From 151f806d336d97397b35b1adaae978049a68b15f Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Fri, 31 Jan 2025 15:48:19 -0500
Subject: [PATCH 01/20] Fixed the list type error in paths

---
 formulallm/formula/formula_program.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/formulallm/formula/formula_program.py b/formulallm/formula/formula_program.py
index 2dd034f..67d465c 100644
--- a/formulallm/formula/formula_program.py
+++ b/formulallm/formula/formula_program.py
@@ -4,9 +4,9 @@
 import clr
 from typing import Optional
 
-process_path = glob.glob(os.path.expanduser('~') + r'/.dotnet/tools/.store/vuisis.formula*/**/VUISIS.Formula*.dll', recursive=True)
+process_paths = glob.glob(os.path.expanduser('~') + r'/.dotnet/tools/.store/vuisis.formula*/**/VUISIS.Formula*.dll', recursive=True)
 
-clr.AddReference(process_path)
+clr.AddReference(process_paths[0])
 
 from Microsoft.Formula.CommandLine import CommandInterface, CommandLineProgram
 from System.IO import StringWriter

From e829de0973b1b994256f6193aed75ee15fcef942 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Fri, 31 Jan 2025 17:22:25 -0500
Subject: [PATCH 02/20] Update dependencies and python version

---
 poetry.lock    | 591 ++++++++++++++++++++++++++++++++++++++-----------
 pyproject.toml |   9 +-
 2 files changed, 466 insertions(+), 134 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e9111f1..824b0fd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
@@ -6,6 +6,7 @@ version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:939677b61f9d72a4fa2a042a5eee2a99a24001a67c13da113b2e30396567db54"},
     {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc"},
@@ -102,6 +103,7 @@ version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
     {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
@@ -116,6 +118,7 @@ version = "0.6.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
@@ -127,6 +130,7 @@ version = "4.3.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
     {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
@@ -149,6 +153,8 @@ version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "platform_system == \"Darwin\""
 files = [
     {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
@@ -160,6 +166,7 @@ version = "23.1.0"
 description = "Argon2 for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
     {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
@@ -180,6 +187,7 @@ version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
     {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
@@ -217,6 +225,7 @@ version = "1.3.0"
 description = "Better dates & times for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
     {file = "arrow-1.3.0.tar.gz", hash = "sha256:d4540617648cb5f895730f1ad8c82a65f2dad0166f57b75f3ca54759c4d67a85"},
@@ -236,6 +245,7 @@ version = "3.7.2"
 description = "ASGI specs, helper code, and adapters"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
     {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
@@ -253,6 +263,7 @@ version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
     {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
@@ -271,6 +282,7 @@ version = "2.0.4"
 description = "Simple LRU cache for asyncio"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
     {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
@@ -285,6 +297,8 @@ version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -296,6 +310,7 @@ version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
@@ -315,6 +330,7 @@ version = "2.14.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
     {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
@@ -329,6 +345,7 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -340,6 +357,7 @@ version = "4.1.2"
 description = "Modern password hashing for your software and your servers"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "bcrypt-4.1.2-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e"},
     {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1"},
@@ -380,6 +398,7 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = false
 python-versions = ">=3.6.0"
+groups = ["main"]
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -401,6 +420,7 @@ version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"},
     {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"},
@@ -419,6 +439,7 @@ version = "1.1.1"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">= 3.7"
+groups = ["main"]
 files = [
     {file = "build-1.1.1-py3-none-any.whl", hash = "sha256:8ed0851ee76e6e38adce47e4bee3b51c771d86c64cf578d0c2245567ee200e73"},
     {file = "build-1.1.1.tar.gz", hash = "sha256:8eea65bb45b1aac2e734ba2cc8dad3a6d97d97901a395bd0ed3e7b46953d2a31"},
@@ -443,6 +464,7 @@ version = "5.3.3"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
     {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
@@ -454,6 +476,7 @@ version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
     {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
@@ -465,6 +488,7 @@ version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
     {file = "cffi-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9"},
@@ -529,6 +553,7 @@ version = "5.2.0"
 description = "Universal encoding detector for Python 3"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
@@ -540,6 +565,7 @@ version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main"]
 files = [
     {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
     {file = "charset_normalizer-3.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3"},
@@ -639,6 +665,7 @@ version = "0.7.3"
 description = "Chromas fork of hnswlib"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"},
     {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"},
@@ -676,6 +703,7 @@ version = "0.4.24"
 description = "Chroma."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"},
     {file = "chromadb-0.4.24.tar.gz", hash = "sha256:a5c80b4e4ad9b236ed2d4899a5b9e8002b489293f2881cb2cadab5b199ee1c72"},
@@ -717,6 +745,7 @@ version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
     {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
@@ -731,6 +760,7 @@ version = "0.2.6"
 description = "Generic pure Python loader for .NET runtimes"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "clr_loader-0.2.6-py3-none-any.whl", hash = "sha256:79bbfee4bf6ac2f4836d89af2c39e0c32dce5d0c062596185aef380f317507a6"},
     {file = "clr_loader-0.2.6.tar.gz", hash = "sha256:019348ae6b6a83c7a406d14537c277cecf7a3a53b263ec342c81ded5845a67ee"},
@@ -745,6 +775,8 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main"]
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -756,6 +788,7 @@ version = "15.0.1"
 description = "Colored terminal output for Python's logging module"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "coloredlogs-15.0.1-py2.py3-none-any.whl", hash = "sha256:612ee75c546f53e92e70049c9dbfcc18c935a2b9a53b66085ce9ef6a6e5c0934"},
     {file = "coloredlogs-15.0.1.tar.gz", hash = "sha256:7c991aa71a4577af2f82600d8f8f3a89f936baeaf9b50a9c197da014e5bf16b0"},
@@ -773,6 +806,7 @@ version = "0.2.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "comm-0.2.2-py3-none-any.whl", hash = "sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3"},
     {file = "comm-0.2.2.tar.gz", hash = "sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e"},
@@ -790,6 +824,7 @@ version = "0.6.4"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
 files = [
     {file = "dataclasses_json-0.6.4-py3-none-any.whl", hash = "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"},
     {file = "dataclasses_json-0.6.4.tar.gz", hash = "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377"},
@@ -805,6 +840,7 @@ version = "0.5.11"
 description = "Easily serialize dataclasses to and from JSON."
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
 files = [
     {file = "dataclasses_json_speakeasy-0.5.11-py3-none-any.whl", hash = "sha256:ac52a069a01e8521015d682f37849bfdf056c36fa3f81497055e201fec684104"},
     {file = "dataclasses_json_speakeasy-0.5.11.tar.gz", hash = "sha256:418a987cea2ccf4e4be662f39faa5cc79b47b147c9d1a69d6928d6a27e0c17e8"},
@@ -820,6 +856,7 @@ version = "1.8.1"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"},
     {file = "debugpy-1.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:dda73bf69ea479c8577a0448f8c707691152e6c4de7f0c4dec5a4bc11dee516e"},
@@ -851,6 +888,7 @@ version = "5.1.1"
 description = "Decorators for Humans"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
@@ -862,6 +900,7 @@ version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
@@ -873,6 +912,7 @@ version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
     {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
@@ -884,12 +924,25 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
+    {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
+]
+
 [[package]]
 name = "emoji"
 version = "2.10.1"
 description = "Emoji for Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "emoji-2.10.1-py2.py3-none-any.whl", hash = "sha256:11fb369ea79d20c14efa4362c732d67126df294a7959a2c98bfd7447c12a218e"},
     {file = "emoji-2.10.1.tar.gz", hash = "sha256:16287283518fb7141bde00198f9ffff4e1c1cb570efb68b2f1ec50975c3a581d"},
@@ -904,6 +957,8 @@ version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
     {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
@@ -918,6 +973,7 @@ version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "executing-2.0.1-py2.py3-none-any.whl", hash = "sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc"},
     {file = "executing-2.0.1.tar.gz", hash = "sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147"},
@@ -932,6 +988,7 @@ version = "0.110.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fastapi-0.110.0-py3-none-any.whl", hash = "sha256:87a1f6fb632a218222c5984be540055346a8f5d8a68e8f6fb647b1dc9934de4b"},
     {file = "fastapi-0.110.0.tar.gz", hash = "sha256:266775f0dcc95af9d3ef39bad55cff525329a931d5fd51930aadd4f428bf7ff3"},
@@ -951,6 +1008,7 @@ version = "2.19.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "fastjsonschema-2.19.1-py3-none-any.whl", hash = "sha256:3672b47bc94178c9f23dbb654bf47440155d4db9df5f7bc47643315f9c405cd0"},
     {file = "fastjsonschema-2.19.1.tar.gz", hash = "sha256:e3126a94bdc4623d3de4485f8d468a12f02a67921315ddc87836d6e456dc789d"},
@@ -965,6 +1023,7 @@ version = "3.13.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "filelock-3.13.1-py3-none-any.whl", hash = "sha256:57dbda9b35157b05fb3e58ee91448612eb674172fab98ee235ccb0b5bee19a1c"},
     {file = "filelock-3.13.1.tar.gz", hash = "sha256:521f5f56c50f8426f5e03ad3b281b490a87ef15bc6c526f168290f0c7148d44e"},
@@ -981,6 +1040,7 @@ version = "1.2.0"
 description = "Infer file type and MIME type of any file/buffer. No external dependencies."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
@@ -992,6 +1052,7 @@ version = "24.3.7"
 description = "The FlatBuffers serialization format for Python"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "flatbuffers-24.3.7-py2.py3-none-any.whl", hash = "sha256:80c4f5dcad0ee76b7e349671a0d657f2fbba927a0244f88dd3f5ed6a3694e1fc"},
     {file = "flatbuffers-24.3.7.tar.gz", hash = "sha256:0895c22b9a6019ff2f4de2e5e2f7cd15914043e6e7033a94c0c6369422690f22"},
@@ -1003,6 +1064,7 @@ version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
+groups = ["main"]
 files = [
     {file = "fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014"},
     {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"},
@@ -1014,6 +1076,7 @@ version = "1.4.1"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f9aa1878d1083b276b0196f2dfbe00c9b7e752475ed3b682025ff20c1c1f51ac"},
     {file = "frozenlist-1.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:29acab3f66f0f24674b7dc4736477bcd4bc3ad4b896f5f45379a67bce8b96868"},
@@ -1100,6 +1163,7 @@ version = "2024.3.1"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fsspec-2024.3.1-py3-none-any.whl", hash = "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512"},
     {file = "fsspec-2024.3.1.tar.gz", hash = "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"},
@@ -1135,6 +1199,7 @@ version = "2.28.2"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "google-auth-2.28.2.tar.gz", hash = "sha256:80b8b4969aa9ed5938c7828308f20f035bc79f9d8fb8120bf9dc8db20b41ba30"},
     {file = "google_auth-2.28.2-py2.py3-none-any.whl", hash = "sha256:9fd67bbcd40f16d9d42f950228e9cf02a2ded4ae49198b27432d0cded5a74c38"},
@@ -1158,6 +1223,7 @@ version = "1.63.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "googleapis-common-protos-1.63.0.tar.gz", hash = "sha256:17ad01b11d5f1d0171c06d3ba5c04c54474e883b66b949722b4938ee2694ef4e"},
     {file = "googleapis_common_protos-1.63.0-py2.py3-none-any.whl", hash = "sha256:ae45f75702f7c08b541f750854a678bd8f534a1a6bace6afe975f1d0a82d6632"},
@@ -1175,6 +1241,8 @@ version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""
 files = [
     {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"},
@@ -1246,6 +1314,7 @@ version = "1.62.1"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "grpcio-1.62.1-cp310-cp310-linux_armv7l.whl", hash = "sha256:179bee6f5ed7b5f618844f760b6acf7e910988de77a4f75b95bbfaa8106f3c1e"},
     {file = "grpcio-1.62.1-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:48611e4fa010e823ba2de8fd3f77c1322dd60cb0d180dc6630a7e157b205f7ea"},
@@ -1312,17 +1381,41 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[[package]]
+name = "html5lib"
+version = "1.1"
+description = "HTML parser based on the WHATWG HTML specification"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+files = [
+    {file = "html5lib-1.1-py2.py3-none-any.whl", hash = "sha256:0d78f8fde1c230e99fe37986a60526d7049ed4bf8a9fadbad5f00e22e58e041d"},
+    {file = "html5lib-1.1.tar.gz", hash = "sha256:b2e5b40261e20f354d198eae92afc10d750afb487ed5e50f9c4eaf07c184146f"},
+]
+
+[package.dependencies]
+six = ">=1.9"
+webencodings = "*"
+
+[package.extras]
+all = ["chardet (>=2.2)", "genshi", "lxml"]
+chardet = ["chardet (>=2.2)"]
+genshi = ["genshi"]
+lxml = ["lxml"]
+
 [[package]]
 name = "httpcore"
 version = "1.0.4"
 description = "A minimal low-level HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"},
     {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"},
@@ -1344,6 +1437,7 @@ version = "0.6.1"
 description = "A collection of framework independent HTTP protocol utils."
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d2f6c3c4cb1948d912538217838f6e9960bc4a521d7f9b323b3da579cd14532f"},
     {file = "httptools-0.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:00d5d4b68a717765b1fabfd9ca755bd12bf44105eeb806c03d1962acd9b8e563"},
@@ -1392,6 +1486,7 @@ version = "0.27.0"
 description = "The next generation HTTP client."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "httpx-0.27.0-py3-none-any.whl", hash = "sha256:71d5465162c13681bff01ad59b2cc68dd838ea1f10e51574bac27103f00c91a5"},
     {file = "httpx-0.27.0.tar.gz", hash = "sha256:a0cb88a46f32dc874e04ee956e4c2764aba2aa228f650b06788ba6bda2962ab5"},
@@ -1416,6 +1511,7 @@ version = "0.21.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "huggingface_hub-0.21.4-py3-none-any.whl", hash = "sha256:df37c2c37fc6c82163cdd8a67ede261687d80d1e262526d6c0ce73b6b3630a7b"},
     {file = "huggingface_hub-0.21.4.tar.gz", hash = "sha256:e1f4968c93726565a80edf6dc309763c7b546d0cfe79aa221206034d50155531"},
@@ -1449,6 +1545,7 @@ version = "10.0"
 description = "Human friendly output for text interfaces using Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
     {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
@@ -1463,6 +1560,7 @@ version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
@@ -1474,6 +1572,7 @@ version = "6.11.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "importlib_metadata-6.11.0-py3-none-any.whl", hash = "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"},
     {file = "importlib_metadata-6.11.0.tar.gz", hash = "sha256:1231cf92d825c9e03cfc4da076a16de6422c863558229ea0b22b675657463443"},
@@ -1493,6 +1592,7 @@ version = "6.3.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "importlib_resources-6.3.2-py3-none-any.whl", hash = "sha256:f41f4098b16cd140a97d256137cfd943d958219007990b2afb00439fc623f580"},
     {file = "importlib_resources-6.3.2.tar.gz", hash = "sha256:963eb79649252b0160c1afcfe5a1d3fe3ad66edd0a8b114beacffb70c0674223"},
@@ -1508,6 +1608,7 @@ version = "6.29.3"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "ipykernel-6.29.3-py3-none-any.whl", hash = "sha256:5aa086a4175b0229d4eca211e181fb473ea78ffd9869af36ba7694c947302a21"},
     {file = "ipykernel-6.29.3.tar.gz", hash = "sha256:e14c250d1f9ea3989490225cc1a542781b095a18a19447fcf2b5eaf7d0ac5bd2"},
@@ -1541,6 +1642,7 @@ version = "8.21.0"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.10"
+groups = ["main"]
 files = [
     {file = "ipython-8.21.0-py3-none-any.whl", hash = "sha256:1050a3ab8473488d7eee163796b02e511d0735cf43a04ba2a8348bd0f2eaf8a5"},
     {file = "ipython-8.21.0.tar.gz", hash = "sha256:48fbc236fbe0e138b88773fa0437751f14c3645fb483f1d4c5dee58b37e5ce73"},
@@ -1577,6 +1679,7 @@ version = "8.1.2"
 description = "Jupyter interactive widgets"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "ipywidgets-8.1.2-py3-none-any.whl", hash = "sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60"},
     {file = "ipywidgets-8.1.2.tar.gz", hash = "sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9"},
@@ -1598,6 +1701,7 @@ version = "20.11.0"
 description = "Operations with ISO 8601 durations"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "isoduration-20.11.0-py3-none-any.whl", hash = "sha256:b2904c2a4228c3d44f409c8ae8e2370eb21a26f7ac2ec5446df141dde3452042"},
     {file = "isoduration-20.11.0.tar.gz", hash = "sha256:ac2f9015137935279eac671f94f89eb00584f940f5dc49462a0c4ee692ba1bd9"},
@@ -1612,6 +1716,7 @@ version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "jedi-0.19.1-py2.py3-none-any.whl", hash = "sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0"},
     {file = "jedi-0.19.1.tar.gz", hash = "sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd"},
@@ -1631,6 +1736,7 @@ version = "3.1.3"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
     {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
@@ -1642,12 +1748,99 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jiter"
+version = "0.8.2"
+description = "Fast iterable JSON parser."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "jiter-0.8.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ca8577f6a413abe29b079bc30f907894d7eb07a865c4df69475e868d73e71c7b"},
+    {file = "jiter-0.8.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b25bd626bde7fb51534190c7e3cb97cee89ee76b76d7585580e22f34f5e3f393"},
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 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
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 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
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 description = "Apply JSON-Patches (RFC 6902)"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
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 files = [
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 description = "A more powerful JSONPath implementation in modern python"
 optional = false
 python-versions = ">=3.6"
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 files = [
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 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
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 files = [
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 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
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 files = [
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@@ -1735,6 +1933,7 @@ version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
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 files = [
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 description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
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 files = [
     {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
     {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
@@ -1769,6 +1969,7 @@ version = "8.6.1"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_client-8.6.1-py3-none-any.whl", hash = "sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f"},
     {file = "jupyter_client-8.6.1.tar.gz", hash = "sha256:e842515e2bab8e19186d89fdfea7abd15e39dd581f94e399f00e2af5a1652d3f"},
@@ -1791,6 +1992,7 @@ version = "6.6.3"
 description = "Jupyter terminal console"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jupyter_console-6.6.3-py3-none-any.whl", hash = "sha256:309d33409fcc92ffdad25f0bcdf9a4a9daa61b6f341177570fdac03de5352485"},
     {file = "jupyter_console-6.6.3.tar.gz", hash = "sha256:566a4bf31c87adbfadf22cdf846e3069b59a71ed5da71d6ba4d8aaad14a53539"},
@@ -1815,6 +2017,7 @@ version = "5.7.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
     {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
@@ -1835,6 +2038,7 @@ version = "0.10.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_events-0.10.0-py3-none-any.whl", hash = "sha256:4b72130875e59d57716d327ea70d3ebc3af1944d3717e5a498b8a06c6c159960"},
     {file = "jupyter_events-0.10.0.tar.gz", hash = "sha256:670b8229d3cc882ec782144ed22e0d29e1c2d639263f92ca8383e66682845e22"},
@@ -1860,6 +2064,7 @@ version = "2.2.4"
 description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter-lsp-2.2.4.tar.gz", hash = "sha256:5e50033149344065348e688608f3c6d654ef06d9856b67655bd7b6bac9ee2d59"},
     {file = "jupyter_lsp-2.2.4-py3-none-any.whl", hash = "sha256:da61cb63a16b6dff5eac55c2699cc36eac975645adee02c41bdfc03bf4802e77"},
@@ -1874,6 +2079,7 @@ version = "2.13.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_server-2.13.0-py3-none-any.whl", hash = "sha256:77b2b49c3831fbbfbdb5048cef4350d12946191f833a24e5f83e5f8f4803e97b"},
     {file = "jupyter_server-2.13.0.tar.gz", hash = "sha256:c80bfb049ea20053c3d9641c2add4848b38073bf79f1729cea1faed32fc1c78e"},
@@ -1910,6 +2116,7 @@ version = "0.5.3"
 description = "A Jupyter Server Extension Providing Terminals."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyter_server_terminals-0.5.3-py3-none-any.whl", hash = "sha256:41ee0d7dc0ebf2809c668e0fc726dfaf258fcd3e769568996ca731b6194ae9aa"},
     {file = "jupyter_server_terminals-0.5.3.tar.gz", hash = "sha256:5ae0295167220e9ace0edcfdb212afd2b01ee8d179fe6f23c899590e9b8a5269"},
@@ -1929,6 +2136,7 @@ version = "4.1.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab-4.1.5-py3-none-any.whl", hash = "sha256:3bc843382a25e1ab7bc31d9e39295a9f0463626692b7995597709c0ab236ab2c"},
     {file = "jupyterlab-4.1.5.tar.gz", hash = "sha256:c9ad75290cb10bfaff3624bf3fbb852319b4cce4c456613f8ebbaa98d03524db"},
@@ -1961,6 +2169,7 @@ version = "0.3.0"
 description = "Pygments theme using JupyterLab CSS variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab_pygments-0.3.0-py3-none-any.whl", hash = "sha256:841a89020971da1d8693f1a99997aefc5dc424bb1b251fd6322462a1b8842780"},
     {file = "jupyterlab_pygments-0.3.0.tar.gz", hash = "sha256:721aca4d9029252b11cfa9d185e5b5af4d54772bb8072f9b7036f4170054d35d"},
@@ -1972,6 +2181,7 @@ version = "2.25.4"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jupyterlab_server-2.25.4-py3-none-any.whl", hash = "sha256:eb645ecc8f9b24bac5decc7803b6d5363250e16ec5af814e516bc2c54dd88081"},
     {file = "jupyterlab_server-2.25.4.tar.gz", hash = "sha256:2098198e1e82e0db982440f9b5136175d73bea2cd42a6480aa6fd502cb23c4f9"},
@@ -1997,6 +2207,7 @@ version = "3.0.10"
 description = "Jupyter interactive widgets for JupyterLab"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "jupyterlab_widgets-3.0.10-py3-none-any.whl", hash = "sha256:dd61f3ae7a5a7f80299e14585ce6cf3d6925a96c9103c978eda293197730cb64"},
     {file = "jupyterlab_widgets-3.0.10.tar.gz", hash = "sha256:04f2ac04976727e4f9d0fa91cdc2f1ab860f965e504c29dbd6a65c882c9d04c0"},
@@ -2008,6 +2219,7 @@ version = "29.0.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "kubernetes-29.0.0-py2.py3-none-any.whl", hash = "sha256:ab8cb0e0576ccdfb71886366efb102c6a20f268d817be065ce7f9909c631e43e"},
     {file = "kubernetes-29.0.0.tar.gz", hash = "sha256:c4812e227ae74d07d53c88293e564e54b850452715a59a927e7e1bc6b9a60459"},
@@ -2034,6 +2246,7 @@ version = "0.1.8"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
+groups = ["main"]
 files = [
     {file = "langchain-0.1.8-py3-none-any.whl", hash = "sha256:19e951b0e2be099ff048ee483acecb47e1a39c33a47dadfee70fcfa20f45cc19"},
     {file = "langchain-0.1.8.tar.gz", hash = "sha256:c8b1c2954a07cd6422c9027459473bafae90c78f07015bf2fc6262fadf97ea44"},
@@ -2074,6 +2287,7 @@ version = "0.0.28"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = ">=3.8.1,<4.0"
+groups = ["main"]
 files = [
     {file = "langchain_community-0.0.28-py3-none-any.whl", hash = "sha256:bdb015ac455ae68432ea104628717583dce041e1abdfcefe86e39f034f5e90b8"},
     {file = "langchain_community-0.0.28.tar.gz", hash = "sha256:8664d243a90550fc5ddc137b712034e02c8d43afc8d4cc832ba5842b44c864ce"},
@@ -2100,6 +2314,7 @@ version = "0.1.32"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
+groups = ["main"]
 files = [
     {file = "langchain_core-0.1.32-py3-none-any.whl", hash = "sha256:192aecdee6216af19b596ec18e7be3da0b9ecb9083eec263e02b68125737245d"},
     {file = "langchain_core-0.1.32.tar.gz", hash = "sha256:d62683becbf20f51f12875791a042320f45eaa0c87a267d30bc03bc1a07f5ec2"},
@@ -2124,6 +2339,7 @@ version = "1.0.9"
 description = "Language detection library ported from Google's language-detection."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
     {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
@@ -2138,6 +2354,7 @@ version = "0.1.5"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
+groups = ["main"]
 files = [
     {file = "langsmith-0.1.5-py3-none-any.whl", hash = "sha256:a1811821a923d90e53bcbacdd0988c3c366aff8f4c120d8777e7af8ecda06268"},
     {file = "langsmith-0.1.5.tar.gz", hash = "sha256:aa7a2861aa3d9ae563a077c622953533800466c4e2e539b0d567b84d5fd5b157"},
@@ -2153,6 +2370,7 @@ version = "5.1.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "lxml-5.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:704f5572ff473a5f897745abebc6df40f22d4133c1e0a1f124e4f2bd3330ff7e"},
     {file = "lxml-5.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9d3c0f8567ffe7502d969c2c1b809892dc793b5d0665f602aad19895f8d508da"},
@@ -2246,6 +2464,7 @@ version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5"},
@@ -2315,6 +2534,7 @@ version = "3.20.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "marshmallow-3.20.2-py3-none-any.whl", hash = "sha256:c21d4b98fee747c130e6bc8f45c4b3199ea66bc00c12ee1f639f0aeca034d5e9"},
     {file = "marshmallow-3.20.2.tar.gz", hash = "sha256:4c1daff273513dc5eb24b219a8035559dc573c8f322558ef85f5438ddd1236dd"},
@@ -2335,6 +2555,7 @@ version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
     {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
@@ -2349,6 +2570,7 @@ version = "3.0.2"
 description = "A sane and fast Markdown parser with useful plugins and renderers"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "mistune-3.0.2-py3-none-any.whl", hash = "sha256:71481854c30fdbc938963d3605b72501f5c10a9320ecd412c121c163a1c7d205"},
     {file = "mistune-3.0.2.tar.gz", hash = "sha256:fc7f93ded930c92394ef2cb6f04a8aabab4117a91449e72dcc8dfa646a508be8"},
@@ -2360,6 +2582,7 @@ version = "4.1.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "mmh3-4.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:be5ac76a8b0cd8095784e51e4c1c9c318c19edcd1709a06eb14979c8d850c31a"},
     {file = "mmh3-4.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:98a49121afdfab67cd80e912b36404139d7deceb6773a83620137aaa0da5714c"},
@@ -2452,6 +2675,7 @@ version = "1.6"
 description = "An implementation of time.monotonic() for Python 2 & < 3.3"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "monotonic-1.6-py2.py3-none-any.whl", hash = "sha256:68687e19a14f11f26d140dd5c86f3dba4bf5df58003000ed467e0e2a69bca96c"},
     {file = "monotonic-1.6.tar.gz", hash = "sha256:3a55207bcfed53ddd5c5bae174524062935efed17792e9de2ad0205ce9ad63f7"},
@@ -2463,6 +2687,7 @@ version = "1.3.0"
 description = "Python library for arbitrary-precision floating-point arithmetic"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c"},
     {file = "mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f"},
@@ -2480,6 +2705,7 @@ version = "6.0.5"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "multidict-6.0.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:228b644ae063c10e7f324ab1ab6b548bdf6f8b47f3ec234fef1093bc2735e5f9"},
     {file = "multidict-6.0.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:896ebdcf62683551312c30e20614305f53125750803b614e9e6ce74a96232604"},
@@ -2579,6 +2805,7 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
@@ -2590,6 +2817,7 @@ version = "0.10.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
 files = [
     {file = "nbclient-0.10.0-py3-none-any.whl", hash = "sha256:f13e3529332a1f1f81d82a53210322476a168bb7090a0289c795fe9cc11c9d3f"},
     {file = "nbclient-0.10.0.tar.gz", hash = "sha256:4b3f1b7dba531e498449c4db4f53da339c91d449dc11e9af3a43b4eb5c5abb09"},
@@ -2612,6 +2840,7 @@ version = "7.16.2"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "nbconvert-7.16.2-py3-none-any.whl", hash = "sha256:0c01c23981a8de0220255706822c40b751438e32467d6a686e26be08ba784382"},
     {file = "nbconvert-7.16.2.tar.gz", hash = "sha256:8310edd41e1c43947e4ecf16614c61469ebc024898eb808cce0999860fc9fb16"},
@@ -2649,6 +2878,7 @@ version = "5.10.3"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "nbformat-5.10.3-py3-none-any.whl", hash = "sha256:d9476ca28676799af85385f409b49d95e199951477a159a576ef2a675151e5e8"},
     {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
@@ -2670,6 +2900,7 @@ version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "nest_asyncio-1.6.0-py3-none-any.whl", hash = "sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c"},
     {file = "nest_asyncio-1.6.0.tar.gz", hash = "sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe"},
@@ -2681,6 +2912,7 @@ version = "3.8.1"
 description = "Natural Language Toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
     {file = "nltk-3.8.1.zip", hash = "sha256:1834da3d0682cba4f2cede2f9aad6b0fafb6461ba451db0efb6f9c39798d64d3"},
@@ -2706,6 +2938,7 @@ version = "7.1.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "notebook-7.1.2-py3-none-any.whl", hash = "sha256:fc6c24b9aef18d0cd57157c9c47e95833b9b0bdc599652639acf0bdb61dc7d5f"},
     {file = "notebook-7.1.2.tar.gz", hash = "sha256:efc2c80043909e0faa17fce9e9b37c059c03af0ec99a4d4db84cb21d9d2e936a"},
@@ -2729,6 +2962,7 @@ version = "0.2.4"
 description = "A shim layer for notebook traits and config"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "notebook_shim-0.2.4-py3-none-any.whl", hash = "sha256:411a5be4e9dc882a074ccbcae671eda64cceb068767e9a3419096986560e1cef"},
     {file = "notebook_shim-0.2.4.tar.gz", hash = "sha256:b4b2cfa1b65d98307ca24361f5b30fe785b53c3fd07b7a47e89acb5e6ac638cb"},
@@ -2746,6 +2980,7 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -2791,6 +3026,7 @@ version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"},
     {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
@@ -2801,12 +3037,28 @@ rsa = ["cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[[package]]
+name = "olefile"
+version = "0.47"
+description = "Python package to parse, read and write Microsoft OLE2 files (Structured Storage or Compound Document, Microsoft Office)"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+files = [
+    {file = "olefile-0.47-py2.py3-none-any.whl", hash = "sha256:543c7da2a7adadf21214938bb79c83ea12b473a4b6ee4ad4bf854e7715e13d1f"},
+    {file = "olefile-0.47.zip", hash = "sha256:599383381a0bf3dfbd932ca0ca6515acd174ed48870cbf7fee123d698c192c1c"},
+]
+
+[package.extras]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "onnxruntime"
 version = "1.17.1"
 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "onnxruntime-1.17.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:d43ac17ac4fa3c9096ad3c0e5255bb41fd134560212dc124e7f52c3159af5d21"},
     {file = "onnxruntime-1.17.1-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:55b5e92a4c76a23981c998078b9bf6145e4fb0b016321a8274b1607bd3c6bd35"},
@@ -2845,25 +3097,29 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "0.28.1"
-description = "Python client library for the OpenAI API"
+version = "1.61.0"
+description = "The official Python library for the openai API"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "openai-0.28.1-py3-none-any.whl", hash = "sha256:d18690f9e3d31eedb66b57b88c2165d760b24ea0a01f150dd3f068155088ce68"},
-    {file = "openai-0.28.1.tar.gz", hash = "sha256:4be1dad329a65b4ce1a660fe6d5431b438f429b5855c883435f0f7fcb6d2dcc8"},
+    {file = "openai-1.61.0-py3-none-any.whl", hash = "sha256:e8c512c0743accbdbe77f3429a1490d862f8352045de8dc81969301eb4a4f666"},
+    {file = "openai-1.61.0.tar.gz", hash = "sha256:216f325a24ed8578e929b0f1b3fb2052165f3b04b0461818adaa51aa29c71f8a"},
 ]
 
 [package.dependencies]
-aiohttp = "*"
-requests = ">=2.20"
-tqdm = "*"
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+jiter = ">=0.4.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tqdm = ">4"
+typing-extensions = ">=4.11,<5"
 
 [package.extras]
-datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"]
-embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
-wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
+realtime = ["websockets (>=13,<15)"]
 
 [[package]]
 name = "opentelemetry-api"
@@ -2871,6 +3127,7 @@ version = "1.23.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_api-1.23.0-py3-none-any.whl", hash = "sha256:cc03ea4025353048aadb9c64919099663664672ea1c6be6ddd8fee8e4cd5e774"},
     {file = "opentelemetry_api-1.23.0.tar.gz", hash = "sha256:14a766548c8dd2eb4dfc349739eb4c3893712a0daa996e5dbf945f9da665da9d"},
@@ -2886,6 +3143,7 @@ version = "1.23.0"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_common-1.23.0-py3-none-any.whl", hash = "sha256:2a9e7e9d5a8b026b572684b6b24dcdefcaa58613d5ce3d644130b0c373c056c1"},
     {file = "opentelemetry_exporter_otlp_proto_common-1.23.0.tar.gz", hash = "sha256:35e4ea909e7a0b24235bd0aaf17fba49676527feb1823b46565ff246d5a1ab18"},
@@ -2900,6 +3158,7 @@ version = "1.23.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.23.0-py3-none-any.whl", hash = "sha256:40f9e3e7761eb34f2a1001f4543028783ac26e2db27e420d5374f2cca0182dad"},
     {file = "opentelemetry_exporter_otlp_proto_grpc-1.23.0.tar.gz", hash = "sha256:aa1a012eea5342bfef51fcf3f7f22601dcb0f0984a07ffe6025b2fbb6d91a2a9"},
@@ -2923,6 +3182,7 @@ version = "0.44b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_instrumentation-0.44b0-py3-none-any.whl", hash = "sha256:79560f386425176bcc60c59190064597096114c4a8e5154f1cb281bb4e47d2fc"},
     {file = "opentelemetry_instrumentation-0.44b0.tar.gz", hash = "sha256:8213d02d8c0987b9b26386ae3e091e0477d6331673123df736479322e1a50b48"},
@@ -2939,6 +3199,7 @@ version = "0.44b0"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_instrumentation_asgi-0.44b0-py3-none-any.whl", hash = "sha256:0d95c84a8991008c8a8ac35e15d43cc7768a5bb46f95f129e802ad2990d7c366"},
     {file = "opentelemetry_instrumentation_asgi-0.44b0.tar.gz", hash = "sha256:72d4d28ec7ccd551eac11edc5ae8cac3586c0a228467d6a95fad7b6d4edd597a"},
@@ -2961,6 +3222,7 @@ version = "0.44b0"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_instrumentation_fastapi-0.44b0-py3-none-any.whl", hash = "sha256:4441482944bea6676816668d56deb94af990e8c6e9582c581047e5d84c91d3c9"},
     {file = "opentelemetry_instrumentation_fastapi-0.44b0.tar.gz", hash = "sha256:67ed10b93ad9d35238ae0be73cf8acbbb65a4a61fb7444d0aee5b0c492e294db"},
@@ -2983,6 +3245,7 @@ version = "1.23.0"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_proto-1.23.0-py3-none-any.whl", hash = "sha256:4c017deca052cb287a6003b7c989ed8b47af65baeb5d57ebf93dde0793f78509"},
     {file = "opentelemetry_proto-1.23.0.tar.gz", hash = "sha256:e6aaf8b7ace8d021942d546161401b83eed90f9f2cc6f13275008cea730e4651"},
@@ -2997,6 +3260,7 @@ version = "1.23.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_sdk-1.23.0-py3-none-any.whl", hash = "sha256:a93c96990ac0f07c6d679e2f1015864ff7a4f5587122dd5af968034436efb1fd"},
     {file = "opentelemetry_sdk-1.23.0.tar.gz", hash = "sha256:9ddf60195837b59e72fd2033d6a47e2b59a0f74f0ec37d89387d89e3da8cab7f"},
@@ -3013,6 +3277,7 @@ version = "0.44b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_semantic_conventions-0.44b0-py3-none-any.whl", hash = "sha256:7c434546c9cbd797ab980cc88bf9ff3f4a5a28f941117cad21694e43d5d92019"},
     {file = "opentelemetry_semantic_conventions-0.44b0.tar.gz", hash = "sha256:2e997cb28cd4ca81a25a9a43365f593d0c2b76be0685015349a89abdf1aa4ffa"},
@@ -3024,6 +3289,7 @@ version = "0.44b0"
 description = "Web util for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "opentelemetry_util_http-0.44b0-py3-none-any.whl", hash = "sha256:ff018ab6a2fa349537ff21adcef99a294248b599be53843c44f367aef6bccea5"},
     {file = "opentelemetry_util_http-0.44b0.tar.gz", hash = "sha256:75896dffcbbeb5df5429ad4526e22307fc041a27114e0c5bfd90bb219381e68f"},
@@ -3035,6 +3301,7 @@ version = "3.9.15"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "orjson-3.9.15-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:d61f7ce4727a9fa7680cd6f3986b0e2c732639f46a5e0156e550e35258aa313a"},
     {file = "orjson-3.9.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4feeb41882e8aa17634b589533baafdceb387e01e117b1ec65534ec724023d04"},
@@ -3094,6 +3361,7 @@ version = "7.7.0"
 description = "A decorator to automatically detect mismatch when overriding a method."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "overrides-7.7.0-py3-none-any.whl", hash = "sha256:c7ed9d062f78b8e4c1a7b70bd8796b35ead4d9f510227ef9c5dc7626c60d7e49"},
     {file = "overrides-7.7.0.tar.gz", hash = "sha256:55158fa3d93b98cc75299b1e67078ad9003ca27945c76162c1c0766d6f91820a"},
@@ -3105,6 +3373,7 @@ version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
     {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
@@ -3116,6 +3385,7 @@ version = "1.5.1"
 description = "Utilities for writing pandoc filters in python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "pandocfilters-1.5.1-py2.py3-none-any.whl", hash = "sha256:93be382804a9cdb0a7267585f157e5d1731bbe5545a85b268d6f5fe6232de2bc"},
     {file = "pandocfilters-1.5.1.tar.gz", hash = "sha256:002b4a555ee4ebc03f8b66307e287fa492e4a77b4ea14d3f934328297bb4939e"},
@@ -3127,6 +3397,7 @@ version = "0.8.3"
 description = "A Python Parser"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
     {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
@@ -3142,6 +3413,8 @@ version = "4.9.0"
 description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "sys_platform != \"win32\""
 files = [
     {file = "pexpect-4.9.0-py2.py3-none-any.whl", hash = "sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523"},
     {file = "pexpect-4.9.0.tar.gz", hash = "sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f"},
@@ -3156,6 +3429,7 @@ version = "10.2.0"
 description = "Python Imaging Library (Fork)"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pillow-10.2.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:7823bdd049099efa16e4246bdf15e5a13dbb18a51b68fa06d6c1d4d8b99a796e"},
     {file = "pillow-10.2.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:83b2021f2ade7d1ed556bc50a399127d7fb245e725aa0113ebd05cfe88aaf588"},
@@ -3241,6 +3515,7 @@ version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "platformdirs-4.2.0-py3-none-any.whl", hash = "sha256:0614df2a2f37e1a662acbd8e2b25b92ccf8632929bc6d43467e17fe89c75e068"},
     {file = "platformdirs-4.2.0.tar.gz", hash = "sha256:ef0cc731df711022c174543cb70a9b5bd22e5a9337c8624ef2c2ceb8ddad8768"},
@@ -3256,6 +3531,7 @@ version = "3.5.0"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "posthog-3.5.0-py2.py3-none-any.whl", hash = "sha256:3c672be7ba6f95d555ea207d4486c171d06657eb34b3ce25eb043bfe7b6b5b76"},
     {file = "posthog-3.5.0.tar.gz", hash = "sha256:8f7e3b2c6e8714d0c0c542a2109b83a7549f63b7113a133ab2763a89245ef2ef"},
@@ -3279,6 +3555,7 @@ version = "0.20.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "prometheus_client-0.20.0-py3-none-any.whl", hash = "sha256:cde524a85bce83ca359cc837f28b8c0db5cac7aa653a588fd7e84ba061c329e7"},
     {file = "prometheus_client-0.20.0.tar.gz", hash = "sha256:287629d00b147a32dcb2be0b9df905da599b2d82f80377083ec8463309a4bb89"},
@@ -3293,6 +3570,7 @@ version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["main"]
 files = [
     {file = "prompt_toolkit-3.0.43-py3-none-any.whl", hash = "sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6"},
     {file = "prompt_toolkit-3.0.43.tar.gz", hash = "sha256:3527b7af26106cbc65a040bcc84839a3566ec1b051bb0bfe953631e704b0ff7d"},
@@ -3307,6 +3585,7 @@ version = "4.25.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "protobuf-4.25.3-cp310-abi3-win32.whl", hash = "sha256:d4198877797a83cbfe9bffa3803602bbe1625dc30d8a097365dbc762e5790faa"},
     {file = "protobuf-4.25.3-cp310-abi3-win_amd64.whl", hash = "sha256:209ba4cc916bab46f64e56b85b090607a676f66b473e6b762e6f1d9d591eb2e8"},
@@ -3327,6 +3606,7 @@ version = "5.9.8"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main"]
 files = [
     {file = "psutil-5.9.8-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8"},
     {file = "psutil-5.9.8-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73"},
@@ -3355,6 +3635,8 @@ version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "os_name != \"nt\" or sys_platform != \"win32\""
 files = [
     {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
     {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
@@ -3366,6 +3648,7 @@ version = "3.4.0"
 description = "Apache Pulsar Python client library"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pulsar_client-3.4.0-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:ebf99db5244ff69479283b25621b070492acc4bb643d162d86b90387cb6fdb2a"},
     {file = "pulsar_client-3.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6cb5d8e1482a8aea758633be23717e0c4bb7dc53784e37915c0048c0382f134"},
@@ -3413,6 +3696,7 @@ version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
     {file = "pure_eval-0.2.2.tar.gz", hash = "sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3"},
@@ -3427,6 +3711,7 @@ version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
     {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
@@ -3438,6 +3723,7 @@ version = "0.3.0"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "pyasn1_modules-0.3.0-py2.py3-none-any.whl", hash = "sha256:d3ccd6ed470d9ffbc716be08bd90efbd44d0734bc9303818f7336070984a162d"},
     {file = "pyasn1_modules-0.3.0.tar.gz", hash = "sha256:5bd01446b736eb9d31512a30d46c1ac3395d676c6f3cafa4c03eb54b9925631c"},
@@ -3452,6 +3738,7 @@ version = "2.21"
 description = "C parser in Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
     {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
@@ -3463,6 +3750,7 @@ version = "2.6.4"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pydantic-2.6.4-py3-none-any.whl", hash = "sha256:cc46fce86607580867bdc3361ad462bab9c222ef042d3da86f2fb333e1d916c5"},
     {file = "pydantic-2.6.4.tar.gz", hash = "sha256:b1704e0847db01817624a6b86766967f552dd9dbf3afba4004409f908dcc84e6"},
@@ -3482,6 +3770,7 @@ version = "2.16.3"
 description = ""
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "pydantic_core-2.16.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:75b81e678d1c1ede0785c7f46690621e4c6e63ccd9192af1f0bd9d504bbb6bf4"},
     {file = "pydantic_core-2.16.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9c865a7ee6f93783bd5d781af5a4c43dadc37053a5b42f7d18dc019f8c9d2bd1"},
@@ -3573,6 +3862,7 @@ version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
     {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
@@ -3588,6 +3878,7 @@ version = "1.23.26"
 description = "A high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "PyMuPDF-1.23.26-cp310-none-macosx_10_9_x86_64.whl", hash = "sha256:645a05321aecc8c45739f71f0eb574ce33138d19189582ffa5241fea3a8e2549"},
     {file = "PyMuPDF-1.23.26-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:2dfc9e010669ae92fade6fb72aaea49ebe3b8dcd7ee4dcbbe50115abcaa4d3fe"},
@@ -3631,6 +3922,7 @@ version = "1.23.22"
 description = "MuPDF shared libraries for PyMuPDF."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "PyMuPDFb-1.23.22-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:9085a1e2fbf16f2820f9f7ad3d25e85f81d9b9eb0409110c1670d4cf5a27a678"},
     {file = "PyMuPDFb-1.23.22-py3-none-macosx_11_0_arm64.whl", hash = "sha256:01016dd33220cef4ecaf929d09fd27a584dc3ec3e5c9f4112dfe63613ea35135"},
@@ -3640,12 +3932,32 @@ files = [
     {file = "PyMuPDFb-1.23.22-py3-none-win_amd64.whl", hash = "sha256:7c9c157281fdee9f296e666a323307dbf74cb38f017921bb131fa7bfcd39c2bd"},
 ]
 
+[[package]]
+name = "pypdf2"
+version = "3.0.1"
+description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "PyPDF2-3.0.1.tar.gz", hash = "sha256:a74408f69ba6271f71b9352ef4ed03dc53a31aa404d29b5d31f53bfecfee1440"},
+    {file = "pypdf2-3.0.1-py3-none-any.whl", hash = "sha256:d16e4205cfee272fbdc0568b68d82be796540b1537508cef59388f839c191928"},
+]
+
+[package.extras]
+crypto = ["PyCryptodome"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "wheel"]
+docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
+full = ["Pillow", "PyCryptodome"]
+image = ["Pillow"]
+
 [[package]]
 name = "pypika"
 version = "0.48.9"
 description = "A SQL query builder API for Python"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "PyPika-0.48.9.tar.gz", hash = "sha256:838836a61747e7c8380cd1b7ff638694b7a7335345d0f559b04b2cd832ad5378"},
 ]
@@ -3656,6 +3968,7 @@ version = "1.0.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "pyproject_hooks-1.0.0-py3-none-any.whl", hash = "sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8"},
     {file = "pyproject_hooks-1.0.0.tar.gz", hash = "sha256:f271b298b97f5955d53fb12b72c1fb1948c22c1a6b70b315c54cedaca0264ef5"},
@@ -3670,6 +3983,8 @@ version = "3.4.1"
 description = "A python implementation of GNU readline."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
 files = [
     {file = "pyreadline3-3.4.1-py3-none-any.whl", hash = "sha256:b0efb6516fd4fb07b45949053826a62fa4cb353db5be2bbb4a7aa1fdd1e345fb"},
     {file = "pyreadline3-3.4.1.tar.gz", hash = "sha256:6f3d1f7b8a31ba32b73917cefc1f28cc660562f39aea8646d30bd6eff21f7bae"},
@@ -3681,6 +3996,7 @@ version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
     {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
@@ -3695,6 +4011,7 @@ version = "1.1.0"
 description = "Create, read, and update Microsoft Word .docx files."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "python-docx-1.1.0.tar.gz", hash = "sha256:5829b722141cf1ab79aedf0c34d9fe9924b29764584c0f2164eb2b02dcdf17c9"},
     {file = "python_docx-1.1.0-py3-none-any.whl", hash = "sha256:bac9773278098a1ddc43a52d84e22f5909c4a3080a624530b3ecb3771b07c6cd"},
@@ -3710,6 +4027,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -3724,6 +4042,7 @@ version = "2024.2.7"
 description = "Look-up utilities for ISO 639 language codes and names"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-iso639-2024.2.7.tar.gz", hash = "sha256:c323233348c34d57c601e3e6d824088e492896bcb97a61a87f7d93401a305377"},
     {file = "python_iso639-2024.2.7-py3-none-any.whl", hash = "sha256:7b149623ff74230f4ee3061fb01d18e57a8d07c5fee2aa72907f39b7f6d16cbc"},
@@ -3738,6 +4057,7 @@ version = "2.0.7"
 description = "A python library adding a json log formatter"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "python-json-logger-2.0.7.tar.gz", hash = "sha256:23e7ec02d34237c5aa1e29a070193a4ea87583bb4e7f8fd06d3de8264c4b2e1c"},
     {file = "python_json_logger-2.0.7-py3-none-any.whl", hash = "sha256:f380b826a991ebbe3de4d897aeec42760035ac760345e57b812938dc8b35e2bd"},
@@ -3749,17 +4069,36 @@ version = "0.4.27"
 description = "File type identification using libmagic"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "python-magic-0.4.27.tar.gz", hash = "sha256:c1ba14b08e4a5f5c31a302b7721239695b2f0f058d125bd5ce1ee36b9d9d3c3b"},
     {file = "python_magic-0.4.27-py2.py3-none-any.whl", hash = "sha256:c212960ad306f700aa0d01e5d7a325d20548ff97eb9920dcd29513174f0294d3"},
 ]
 
+[[package]]
+name = "python-oxmsg"
+version = "0.0.1"
+description = "Extract attachments from Outlook .msg files."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "python_oxmsg-0.0.1-py3-none-any.whl", hash = "sha256:8ea7d5dda1bc161a413213da9e18ed152927c1fda2feaf5d1f02192d8ad45eea"},
+    {file = "python_oxmsg-0.0.1.tar.gz", hash = "sha256:b65c1f93d688b85a9410afa824192a1ddc39da359b04a0bd2cbd3874e84d4994"},
+]
+
+[package.dependencies]
+click = "*"
+olefile = "*"
+typing-extensions = ">=4.9.0"
+
 [[package]]
 name = "python-pptx"
 version = "0.6.23"
 description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "python-pptx-0.6.23.tar.gz", hash = "sha256:587497ff28e779ab18dbb074f6d4052893c85dedc95ed75df319364f331fedee"},
     {file = "python_pptx-0.6.23-py3-none-any.whl", hash = "sha256:dd0527194627a2b7cc05f3ba23ecaa2d9a0d5ac9b6193a28ed1b7a716f4217d4"},
@@ -3776,6 +4115,7 @@ version = "3.0.3"
 description = ".NET and Mono integration for Python"
 optional = false
 python-versions = "<3.13,>=3.7"
+groups = ["main"]
 files = [
     {file = "pythonnet-3.0.3-py3-none-any.whl", hash = "sha256:62486f860c7955b7dcf470e085e4d2b599512224ca24193f716e857b496c530f"},
     {file = "pythonnet-3.0.3.tar.gz", hash = "sha256:8d4b2e97158a023875f8647458a58f38817f4fe39af60abdd6b0d8adf1d77e75"},
@@ -3790,6 +4130,8 @@ version = "306"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""
 files = [
     {file = "pywin32-306-cp310-cp310-win32.whl", hash = "sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d"},
     {file = "pywin32-306-cp310-cp310-win_amd64.whl", hash = "sha256:84f4471dbca1887ea3803d8848a1616429ac94a4a8d05f4bc9c5dcfd42ca99c8"},
@@ -3813,6 +4155,8 @@ version = "2.0.13"
 description = "Pseudo terminal support for Windows from Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "os_name == \"nt\""
 files = [
     {file = "pywinpty-2.0.13-cp310-none-win_amd64.whl", hash = "sha256:697bff211fb5a6508fee2dc6ff174ce03f34a9a233df9d8b5fe9c8ce4d5eaf56"},
     {file = "pywinpty-2.0.13-cp311-none-win_amd64.whl", hash = "sha256:b96fb14698db1284db84ca38c79f15b4cfdc3172065b5137383910567591fa99"},
@@ -3828,6 +4172,7 @@ version = "6.0.1"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d858aa552c999bc8a8d57426ed01e40bef403cd8ccdd0fc5f6f04a00414cac2a"},
     {file = "PyYAML-6.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f"},
@@ -3847,6 +4192,7 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -3887,6 +4233,7 @@ version = "25.1.2"
 description = "Python bindings for 0MQ"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "pyzmq-25.1.2-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:e624c789359f1a16f83f35e2c705d07663ff2b4d4479bad35621178d8f0f6ea4"},
     {file = "pyzmq-25.1.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:49151b0efece79f6a79d41a461d78535356136ee70084a1c22532fc6383f4ad0"},
@@ -3992,6 +4339,7 @@ version = "5.5.1"
 description = "Jupyter Qt console"
 optional = false
 python-versions = ">= 3.8"
+groups = ["main"]
 files = [
     {file = "qtconsole-5.5.1-py3-none-any.whl", hash = "sha256:8c75fa3e9b4ed884880ff7cea90a1b67451219279ec33deaee1d59e3df1a5d2b"},
     {file = "qtconsole-5.5.1.tar.gz", hash = "sha256:a0e806c6951db9490628e4df80caec9669b65149c7ba40f9bf033c025a5b56bc"},
@@ -4017,6 +4365,7 @@ version = "2.4.1"
 description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "QtPy-2.4.1-py3-none-any.whl", hash = "sha256:1c1d8c4fa2c884ae742b069151b0abe15b3f70491f3972698c683b8e38de839b"},
     {file = "QtPy-2.4.1.tar.gz", hash = "sha256:a5a15ffd519550a1361bdc56ffc07fda56a6af7292f17c7b395d4083af632987"},
@@ -4034,6 +4383,7 @@ version = "3.6.1"
 description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "rapidfuzz-3.6.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ac434fc71edda30d45db4a92ba5e7a42c7405e1a54cb4ec01d03cc668c6dcd40"},
     {file = "rapidfuzz-3.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2a791168e119cfddf4b5a40470620c872812042f0621e6a293983a2d52372db0"},
@@ -4136,6 +4486,7 @@ version = "0.34.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "referencing-0.34.0-py3-none-any.whl", hash = "sha256:d53ae300ceddd3169f1ffa9caf2cb7b769e92657e4fafb23d34b93679116dfd4"},
     {file = "referencing-0.34.0.tar.gz", hash = "sha256:5773bd84ef41799a5a8ca72dc34590c041eb01bf9aa02632b4a973fb0181a844"},
@@ -4151,6 +4502,7 @@ version = "2023.12.25"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "regex-2023.12.25-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0694219a1d54336fd0445ea382d49d36882415c0134ee1e8332afd1529f0baa5"},
     {file = "regex-2023.12.25-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b014333bd0217ad3d54c143de9d4b9a3ca1c5a29a6d0d554952ea071cff0f1f8"},
@@ -4253,6 +4605,7 @@ version = "2.31.0"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
     {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
@@ -4274,6 +4627,7 @@ version = "1.4.0"
 description = "OAuthlib authentication support for Requests."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
 files = [
     {file = "requests-oauthlib-1.4.0.tar.gz", hash = "sha256:acee623221e4a39abcbb919312c8ff04bd44e7e417087fb4bd5e2a2f53d5e79a"},
     {file = "requests_oauthlib-1.4.0-py2.py3-none-any.whl", hash = "sha256:7a3130d94a17520169e38db6c8d75f2c974643788465ecc2e4b36d288bf13033"},
@@ -4292,6 +4646,7 @@ version = "0.1.4"
 description = "A pure python RFC3339 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
     {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
@@ -4306,6 +4661,7 @@ version = "0.1.1"
 description = "Pure python rfc3986 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
 files = [
     {file = "rfc3986_validator-0.1.1-py2.py3-none-any.whl", hash = "sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9"},
     {file = "rfc3986_validator-0.1.1.tar.gz", hash = "sha256:3d44bde7921b3b9ec3ae4e3adca370438eccebc676456449b145d533b240d055"},
@@ -4317,6 +4673,7 @@ version = "0.18.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "rpds_py-0.18.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:5b4e7d8d6c9b2e8ee2d55c90b59c707ca59bc30058269b3db7b1f8df5763557e"},
     {file = "rpds_py-0.18.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c463ed05f9dfb9baebef68048aed8dcdc94411e4bf3d33a39ba97e271624f8f7"},
@@ -4425,6 +4782,7 @@ version = "4.9"
 description = "Pure-Python RSA implementation"
 optional = false
 python-versions = ">=3.6,<4"
+groups = ["main"]
 files = [
     {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
     {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
@@ -4439,6 +4797,7 @@ version = "1.8.2"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+groups = ["main"]
 files = [
     {file = "Send2Trash-1.8.2-py3-none-any.whl", hash = "sha256:a384719d99c07ce1eefd6905d2decb6f8b7ed054025bb0e618919f945de4f679"},
     {file = "Send2Trash-1.8.2.tar.gz", hash = "sha256:c132d59fa44b9ca2b1699af5c86f57ce9f4c5eb56629d5d55fbb7a35f84e2312"},
@@ -4455,6 +4814,7 @@ version = "69.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "setuptools-69.2.0-py3-none-any.whl", hash = "sha256:c21c49fb1042386df081cb5d86759792ab89efca84cf114889191cd09aacc80c"},
     {file = "setuptools-69.2.0.tar.gz", hash = "sha256:0ff4183f8f42cd8fa3acea16c45205521a4ef28f73c6391d8a25e92893134f2e"},
@@ -4471,6 +4831,7 @@ version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+groups = ["main"]
 files = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -4482,6 +4843,7 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -4493,6 +4855,7 @@ version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
     {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
@@ -4504,6 +4867,7 @@ version = "2.0.28"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0b148ab0438f72ad21cb004ce3bdaafd28465c4276af66df3b9ecd2037bf252"},
     {file = "SQLAlchemy-2.0.28-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bbda76961eb8f27e6ad3c84d1dc56d5bc61ba8f02bd20fcf3450bd421c2fcc9c"},
@@ -4591,6 +4955,7 @@ version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "stack_data-0.6.3-py3-none-any.whl", hash = "sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695"},
     {file = "stack_data-0.6.3.tar.gz", hash = "sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9"},
@@ -4610,6 +4975,7 @@ version = "0.36.3"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"},
     {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"},
@@ -4627,6 +4993,7 @@ version = "1.12"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "sympy-1.12-py3-none-any.whl", hash = "sha256:c3588cd4295d0c0f603d0f2ae780587e64e2efeedb3521e46b9bb1d08d184fa5"},
     {file = "sympy-1.12.tar.gz", hash = "sha256:ebf595c8dac3e0fdc4152c51878b498396ec7f30e7a914d6071e674d49420fb8"},
@@ -4635,26 +5002,13 @@ files = [
 [package.dependencies]
 mpmath = ">=0.19"
 
-[[package]]
-name = "tabulate"
-version = "0.9.0"
-description = "Pretty-print tabular data"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
-    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
-]
-
-[package.extras]
-widechars = ["wcwidth"]
-
 [[package]]
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tenacity-8.2.3-py3-none-any.whl", hash = "sha256:ce510e327a630c9e1beaf17d42e6ffacc88185044ad85cf74c0a8887c6a0f88c"},
     {file = "tenacity-8.2.3.tar.gz", hash = "sha256:5398ef0d78e63f40007c1fb4c0bff96e1911394d2fa8d194f77619c05ff6cc8a"},
@@ -4669,6 +5023,7 @@ version = "0.18.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "terminado-0.18.1-py3-none-any.whl", hash = "sha256:a4468e1b37bb318f8a86514f65814e1afc977cf29b3992a4500d9dd305dcceb0"},
     {file = "terminado-0.18.1.tar.gz", hash = "sha256:de09f2c4b85de4765f7714688fff57d3e75bad1f909b589fde880460c753fd2e"},
@@ -4690,6 +5045,7 @@ version = "1.2.1"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
     {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
@@ -4708,6 +5064,7 @@ version = "0.15.2"
 description = ""
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tokenizers-0.15.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:52f6130c9cbf70544287575a985bf44ae1bda2da7e8c24e97716080593638012"},
     {file = "tokenizers-0.15.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:054c1cc9c6d68f7ffa4e810b3d5131e0ba511b6e4be34157aa08ee54c2f8d9ee"},
@@ -4835,6 +5192,8 @@ version = "2.0.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
@@ -4846,6 +5205,7 @@ version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 optional = false
 python-versions = ">= 3.8"
+groups = ["main"]
 files = [
     {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
     {file = "tornado-6.4-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:27787de946a9cffd63ce5814c33f734c627a87072ec7eed71f7fc4417bb16263"},
@@ -4866,6 +5226,7 @@ version = "4.66.2"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "tqdm-4.66.2-py3-none-any.whl", hash = "sha256:1ee4f8a893eb9bef51c6e35730cebf234d5d0b6bd112b0271e10ed7c24a02bd9"},
     {file = "tqdm-4.66.2.tar.gz", hash = "sha256:6cd52cdf0fef0e0f543299cfc96fec90d7b8a7e88745f411ec33eb44d5ed3531"},
@@ -4886,6 +5247,7 @@ version = "5.14.2"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "traitlets-5.14.2-py3-none-any.whl", hash = "sha256:fcdf85684a772ddeba87db2f398ce00b40ff550d1528c03c14dbf6a02003cd80"},
     {file = "traitlets-5.14.2.tar.gz", hash = "sha256:8cdd83c040dab7d1dee822678e5f5d100b514f7b72b01615b26fc5718916fdf9"},
@@ -4901,6 +5263,7 @@ version = "0.9.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "typer-0.9.0-py3-none-any.whl", hash = "sha256:5d96d986a21493606a358cae4461bd8cdf83cbf33a5aa950ae629ca3b51467ee"},
     {file = "typer-0.9.0.tar.gz", hash = "sha256:50922fd79aea2f4751a8e0408ff10d2662bd0c8bbfa84755a699f3bada2978b2"},
@@ -4922,6 +5285,7 @@ version = "2.9.0.20240316"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
     {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
@@ -4929,13 +5293,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
-    {file = "typing_extensions-4.9.0-py3-none-any.whl", hash = "sha256:af72aea155e91adfc61c3ae9e0e342dbc0cba726d6cba4b6c72c1f34e47291cd"},
-    {file = "typing_extensions-4.9.0.tar.gz", hash = "sha256:23478f88c37f27d76ac8aee6c905017a143b0b1b886c3c9f66bc2fd94f9f5783"},
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
@@ -4944,6 +5309,7 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
     {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
@@ -4955,111 +5321,59 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "unstructured"
-version = "0.12.6"
+version = "0.16.17"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = false
-python-versions = ">=3.9.0,<3.12"
+python-versions = "<3.13,>=3.9.0"
+groups = ["main"]
 files = [
-    {file = "unstructured-0.12.6-py3-none-any.whl", hash = "sha256:b317957d9d34e23ad884acb2ee48d93afad9f9c10b77c1a764b0459c7a807efc"},
-    {file = "unstructured-0.12.6.tar.gz", hash = "sha256:fd971c5ae15730d7303e3c0cf493d5393ec6ca742c7f02f8ba5da1778a92c6f4"},
+    {file = "unstructured-0.16.17-py3-none-any.whl", hash = "sha256:9b55bf47ac6532f16e6ef27f5b823e037ab860f07d377784b9dc43a99a981268"},
+    {file = "unstructured-0.16.17.tar.gz", hash = "sha256:590700ed344ed27a6dce8b3ffdeec2c427bd4f057d9bcb470f8ce828cc20b314"},
 ]
 
 [package.dependencies]
-backoff = "2.2.1"
-beautifulsoup4 = "4.12.3"
-certifi = "2024.2.2"
-chardet = "5.2.0"
-charset-normalizer = "3.3.2"
-click = "8.1.7"
-dataclasses-json = "0.6.4"
-dataclasses-json-speakeasy = "0.5.11"
-emoji = "2.10.1"
-filetype = "1.2.0"
-idna = "3.6"
-joblib = "1.3.2"
-jsonpath-python = "1.0.6"
-langdetect = "1.0.9"
-lxml = "5.1.0"
-marshmallow = "3.20.2"
-mypy-extensions = "1.0.0"
-nltk = "3.8.1"
-numpy = "1.26.4"
-packaging = "23.2"
-python-dateutil = "2.8.2"
-python-iso639 = "2024.2.7"
-python-magic = "0.4.27"
-rapidfuzz = "3.6.1"
-regex = "2023.12.25"
-requests = "2.31.0"
-six = "1.16.0"
-soupsieve = "2.5"
-tabulate = "0.9.0"
-tqdm = "4.66.2"
-typing-extensions = "4.9.0"
-typing-inspect = "0.9.0"
-unstructured-client = "0.18.0"
-urllib3 = "1.26.18"
-wrapt = "1.16.0"
+backoff = "*"
+beautifulsoup4 = "*"
+chardet = "*"
+dataclasses-json = "*"
+emoji = "*"
+filetype = "*"
+html5lib = "*"
+langdetect = "*"
+lxml = "*"
+nltk = "*"
+numpy = "<2"
+psutil = "*"
+python-iso639 = "*"
+python-magic = "*"
+python-oxmsg = "*"
+rapidfuzz = "*"
+requests = "*"
+tqdm = "*"
+typing-extensions = "*"
+unstructured-client = "*"
+wrapt = "*"
 
 [package.extras]
-airtable = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "inflection (==0.5.1)", "pyairtable (==2.2.2)", "pydantic (==1.10.14)", "requests (==2.31.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)"]
-all-docs = ["antlr4-python3-runtime (==4.9.3)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "coloredlogs (==15.0.1)", "contourpy (==1.2.0)", "cryptography (==42.0.2)", "cycler (==0.12.1)", "deprecated (==1.2.14)", "effdet (==0.4.1)", "et-xmlfile (==1.1.0)", "filelock (==3.13.1)", "flatbuffers (==23.5.26)", "fonttools (==4.49.0)", "fsspec (==2024.2.0)", "huggingface-hub (==0.20.3)", "humanfriendly (==10.0)", "idna (==3.6)", "importlib-metadata (==7.0.1)", "importlib-resources (==6.1.1)", "iopath (==0.1.10)", "jinja2 (==3.1.3)", "kiwisolver (==1.4.5)", "layoutparser[layoutmodels,tesseract] (==0.3.4)", "lxml (==5.1.0)", "markdown (==3.5.2)", "markupsafe (==2.1.5)", "matplotlib (==3.7.2)", "mpmath (==1.3.0)", "msg-parser (==1.2.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "olefile (==0.47)", "omegaconf (==2.3.0)", "onnx (==1.15.0)", "onnxruntime (==1.15.1)", "opencv-python (==4.8.0.76)", "openpyxl (==3.1.2)", "packaging (==23.2)", "pandas (==2.2.0)", "pdf2image (==1.17.0)", "pdfminer-six (==20221105)", "pdfplumber (==0.10.4)", "pikepdf (==8.11.0)", "pillow (==10.2.0)", "pillow-heif (==0.15.0)", "portalocker (==2.8.2)", "protobuf (==4.23.4)", "pycocotools (==2.0.7)", "pycparser (==2.21)", "pypandoc (==1.12)", "pyparsing (==3.0.9)", "pypdf (==4.0.1)", "pypdfium2 (==4.27.0)", "pytesseract (==0.3.10)", "python-dateutil (==2.8.2)", "python-docx (==1.1.0)", "python-multipart (==0.0.9)", "python-pptx (==0.6.23)", "pytz (==2024.1)", "pyyaml (==6.0.1)", "rapidfuzz (==3.6.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "safetensors (==0.3.2)", "scipy (==1.10.1)", "six (==1.16.0)", "sympy (==1.12)", "timm (==0.9.12)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "torchvision (==0.17.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "tzdata (==2024.1)", "unstructured-inference (==0.7.23)", "unstructured-pytesseract (==0.3.12)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)", "xlrd (==2.0.1)", "xlsxwriter (==3.1.9)", "zipp (==3.17.0)"]
-astra = ["anyio (==3.7.1)", "astrapy (==0.7.6)", "cassandra-driver (==3.29.0)", "cassio (==0.1.5)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "click (==8.1.7)", "deprecation (==2.1.0)", "exceptiongroup (==1.2.0)", "geomet (==0.2.1.post1)", "h11 (==0.14.0)", "h2 (==4.1.0)", "hpack (==4.0.0)", "httpcore (==1.0.4)", "httpx[http2] (==0.27.0)", "hyperframe (==6.0.1)", "idna (==3.6)", "numpy (==1.26.4)", "packaging (==23.2)", "requests (==2.31.0)", "six (==1.16.0)", "sniffio (==1.3.0)", "toml (==0.10.2)", "urllib3 (==1.26.18)"]
-azure = ["adlfs (==2024.2.0)", "aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "azure-core (==1.30.0)", "azure-datalake-store (==0.0.53)", "azure-identity (==1.15.0)", "azure-storage-blob (==12.19.0)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "frozenlist (==1.4.1)", "fsspec (==2024.2.0)", "idna (==3.6)", "isodate (==0.6.1)", "msal (==1.26.0)", "msal-extensions (==1.1.0)", "multidict (==6.0.5)", "packaging (==23.2)", "portalocker (==2.8.2)", "pycparser (==2.21)", "pyjwt[crypto] (==2.8.0)", "requests (==2.31.0)", "six (==1.16.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)", "yarl (==1.9.4)"]
-azure-cognitive-search = ["azure-common (==1.1.28)", "azure-core (==1.30.0)", "azure-search-documents (==11.4.0)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "isodate (==0.6.1)", "requests (==2.31.0)", "six (==1.16.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)"]
-bedrock = ["aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "anyio (==3.7.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "boto3 (==1.28.17)", "botocore (==1.31.17)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "dataclasses-json (==0.6.4)", "exceptiongroup (==1.2.0)", "frozenlist (==1.4.1)", "idna (==3.6)", "jmespath (==1.0.1)", "jsonpatch (==1.33)", "jsonpointer (==2.4)", "langchain-community (==0.0.20)", "langchain-core (==0.1.23)", "langsmith (==0.0.87)", "marshmallow (==3.20.2)", "multidict (==6.0.5)", "mypy-extensions (==1.0.0)", "numpy (==1.26.4)", "packaging (==23.2)", "pydantic (==1.10.14)", "python-dateutil (==2.8.2)", "pyyaml (==6.0.1)", "requests (==2.31.0)", "s3transfer (==0.6.2)", "six (==1.16.0)", "sniffio (==1.3.0)", "sqlalchemy (==2.0.27)", "tenacity (==8.2.3)", "typing-extensions (==4.9.0)", "typing-inspect (==0.9.0)", "urllib3 (==1.26.18)", "yarl (==1.9.4)"]
-biomed = ["beautifulsoup4 (==4.12.3)", "bs4 (==0.0.2)", "soupsieve (==2.5)"]
-box = ["attrs (==23.2.0)", "boxfs (==0.2.1)", "boxsdk[jwt] (==3.9.2)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "fsspec (==2024.2.0)", "idna (==3.6)", "pycparser (==2.21)", "pyjwt (==2.8.0)", "python-dateutil (==2.8.2)", "requests (==2.31.0)", "requests-toolbelt (==1.0.0)", "six (==1.16.0)", "urllib3 (==1.26.18)"]
-chroma = ["anyio (==3.7.1)", "asgiref (==3.7.2)", "backoff (==2.2.1)", "bcrypt (==4.1.2)", "build (==1.0.3)", "cachetools (==5.3.2)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "chroma-hnswlib (==0.7.3)", "chromadb (==0.4.22)", "click (==8.1.7)", "coloredlogs (==15.0.1)", "deprecated (==1.2.14)", "exceptiongroup (==1.2.0)", "fastapi (==0.109.2)", "filelock (==3.13.1)", "flatbuffers (==23.5.26)", "fsspec (==2024.2.0)", "google-auth (==2.28.0)", "googleapis-common-protos (==1.62.0)", "grpcio (==1.60.1)", "h11 (==0.14.0)", "httptools (==0.6.1)", "huggingface-hub (==0.20.3)", "humanfriendly (==10.0)", "idna (==3.6)", "importlib-metadata (==6.11.0)", "importlib-resources (==6.1.1)", "kubernetes (==29.0.0)", "mmh3 (==4.1.0)", "monotonic (==1.6)", "mpmath (==1.3.0)", "numpy (==1.26.4)", "oauthlib (==3.2.2)", "onnxruntime (==1.15.1)", "opentelemetry-api (==1.22.0)", "opentelemetry-exporter-otlp-proto-common (==1.22.0)", "opentelemetry-exporter-otlp-proto-grpc (==1.22.0)", "opentelemetry-instrumentation (==0.43b0)", "opentelemetry-instrumentation-asgi (==0.43b0)", "opentelemetry-instrumentation-fastapi (==0.43b0)", "opentelemetry-proto (==1.22.0)", "opentelemetry-sdk (==1.22.0)", "opentelemetry-semantic-conventions (==0.43b0)", "opentelemetry-util-http (==0.43b0)", "overrides (==7.7.0)", "packaging (==23.2)", "posthog (==3.4.1)", "protobuf (==4.23.4)", "pulsar-client (==3.4.0)", "pyasn1 (==0.5.1)", "pyasn1-modules (==0.3.0)", "pydantic (==1.10.14)", "pypika (==0.48.9)", "pyproject-hooks (==1.0.0)", "python-dateutil (==2.8.2)", "python-dotenv (==1.0.1)", "pyyaml (==6.0.1)", "requests (==2.31.0)", "requests-oauthlib (==1.3.1)", "rsa (==4.9)", "six (==1.16.0)", "sniffio (==1.3.0)", "starlette (==0.36.3)", "sympy (==1.12)", "tenacity (==8.2.3)", "tokenizers (==0.15.2)", "tomli (==2.0.1)", "tqdm (==4.66.2)", "typer (==0.9.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)", "uvicorn[standard] (==0.27.1)", "uvloop (==0.19.0)", "watchfiles (==0.21.0)", "websocket-client (==1.7.0)", "websockets (==12.0)", "wrapt (==1.16.0)", "zipp (==3.17.0)"]
-confluence = ["atlassian-python-api (==3.41.10)", "beautifulsoup4 (==4.12.3)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "deprecated (==1.2.14)", "idna (==3.6)", "jmespath (==1.0.1)", "oauthlib (==3.2.2)", "requests (==2.31.0)", "requests-oauthlib (==1.3.1)", "six (==1.16.0)", "soupsieve (==2.5)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)"]
-csv = ["numpy (==1.26.4)", "pandas (==2.2.0)", "python-dateutil (==2.8.2)", "pytz (==2024.1)", "six (==1.16.0)", "tzdata (==2024.1)"]
-databricks-volumes = ["cachetools (==5.3.2)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "databricks-sdk (==0.19.1)", "google-auth (==2.28.0)", "idna (==3.6)", "pyasn1 (==0.5.1)", "pyasn1-modules (==0.3.0)", "requests (==2.31.0)", "rsa (==4.9)", "urllib3 (==1.26.18)"]
-delta-table = ["deltalake (==0.15.3)", "fsspec (==2024.2.0)", "numpy (==1.26.4)", "pyarrow (==15.0.0)", "pyarrow-hotfix (==0.6)"]
-discord = ["aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "discord-py (==2.3.2)", "frozenlist (==1.4.1)", "idna (==3.6)", "multidict (==6.0.5)", "yarl (==1.9.4)"]
-doc = ["lxml (==5.1.0)", "python-docx (==1.1.0)", "typing-extensions (==4.9.0)"]
-docx = ["lxml (==5.1.0)", "python-docx (==1.1.0)", "typing-extensions (==4.9.0)"]
-dropbox = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "dropbox (==11.36.2)", "dropboxdrivefs (==1.3.1)", "fsspec (==2024.2.0)", "idna (==3.6)", "ply (==3.11)", "requests (==2.31.0)", "six (==1.16.0)", "stone (==3.3.1)", "urllib3 (==1.26.18)"]
-elasticsearch = ["certifi (==2024.2.2)", "elastic-transport (==8.12.0)", "elasticsearch (==8.12.0)", "urllib3 (==1.26.18)"]
-embed-huggingface = ["aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "anyio (==3.7.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "click (==8.1.7)", "dataclasses-json (==0.6.4)", "exceptiongroup (==1.2.0)", "filelock (==3.13.1)", "frozenlist (==1.4.1)", "fsspec (==2024.2.0)", "huggingface (==0.0.1)", "huggingface-hub (==0.20.3)", "idna (==3.6)", "jinja2 (==3.1.3)", "joblib (==1.3.2)", "jsonpatch (==1.33)", "jsonpointer (==2.4)", "langchain-community (==0.0.20)", "langchain-core (==0.1.23)", "langsmith (==0.0.87)", "markupsafe (==2.1.5)", "marshmallow (==3.20.2)", "mpmath (==1.3.0)", "multidict (==6.0.5)", "mypy-extensions (==1.0.0)", "networkx (==3.2.1)", "nltk (==3.8.1)", "numpy (==1.26.4)", "packaging (==23.2)", "pillow (==10.2.0)", "pydantic (==1.10.14)", "pyyaml (==6.0.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "safetensors (==0.3.2)", "scikit-learn (==1.4.0)", "scipy (==1.10.1)", "sentence-transformers (==2.3.1)", "sentencepiece (==0.1.99)", "sniffio (==1.3.0)", "sqlalchemy (==2.0.27)", "sympy (==1.12)", "tenacity (==8.2.3)", "threadpoolctl (==3.3.0)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "typing-inspect (==0.9.0)", "urllib3 (==1.26.18)", "yarl (==1.9.4)"]
-epub = ["pypandoc (==1.12)"]
-gcs = ["aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "beautifulsoup4 (==4.12.3)", "bs4 (==0.0.2)", "cachetools (==5.3.2)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "decorator (==5.1.1)", "frozenlist (==1.4.1)", "fsspec (==2024.2.0)", "gcsfs (==2024.2.0)", "google-api-core (==2.17.1)", "google-auth (==2.28.0)", "google-auth-oauthlib (==1.2.0)", "google-cloud-core (==2.4.1)", "google-cloud-storage (==2.14.0)", "google-crc32c (==1.5.0)", "google-resumable-media (==2.7.0)", "googleapis-common-protos (==1.62.0)", "idna (==3.6)", "multidict (==6.0.5)", "oauthlib (==3.2.2)", "protobuf (==4.23.4)", "pyasn1 (==0.5.1)", "pyasn1-modules (==0.3.0)", "requests (==2.31.0)", "requests-oauthlib (==1.3.1)", "rsa (==4.9)", "soupsieve (==2.5)", "urllib3 (==1.26.18)", "yarl (==1.9.4)"]
-github = ["certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "deprecated (==1.2.14)", "idna (==3.6)", "pycparser (==2.21)", "pygithub (==2.2.0)", "pyjwt[crypto] (==2.8.0)", "pynacl (==1.5.0)", "requests (==2.31.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)"]
-gitlab = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "python-gitlab (==4.4.0)", "requests (==2.31.0)", "requests-toolbelt (==1.0.0)", "urllib3 (==1.26.18)"]
-google-drive = ["cachetools (==5.3.2)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "google-api-core (==2.17.1)", "google-api-python-client (==2.118.0)", "google-auth (==2.28.0)", "google-auth-httplib2 (==0.2.0)", "googleapis-common-protos (==1.62.0)", "httplib2 (==0.22.0)", "idna (==3.6)", "protobuf (==4.23.4)", "pyasn1 (==0.5.1)", "pyasn1-modules (==0.3.0)", "pyparsing (==3.0.9)", "requests (==2.31.0)", "rsa (==4.9)", "uritemplate (==4.1.1)", "urllib3 (==1.26.18)"]
-hubspot = ["certifi (==2024.2.2)", "hubspot-api-client (==8.2.1)", "python-dateutil (==2.8.2)", "six (==1.16.0)", "urllib3 (==1.26.18)"]
-huggingface = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "click (==8.1.7)", "filelock (==3.13.1)", "fsspec (==2024.2.0)", "huggingface-hub (==0.20.3)", "idna (==3.6)", "jinja2 (==3.1.3)", "joblib (==1.3.2)", "langdetect (==1.0.9)", "markupsafe (==2.1.5)", "mpmath (==1.3.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "packaging (==23.2)", "pyyaml (==6.0.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "sacremoses (==0.1.1)", "safetensors (==0.3.2)", "sentencepiece (==0.1.99)", "six (==1.16.0)", "sympy (==1.12)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)"]
-image = ["antlr4-python3-runtime (==4.9.3)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "coloredlogs (==15.0.1)", "contourpy (==1.2.0)", "cryptography (==42.0.2)", "cycler (==0.12.1)", "deprecated (==1.2.14)", "effdet (==0.4.1)", "filelock (==3.13.1)", "flatbuffers (==23.5.26)", "fonttools (==4.49.0)", "fsspec (==2024.2.0)", "huggingface-hub (==0.20.3)", "humanfriendly (==10.0)", "idna (==3.6)", "importlib-resources (==6.1.1)", "iopath (==0.1.10)", "jinja2 (==3.1.3)", "kiwisolver (==1.4.5)", "layoutparser[layoutmodels,tesseract] (==0.3.4)", "lxml (==5.1.0)", "markupsafe (==2.1.5)", "matplotlib (==3.7.2)", "mpmath (==1.3.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "omegaconf (==2.3.0)", "onnx (==1.15.0)", "onnxruntime (==1.15.1)", "opencv-python (==4.8.0.76)", "packaging (==23.2)", "pandas (==2.2.0)", "pdf2image (==1.17.0)", "pdfminer-six (==20221105)", "pdfplumber (==0.10.4)", "pikepdf (==8.11.0)", "pillow (==10.2.0)", "pillow-heif (==0.15.0)", "portalocker (==2.8.2)", "protobuf (==4.23.4)", "pycocotools (==2.0.7)", "pycparser (==2.21)", "pyparsing (==3.0.9)", "pypdf (==4.0.1)", "pypdfium2 (==4.27.0)", "pytesseract (==0.3.10)", "python-dateutil (==2.8.2)", "python-multipart (==0.0.9)", "pytz (==2024.1)", "pyyaml (==6.0.1)", "rapidfuzz (==3.6.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "safetensors (==0.3.2)", "scipy (==1.10.1)", "six (==1.16.0)", "sympy (==1.12)", "timm (==0.9.12)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "torchvision (==0.17.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "tzdata (==2024.1)", "unstructured-inference (==0.7.23)", "unstructured-pytesseract (==0.3.12)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)", "zipp (==3.17.0)"]
-jira = ["atlassian-python-api (==3.41.10)", "beautifulsoup4 (==4.12.3)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "deprecated (==1.2.14)", "idna (==3.6)", "jmespath (==1.0.1)", "oauthlib (==3.2.2)", "requests (==2.31.0)", "requests-oauthlib (==1.3.1)", "six (==1.16.0)", "soupsieve (==2.5)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)"]
-local-inference = ["antlr4-python3-runtime (==4.9.3)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "coloredlogs (==15.0.1)", "contourpy (==1.2.0)", "cryptography (==42.0.2)", "cycler (==0.12.1)", "deprecated (==1.2.14)", "effdet (==0.4.1)", "et-xmlfile (==1.1.0)", "filelock (==3.13.1)", "flatbuffers (==23.5.26)", "fonttools (==4.49.0)", "fsspec (==2024.2.0)", "huggingface-hub (==0.20.3)", "humanfriendly (==10.0)", "idna (==3.6)", "importlib-metadata (==7.0.1)", "importlib-resources (==6.1.1)", "iopath (==0.1.10)", "jinja2 (==3.1.3)", "kiwisolver (==1.4.5)", "layoutparser[layoutmodels,tesseract] (==0.3.4)", "lxml (==5.1.0)", "markdown (==3.5.2)", "markupsafe (==2.1.5)", "matplotlib (==3.7.2)", "mpmath (==1.3.0)", "msg-parser (==1.2.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "olefile (==0.47)", "omegaconf (==2.3.0)", "onnx (==1.15.0)", "onnxruntime (==1.15.1)", "opencv-python (==4.8.0.76)", "openpyxl (==3.1.2)", "packaging (==23.2)", "pandas (==2.2.0)", "pdf2image (==1.17.0)", "pdfminer-six (==20221105)", "pdfplumber (==0.10.4)", "pikepdf (==8.11.0)", "pillow (==10.2.0)", "pillow-heif (==0.15.0)", "portalocker (==2.8.2)", "protobuf (==4.23.4)", "pycocotools (==2.0.7)", "pycparser (==2.21)", "pypandoc (==1.12)", "pyparsing (==3.0.9)", "pypdf (==4.0.1)", "pypdfium2 (==4.27.0)", "pytesseract (==0.3.10)", "python-dateutil (==2.8.2)", "python-docx (==1.1.0)", "python-multipart (==0.0.9)", "python-pptx (==0.6.23)", "pytz (==2024.1)", "pyyaml (==6.0.1)", "rapidfuzz (==3.6.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "safetensors (==0.3.2)", "scipy (==1.10.1)", "six (==1.16.0)", "sympy (==1.12)", "timm (==0.9.12)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "torchvision (==0.17.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "tzdata (==2024.1)", "unstructured-inference (==0.7.23)", "unstructured-pytesseract (==0.3.12)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)", "xlrd (==2.0.1)", "xlsxwriter (==3.1.9)", "zipp (==3.17.0)"]
-md = ["importlib-metadata (==7.0.1)", "markdown (==3.5.2)", "zipp (==3.17.0)"]
-mongodb = ["dnspython (==2.5.0)", "pymongo (==4.6.1)"]
-msg = ["msg-parser (==1.2.0)", "olefile (==0.47)"]
-notion = ["anyio (==3.7.1)", "certifi (==2024.2.2)", "exceptiongroup (==1.2.0)", "h11 (==0.14.0)", "htmlbuilder (==1.0.0)", "httpcore (==1.0.3)", "httpx (==0.26.0)", "idna (==3.6)", "notion-client (==2.2.1)", "sniffio (==1.3.0)"]
-odt = ["lxml (==5.1.0)", "pypandoc (==1.12)", "python-docx (==1.1.0)", "typing-extensions (==4.9.0)"]
-onedrive = ["beautifulsoup4 (==4.12.3)", "bs4 (==0.0.2)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "idna (==3.6)", "msal (==1.26.0)", "office365-rest-python-client (==2.4.2)", "pycparser (==2.21)", "pyjwt[crypto] (==2.8.0)", "pytz (==2024.1)", "requests (==2.31.0)", "soupsieve (==2.5)", "urllib3 (==1.26.18)"]
-openai = ["aiohttp (==3.9.3)", "aiosignal (==1.3.1)", "anyio (==3.7.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "dataclasses-json (==0.6.4)", "distro (==1.9.0)", "exceptiongroup (==1.2.0)", "frozenlist (==1.4.1)", "h11 (==0.14.0)", "httpcore (==1.0.3)", "httpx (==0.26.0)", "idna (==3.6)", "jsonpatch (==1.33)", "jsonpointer (==2.4)", "langchain-community (==0.0.20)", "langchain-core (==0.1.23)", "langsmith (==0.0.87)", "marshmallow (==3.20.2)", "multidict (==6.0.5)", "mypy-extensions (==1.0.0)", "numpy (==1.26.4)", "openai (==1.12.0)", "packaging (==23.2)", "pydantic (==1.10.14)", "pyyaml (==6.0.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "sniffio (==1.3.0)", "sqlalchemy (==2.0.27)", "tenacity (==8.2.3)", "tiktoken (==0.6.0)", "tqdm (==4.66.2)", "typing-extensions (==4.9.0)", "typing-inspect (==0.9.0)", "urllib3 (==1.26.18)", "yarl (==1.9.4)"]
-opensearch = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "opensearch-py (==2.4.2)", "python-dateutil (==2.8.2)", "requests (==2.31.0)", "six (==1.16.0)", "urllib3 (==1.26.18)"]
-org = ["pypandoc (==1.12)"]
-outlook = ["certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "idna (==3.6)", "msal (==1.26.0)", "office365-rest-python-client (==2.4.2)", "pycparser (==2.21)", "pyjwt[crypto] (==2.8.0)", "pytz (==2024.1)", "requests (==2.31.0)", "urllib3 (==1.26.18)"]
-paddleocr = ["attrdict (==2.0.1)", "babel (==2.14.0)", "bce-python-sdk (==0.9.4)", "blinker (==1.7.0)", "cachetools (==5.3.2)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "click (==8.1.7)", "contourpy (==1.2.0)", "cssselect (==1.2.0)", "cssutils (==2.9.0)", "cycler (==0.12.1)", "cython (==3.0.8)", "et-xmlfile (==1.1.0)", "flask (==3.0.2)", "flask-babel (==4.0.0)", "fonttools (==4.49.0)", "future (==0.18.3)", "idna (==3.6)", "imageio (==2.34.0)", "imgaug (==0.4.0)", "importlib-metadata (==7.0.1)", "importlib-resources (==6.1.1)", "itsdangerous (==2.1.2)", "jinja2 (==3.1.3)", "kiwisolver (==1.4.5)", "lanms-neo (==1.0.2)", "lazy-loader (==0.3)", "lmdb (==1.4.1)", "lxml (==5.1.0)", "markupsafe (==2.1.5)", "matplotlib (==3.7.2)", "networkx (==3.2.1)", "numpy (==1.26.4)", "opencv-contrib-python (==4.8.0.76)", "opencv-python (==4.8.0.76)", "openpyxl (==3.1.2)", "packaging (==23.2)", "pandas (==2.2.0)", "pdf2image (==1.17.0)", "pillow (==10.2.0)", "polygon3 (==3.0.9.1)", "premailer (==3.10.0)", "protobuf (==4.23.4)", "psutil (==5.9.8)", "pyclipper (==1.3.0.post5)", "pycryptodome (==3.20.0)", "pyparsing (==3.0.9)", "python-dateutil (==2.8.2)", "pytz (==2024.1)", "rapidfuzz (==3.6.1)", "rarfile (==4.1)", "requests (==2.31.0)", "scikit-image (==0.22.0)", "scipy (==1.10.1)", "shapely (==2.0.2)", "six (==1.16.0)", "tifffile (==2024.2.12)", "tqdm (==4.66.2)", "tzdata (==2024.1)", "unstructured-paddleocr (==2.6.1.3)", "urllib3 (==1.26.18)", "visualdl (==2.5.3)", "werkzeug (==3.0.1)", "zipp (==3.17.0)"]
-pdf = ["antlr4-python3-runtime (==4.9.3)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "coloredlogs (==15.0.1)", "contourpy (==1.2.0)", "cryptography (==42.0.2)", "cycler (==0.12.1)", "deprecated (==1.2.14)", "effdet (==0.4.1)", "filelock (==3.13.1)", "flatbuffers (==23.5.26)", "fonttools (==4.49.0)", "fsspec (==2024.2.0)", "huggingface-hub (==0.20.3)", "humanfriendly (==10.0)", "idna (==3.6)", "importlib-resources (==6.1.1)", "iopath (==0.1.10)", "jinja2 (==3.1.3)", "kiwisolver (==1.4.5)", "layoutparser[layoutmodels,tesseract] (==0.3.4)", "lxml (==5.1.0)", "markupsafe (==2.1.5)", "matplotlib (==3.7.2)", "mpmath (==1.3.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "omegaconf (==2.3.0)", "onnx (==1.15.0)", "onnxruntime (==1.15.1)", "opencv-python (==4.8.0.76)", "packaging (==23.2)", "pandas (==2.2.0)", "pdf2image (==1.17.0)", "pdfminer-six (==20221105)", "pdfplumber (==0.10.4)", "pikepdf (==8.11.0)", "pillow (==10.2.0)", "pillow-heif (==0.15.0)", "portalocker (==2.8.2)", "protobuf (==4.23.4)", "pycocotools (==2.0.7)", "pycparser (==2.21)", "pyparsing (==3.0.9)", "pypdf (==4.0.1)", "pypdfium2 (==4.27.0)", "pytesseract (==0.3.10)", "python-dateutil (==2.8.2)", "python-multipart (==0.0.9)", "pytz (==2024.1)", "pyyaml (==6.0.1)", "rapidfuzz (==3.6.1)", "regex (==2023.12.25)", "requests (==2.31.0)", "safetensors (==0.3.2)", "scipy (==1.10.1)", "six (==1.16.0)", "sympy (==1.12)", "timm (==0.9.12)", "tokenizers (==0.15.2)", "torch (==2.2.0)", "torchvision (==0.17.0)", "tqdm (==4.66.2)", "transformers (==4.37.1)", "typing-extensions (==4.9.0)", "tzdata (==2024.1)", "unstructured-inference (==0.7.23)", "unstructured-pytesseract (==0.3.12)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)", "zipp (==3.17.0)"]
-pinecone = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "dnspython (==2.5.0)", "idna (==3.6)", "loguru (==0.7.2)", "numpy (==1.26.4)", "pinecone-client (==2.2.4)", "python-dateutil (==2.8.2)", "pyyaml (==6.0.1)", "requests (==2.31.0)", "six (==1.16.0)", "tqdm (==4.66.2)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)"]
-postgres = ["psycopg2-binary (==2.9.9)"]
-ppt = ["lxml (==5.1.0)", "pillow (==10.2.0)", "python-pptx (==0.6.23)", "xlsxwriter (==3.1.9)"]
-pptx = ["lxml (==5.1.0)", "pillow (==10.2.0)", "python-pptx (==0.6.23)", "xlsxwriter (==3.1.9)"]
-qdrant = ["anyio (==3.7.1)", "certifi (==2024.2.2)", "exceptiongroup (==1.2.0)", "grpcio (==1.60.1)", "grpcio-tools (==1.60.1)", "h11 (==0.14.0)", "h2 (==4.1.0)", "hpack (==4.0.0)", "httpcore (==1.0.3)", "httpx[http2] (==0.26.0)", "hyperframe (==6.0.1)", "idna (==3.6)", "numpy (==1.26.4)", "portalocker (==2.8.2)", "protobuf (==4.23.4)", "pydantic (==1.10.14)", "qdrant-client (==1.7.3)", "sniffio (==1.3.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)"]
-reddit = ["certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "praw (==7.7.1)", "prawcore (==2.4.0)", "requests (==2.31.0)", "update-checker (==0.18.0)", "urllib3 (==1.26.18)", "websocket-client (==1.7.0)"]
-rst = ["pypandoc (==1.12)"]
-rtf = ["pypandoc (==1.12)"]
-s3 = ["aiobotocore (==2.7.0)", "aiohttp (==3.9.3)", "aioitertools (==0.11.0)", "aiosignal (==1.3.1)", "async-timeout (==4.0.3)", "attrs (==23.2.0)", "botocore (==1.31.17)", "frozenlist (==1.4.1)", "fsspec (==2024.2.0)", "idna (==3.6)", "jmespath (==1.0.1)", "multidict (==6.0.5)", "python-dateutil (==2.8.2)", "s3fs (==2024.2.0)", "six (==1.16.0)", "typing-extensions (==4.9.0)", "urllib3 (==1.26.18)", "wrapt (==1.16.0)", "yarl (==1.9.4)"]
-salesforce = ["attrs (==23.2.0)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "idna (==3.6)", "isodate (==0.6.1)", "lxml (==5.1.0)", "more-itertools (==10.2.0)", "pendulum (==3.0.0)", "platformdirs (==3.10.0)", "pycparser (==2.21)", "pyjwt (==2.8.0)", "python-dateutil (==2.8.2)", "pytz (==2024.1)", "requests (==2.31.0)", "requests-file (==2.0.0)", "requests-toolbelt (==1.0.0)", "simple-salesforce (==1.12.5)", "six (==1.16.0)", "time-machine (==2.13.0)", "tzdata (==2024.1)", "urllib3 (==1.26.18)", "zeep (==4.2.1)"]
-sftp = ["bcrypt (==4.1.2)", "cffi (==1.16.0)", "cryptography (==42.0.2)", "fsspec (==2024.2.0)", "paramiko (==3.4.0)", "pycparser (==2.21)", "pynacl (==1.5.0)"]
-sharepoint = ["certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "idna (==3.6)", "msal (==1.26.0)", "office365-rest-python-client (==2.4.2)", "pycparser (==2.21)", "pyjwt[crypto] (==2.8.0)", "pytz (==2024.1)", "requests (==2.31.0)", "urllib3 (==1.26.18)"]
-slack = ["slack-sdk (==3.27.0)"]
-tsv = ["numpy (==1.26.4)", "pandas (==2.2.0)", "python-dateutil (==2.8.2)", "pytz (==2024.1)", "six (==1.16.0)", "tzdata (==2024.1)"]
-weaviate = ["authlib (==1.3.0)", "certifi (==2024.2.2)", "cffi (==1.16.0)", "charset-normalizer (==3.3.2)", "cryptography (==42.0.2)", "idna (==3.6)", "pycparser (==2.21)", "requests (==2.31.0)", "urllib3 (==1.26.18)", "validators (==0.22.0)", "weaviate-client (==3.26.2)"]
-wikipedia = ["beautifulsoup4 (==4.12.3)", "certifi (==2024.2.2)", "charset-normalizer (==3.3.2)", "idna (==3.6)", "requests (==2.31.0)", "soupsieve (==2.5)", "urllib3 (==1.26.18)", "wikipedia (==1.4.0)"]
-xlsx = ["et-xmlfile (==1.1.0)", "networkx (==3.2.1)", "numpy (==1.26.4)", "openpyxl (==3.1.2)", "pandas (==2.2.0)", "python-dateutil (==2.8.2)", "pytz (==2024.1)", "six (==1.16.0)", "tzdata (==2024.1)", "xlrd (==2.0.1)"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.6)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+csv = ["pandas"]
+doc = ["python-docx (>=1.1.2)"]
+docx = ["python-docx (>=1.1.2)"]
+epub = ["pypandoc"]
+huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
+image = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.6)", "unstructured.pytesseract (>=0.3.12)"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypandoc", "pypdf", "python-docx (>=1.1.2)", "python-pptx (>=1.0.1)", "unstructured-inference (>=0.8.6)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+md = ["markdown"]
+odt = ["pypandoc", "python-docx (>=1.1.2)"]
+org = ["pypandoc"]
+paddleocr = ["paddlepaddle (==3.0.0b1)", "unstructured.paddleocr (==2.8.1.0)"]
+pdf = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pi-heif", "pikepdf", "pypdf", "unstructured-inference (>=0.8.6)", "unstructured.pytesseract (>=0.3.12)"]
+ppt = ["python-pptx (>=1.0.1)"]
+pptx = ["python-pptx (>=1.0.1)"]
+rst = ["pypandoc"]
+rtf = ["pypandoc"]
+tsv = ["pandas"]
+xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
 
 [[package]]
 name = "unstructured-client"
@@ -5067,6 +5381,7 @@ version = "0.18.0"
 description = "Python Client SDK for Unstructured API"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "unstructured-client-0.18.0.tar.gz", hash = "sha256:b5f1866b6a48d2e28645e37e86c9d58b1ee7df2d88e79adf873572338c027aa8"},
     {file = "unstructured_client-0.18.0-py3-none-any.whl", hash = "sha256:36d8c5cb01b97a87e271e11d4d5a063d1c5b85fc5fd7f07819c35a9bef74821f"},
@@ -5097,6 +5412,7 @@ version = "1.3.0"
 description = "RFC 6570 URI Template Processor"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
     {file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
@@ -5111,6 +5427,7 @@ version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main"]
 files = [
     {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
     {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
@@ -5127,6 +5444,7 @@ version = "0.28.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "uvicorn-0.28.1-py3-none-any.whl", hash = "sha256:5162f6d652f545be91b1feeaee8180774af143965ca9dc8a47ff1dc6bafa4ad5"},
     {file = "uvicorn-0.28.1.tar.gz", hash = "sha256:08103e79d546b6cf20f67c7e5e434d2cf500a6e29b28773e407250c54fc4fa3c"},
@@ -5153,6 +5471,8 @@ version = "0.19.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["main"]
+markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\""
 files = [
     {file = "uvloop-0.19.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:de4313d7f575474c8f5a12e163f6d89c0a878bc49219641d49e6f1444369a90e"},
     {file = "uvloop-0.19.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5588bd21cf1fcf06bded085f37e43ce0e00424197e7c10e77afd4bbefffef428"},
@@ -5197,6 +5517,7 @@ version = "0.21.0"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "watchfiles-0.21.0-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:27b4035013f1ea49c6c0b42d983133b136637a527e48c132d368eb19bf1ac6aa"},
     {file = "watchfiles-0.21.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c81818595eff6e92535ff32825f31c116f867f64ff8cdf6562cd1d6b2e1e8f3e"},
@@ -5284,6 +5605,7 @@ version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
     {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
@@ -5295,6 +5617,7 @@ version = "1.13"
 description = "A library for working with the color formats defined by HTML and CSS."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "webcolors-1.13-py3-none-any.whl", hash = "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf"},
     {file = "webcolors-1.13.tar.gz", hash = "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"},
@@ -5310,6 +5633,7 @@ version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
@@ -5321,6 +5645,7 @@ version = "1.7.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
     {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
@@ -5337,6 +5662,7 @@ version = "12.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "websockets-12.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d554236b2a2006e0ce16315c16eaa0d628dab009c33b63ea03f41c6107958374"},
     {file = "websockets-12.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2d225bb6886591b1746b17c0573e29804619c8f755b5598d875bb4235ea639be"},
@@ -5418,6 +5744,7 @@ version = "4.0.10"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "widgetsnbextension-4.0.10-py3-none-any.whl", hash = "sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc"},
     {file = "widgetsnbextension-4.0.10.tar.gz", hash = "sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f"},
@@ -5429,6 +5756,7 @@ version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "wrapt-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4"},
     {file = "wrapt-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020"},
@@ -5508,6 +5836,7 @@ version = "3.2.0"
 description = "A Python module for creating Excel XLSX files."
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
 files = [
     {file = "XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e"},
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
@@ -5519,6 +5848,7 @@ version = "1.9.4"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
 files = [
     {file = "yarl-1.9.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a8c1df72eb746f4136fe9a2e72b0c9dc1da1cbd23b5372f94b5820ff8ae30e0e"},
     {file = "yarl-1.9.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a3a6ed1d525bfb91b3fc9b690c5a21bb52de28c018530ad85093cc488bee2dd2"},
@@ -5622,6 +5952,7 @@ version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
     {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
@@ -5632,6 +5963,6 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
-lock-version = "2.0"
-python-versions = ">3.10,<3.11"
-content-hash = "c0516c8ddfbb919e01c9ccddc1a2b260f41dbea71d307a645c9ad05b6ddd0af6"
+lock-version = "2.1"
+python-versions = ">3.10,<3.13"
+content-hash = "436a7b88018348f66ca44cc039cf535952552b5a80b538277ddf6a8d009a4a83"
diff --git a/pyproject.toml b/pyproject.toml
index 11e73c6..e52cf8c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,13 +2,12 @@
 name = "formulallm"
 version = "0.1.2"
 description = ""
-authors = ["Aadi Bajpai <aadi.bajpai@vanderbilt.edu>","Stephen Johnson <stephen.johnson@vanderbilt.edu>"]
+authors = ["Aadi Bajpai <aadi.bajpai@vanderbilt.edu>","Stephen Johnson <stephen.johnson@vanderbilt.edu>","Qishen Zhang <qishen23@gmail.com>"]
 readme = "README.md"
 packages = [{include = "formulallm"}]
 
 [tool.poetry.dependencies]
-python = ">3.10,<3.11"
-openai = "0.28.1"
+python = ">3.10,<3.13"
 langchain = "0.1.8"
 langsmith = "0.1.5"
 langchain_community = "0.0.28"
@@ -19,9 +18,11 @@ pillow = "10.2.0"
 ipython = "8.21.0"
 pymupdf = "^1.23.26"
 chromadb = "^0.4.24"
-unstructured = "^0.12.6"
+unstructured = "^0.16.17"
 python-pptx = "^0.6.23"
 python-docx = "^1.1.0"
+openai = "^1.61.0"
+pypdf2 = "^3.0.1"
 
 [build-system]
 requires = ["poetry-core"]

From 9371a730d9d2301e5373b89b5242174cfbac67e8 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Fri, 31 Jan 2025 17:29:05 -0500
Subject: [PATCH 03/20] Add data files for parser DSL

---
 examples/data/parser/GeneratedTar.4ml   | 2157 +++++++++++++++++++++++
 examples/data/parser/ParserDSL.4ml      |   46 +
 examples/data/parser/TinyDemoParser.4ml |   59 +
 examples/data/parser/formula.pdf        |  Bin 0 -> 549675 bytes
 examples/data/parser/untar1.c           |  201 +++
 examples/data/parser/untar2.c           |  342 ++++
 6 files changed, 2805 insertions(+)
 create mode 100644 examples/data/parser/GeneratedTar.4ml
 create mode 100644 examples/data/parser/ParserDSL.4ml
 create mode 100644 examples/data/parser/TinyDemoParser.4ml
 create mode 100644 examples/data/parser/formula.pdf
 create mode 100644 examples/data/parser/untar1.c
 create mode 100644 examples/data/parser/untar2.c

diff --git a/examples/data/parser/GeneratedTar.4ml b/examples/data/parser/GeneratedTar.4ml
new file mode 100644
index 0000000..cdf7010
--- /dev/null
+++ b/examples/data/parser/GeneratedTar.4ml
@@ -0,0 +1,2157 @@
+domain TarParser extends GenericDataParser at "ParserDSL.4ml" {
+    IntermediateResult("in_block", state, 0) :- 
+        state is State(inputData, INIT, 0, 0).
+
+    IntermediateResult("in_block", state, 1) :- 
+        state is State(inputData, _, _, _),
+        IntermediateResult("in_block", state, 0),
+        IntermediateResult("size", state, sizeVal),
+        sizeVal = 0.
+
+    IntermediateResult("in_block", state, 0) :- 
+        state is State(inputData, _, _, _),
+        IntermediateResult("in_block", state, 1),
+        IntermediateResult("size", state, sizeVal),
+        sizeVal = 0.
+
+    IntermediateResult("directory", state, 0), 
+    IntermediateResult("files", state, newFilesVal) :-
+        state is State(inputData, READ, pos, offset),
+        IntermediateResult("files", state, filesVal),
+        newFilesVal = filesVal + 1,
+        IntermediateResult("in_block", state, inBlockVal),
+        inBlockVal = 0,
+        Byte(inputData, typeByte, pos + 156),
+        typeByte = 77.
+
+    IntermediateResult("directory", state, 1) :-
+        state is State(inputData, READ, pos, offset),
+        IntermediateResult("in_block", state, inBlockVal),
+        inBlockVal = 0,
+        Byte(inputData, typeByte, pos + 156),
+        typeByte = 86.
+
+    IntermediateResult("directory", state, 0), 
+    IntermediateResult("skipEntry", state, 1) :-
+        state is State(inputData, READ, pos, offset),
+        IntermediateResult("in_block", state, inBlockVal),
+        inBlockVal = 0,
+        Byte(inputData, typeByte, pos + 156),
+        typeByte = 88. 
+
+    IntermediateResult("fileType", state, "UNKNOWN") :-
+        state is State(inputData, READ, pos, offset),
+        IntermediateResult("in_block", state, inBlockVal),
+        inBlockVal = 0,
+        Byte(inputData, typeByte, pos + 156),
+        typeByte != 77,
+        typeByte != 86,
+        typeByte != 88.
+    
+    IntermediateResult("size", state, sizeVal) :-
+        state is State(inputData, _, pos, offset),
+        Byte(inputData, b1, pos + 156),
+        Byte(inputData, b2, pos + 157),
+        Byte(inputData, b3, pos + 158),
+        sizeVal = b1*b2*b3.
+
+    IntermediateResult("nskip", state, nskipVal) :- 
+        state is State(inputData, _, pos, offset),
+        IntermediateResult("size", state, sizeVal),
+        nskipVal = sizeVal.
+
+    IntermediateResult("skipEntry", state, newSkipEntryVal) :-
+        state is State(inputData, READ, pos, offset),
+        IntermediateResult("in_block", state, inBlockVal),
+        inBlockVal = 0,
+        IntermediateResult("size", state, sizeVal),
+        sizeVal < 0,
+        IntermediateResult("skipEntry", state, skipEntryVal),
+        newSkipEntryVal = skipEntryVal + 1,
+        Byte(inputData, typeByte, pos + 156),
+        typeByte = 88.
+
+    IntermediateResult("nread", state, nreadVal) :- 
+        inputData is InputData(_, _, length),
+        state is State(inputData, _, pos, offset),
+        pos + offset < length,
+        nreadVal = 512.
+
+    IntermediateResult("nread", state, nreadVal) :- 
+        inputData is InputData(_, _, length),
+        state is State(inputData, _, pos, offset),
+        pos + offset >= length,
+        nreadVal = (pos + offset) % 512.
+
+    hasOverRead :- OverRead(state).
+
+    ContinueCondition(state) :- CanReadMore(state).
+
+    NextPos(state, newPos) :- 
+        state is State(inputData, _, pos, offset), 
+        IntermediateResult("nskip", state, nskipVal),
+        newPos = pos + offset + nskipVal.
+
+    NextOffset(state, newOffset) :- 
+        state is State(inputData, _, pos, offset), 
+        newOffset = 512.
+}
+
+
+model wrongModel of TarParser {
+inputData is InputData("tarfile", "data", 1024).
+initState is State(inputData, INIT, 0, 0).
+Byte(inputData,1,0).
+Byte(inputData,1,1).
+Byte(inputData,1,2).
+Byte(inputData,1,3).
+Byte(inputData,1,4).
+Byte(inputData,1,5).
+Byte(inputData,1,6).
+Byte(inputData,1,7).
+Byte(inputData,1,8).
+Byte(inputData,1,9).
+Byte(inputData,1,10).
+Byte(inputData,1,11).
+Byte(inputData,1,12).
+Byte(inputData,1,13).
+Byte(inputData,1,14).
+Byte(inputData,1,15).
+Byte(inputData,1,16).
+Byte(inputData,1,17).
+Byte(inputData,1,18).
+Byte(inputData,1,19).
+Byte(inputData,1,20).
+Byte(inputData,1,21).
+Byte(inputData,1,22).
+Byte(inputData,1,23).
+Byte(inputData,1,24).
+Byte(inputData,1,25).
+Byte(inputData,1,26).
+Byte(inputData,1,27).
+Byte(inputData,1,28).
+Byte(inputData,1,29).
+Byte(inputData,1,30).
+Byte(inputData,1,31).
+Byte(inputData,1,32).
+Byte(inputData,1,33).
+Byte(inputData,1,34).
+Byte(inputData,1,35).
+Byte(inputData,1,36).
+Byte(inputData,1,37).
+Byte(inputData,1,38).
+Byte(inputData,1,39).
+Byte(inputData,1,40).
+Byte(inputData,1,41).
+Byte(inputData,1,42).
+Byte(inputData,1,43).
+Byte(inputData,1,44).
+Byte(inputData,1,45).
+Byte(inputData,1,46).
+Byte(inputData,1,47).
+Byte(inputData,1,48).
+Byte(inputData,1,49).
+Byte(inputData,1,50).
+Byte(inputData,1,51).
+Byte(inputData,1,52).
+Byte(inputData,1,53).
+Byte(inputData,1,54).
+Byte(inputData,1,55).
+Byte(inputData,1,56).
+Byte(inputData,1,57).
+Byte(inputData,1,58).
+Byte(inputData,1,59).
+Byte(inputData,1,60).
+Byte(inputData,1,61).
+Byte(inputData,1,62).
+Byte(inputData,1,63).
+Byte(inputData,1,64).
+Byte(inputData,1,65).
+Byte(inputData,1,66).
+Byte(inputData,1,67).
+Byte(inputData,1,68).
+Byte(inputData,1,69).
+Byte(inputData,1,70).
+Byte(inputData,1,71).
+Byte(inputData,1,72).
+Byte(inputData,1,73).
+Byte(inputData,1,74).
+Byte(inputData,1,75).
+Byte(inputData,1,76).
+Byte(inputData,1,77).
+Byte(inputData,1,78).
+Byte(inputData,1,79).
+Byte(inputData,1,80).
+Byte(inputData,1,81).
+Byte(inputData,1,82).
+Byte(inputData,1,83).
+Byte(inputData,1,84).
+Byte(inputData,1,85).
+Byte(inputData,1,86).
+Byte(inputData,1,87).
+Byte(inputData,1,88).
+Byte(inputData,1,89).
+Byte(inputData,1,90).
+Byte(inputData,1,91).
+Byte(inputData,1,92).
+Byte(inputData,1,93).
+Byte(inputData,1,94).
+Byte(inputData,1,95).
+Byte(inputData,1,96).
+Byte(inputData,1,97).
+Byte(inputData,1,98).
+Byte(inputData,1,99).
+Byte(inputData,1,100).
+Byte(inputData,1,101).
+Byte(inputData,1,102).
+Byte(inputData,1,103).
+Byte(inputData,1,104).
+Byte(inputData,1,105).
+Byte(inputData,1,106).
+Byte(inputData,1,107).
+Byte(inputData,1,108).
+Byte(inputData,1,109).
+Byte(inputData,1,110).
+Byte(inputData,1,111).
+Byte(inputData,1,112).
+Byte(inputData,1,113).
+Byte(inputData,1,114).
+Byte(inputData,1,115).
+Byte(inputData,1,116).
+Byte(inputData,1,117).
+Byte(inputData,1,118).
+Byte(inputData,1,119).
+Byte(inputData,1,120).
+Byte(inputData,1,121).
+Byte(inputData,1,122).
+Byte(inputData,1,123).
+Byte(inputData,1,124).
+Byte(inputData,1,125).
+Byte(inputData,1,126).
+Byte(inputData,1,127).
+Byte(inputData,1,128).
+Byte(inputData,1,129).
+Byte(inputData,1,130).
+Byte(inputData,1,131).
+Byte(inputData,1,132).
+Byte(inputData,1,133).
+Byte(inputData,1,134).
+Byte(inputData,1,135).
+Byte(inputData,1,136).
+Byte(inputData,1,137).
+Byte(inputData,1,138).
+Byte(inputData,1,139).
+Byte(inputData,1,140).
+Byte(inputData,1,141).
+Byte(inputData,1,142).
+Byte(inputData,1,143).
+Byte(inputData,1,144).
+Byte(inputData,1,145).
+Byte(inputData,1,146).
+Byte(inputData,1,147).
+Byte(inputData,1,148).
+Byte(inputData,1,149).
+Byte(inputData,1,150).
+Byte(inputData,1,151).
+Byte(inputData,1,152).
+Byte(inputData,1,153).
+Byte(inputData,1,154).
+Byte(inputData,1,155).
+Byte(inputData,-100,156).
+Byte(inputData,1,157).
+Byte(inputData,1,158).
+Byte(inputData,1,159).
+Byte(inputData,1,160).
+Byte(inputData,1,161).
+Byte(inputData,1,162).
+Byte(inputData,1,163).
+Byte(inputData,1,164).
+Byte(inputData,1,165).
+Byte(inputData,1,166).
+Byte(inputData,1,167).
+Byte(inputData,1,168).
+Byte(inputData,1,169).
+Byte(inputData,1,170).
+Byte(inputData,1,171).
+Byte(inputData,1,172).
+Byte(inputData,1,173).
+Byte(inputData,1,174).
+Byte(inputData,1,175).
+Byte(inputData,1,176).
+Byte(inputData,1,177).
+Byte(inputData,1,178).
+Byte(inputData,1,179).
+Byte(inputData,1,180).
+Byte(inputData,1,181).
+Byte(inputData,1,182).
+Byte(inputData,1,183).
+Byte(inputData,1,184).
+Byte(inputData,1,185).
+Byte(inputData,1,186).
+Byte(inputData,1,187).
+Byte(inputData,1,188).
+Byte(inputData,1,189).
+Byte(inputData,1,190).
+Byte(inputData,1,191).
+Byte(inputData,1,192).
+Byte(inputData,1,193).
+Byte(inputData,1,194).
+Byte(inputData,1,195).
+Byte(inputData,1,196).
+Byte(inputData,1,197).
+Byte(inputData,1,198).
+Byte(inputData,1,199).
+Byte(inputData,1,200).
+Byte(inputData,1,201).
+Byte(inputData,1,202).
+Byte(inputData,1,203).
+Byte(inputData,1,204).
+Byte(inputData,1,205).
+Byte(inputData,1,206).
+Byte(inputData,1,207).
+Byte(inputData,1,208).
+Byte(inputData,1,209).
+Byte(inputData,1,210).
+Byte(inputData,1,211).
+Byte(inputData,1,212).
+Byte(inputData,1,213).
+Byte(inputData,1,214).
+Byte(inputData,1,215).
+Byte(inputData,1,216).
+Byte(inputData,1,217).
+Byte(inputData,1,218).
+Byte(inputData,1,219).
+Byte(inputData,1,220).
+Byte(inputData,1,221).
+Byte(inputData,1,222).
+Byte(inputData,1,223).
+Byte(inputData,1,224).
+Byte(inputData,1,225).
+Byte(inputData,1,226).
+Byte(inputData,1,227).
+Byte(inputData,1,228).
+Byte(inputData,1,229).
+Byte(inputData,1,230).
+Byte(inputData,1,231).
+Byte(inputData,1,232).
+Byte(inputData,1,233).
+Byte(inputData,1,234).
+Byte(inputData,1,235).
+Byte(inputData,1,236).
+Byte(inputData,1,237).
+Byte(inputData,1,238).
+Byte(inputData,1,239).
+Byte(inputData,1,240).
+Byte(inputData,1,241).
+Byte(inputData,1,242).
+Byte(inputData,1,243).
+Byte(inputData,1,244).
+Byte(inputData,1,245).
+Byte(inputData,1,246).
+Byte(inputData,1,247).
+Byte(inputData,1,248).
+Byte(inputData,1,249).
+Byte(inputData,1,250).
+Byte(inputData,1,251).
+Byte(inputData,1,252).
+Byte(inputData,1,253).
+Byte(inputData,1,254).
+Byte(inputData,1,255).
+Byte(inputData,1,256).
+Byte(inputData,1,257).
+Byte(inputData,1,258).
+Byte(inputData,1,259).
+Byte(inputData,1,260).
+Byte(inputData,1,261).
+Byte(inputData,1,262).
+Byte(inputData,1,263).
+Byte(inputData,1,264).
+Byte(inputData,1,265).
+Byte(inputData,1,266).
+Byte(inputData,1,267).
+Byte(inputData,1,268).
+Byte(inputData,1,269).
+Byte(inputData,1,270).
+Byte(inputData,1,271).
+Byte(inputData,1,272).
+Byte(inputData,1,273).
+Byte(inputData,1,274).
+Byte(inputData,1,275).
+Byte(inputData,1,276).
+Byte(inputData,1,277).
+Byte(inputData,1,278).
+Byte(inputData,1,279).
+Byte(inputData,1,280).
+Byte(inputData,1,281).
+Byte(inputData,1,282).
+Byte(inputData,1,283).
+Byte(inputData,1,284).
+Byte(inputData,1,285).
+Byte(inputData,1,286).
+Byte(inputData,1,287).
+Byte(inputData,1,288).
+Byte(inputData,1,289).
+Byte(inputData,1,290).
+Byte(inputData,1,291).
+Byte(inputData,1,292).
+Byte(inputData,1,293).
+Byte(inputData,1,294).
+Byte(inputData,1,295).
+Byte(inputData,1,296).
+Byte(inputData,1,297).
+Byte(inputData,1,298).
+Byte(inputData,1,299).
+Byte(inputData,1,300).
+Byte(inputData,1,301).
+Byte(inputData,1,302).
+Byte(inputData,1,303).
+Byte(inputData,1,304).
+Byte(inputData,1,305).
+Byte(inputData,1,306).
+Byte(inputData,1,307).
+Byte(inputData,1,308).
+Byte(inputData,1,309).
+Byte(inputData,1,310).
+Byte(inputData,1,311).
+Byte(inputData,1,312).
+Byte(inputData,1,313).
+Byte(inputData,1,314).
+Byte(inputData,1,315).
+Byte(inputData,1,316).
+Byte(inputData,1,317).
+Byte(inputData,1,318).
+Byte(inputData,1,319).
+Byte(inputData,1,320).
+Byte(inputData,1,321).
+Byte(inputData,1,322).
+Byte(inputData,1,323).
+Byte(inputData,1,324).
+Byte(inputData,1,325).
+Byte(inputData,1,326).
+Byte(inputData,1,327).
+Byte(inputData,1,328).
+Byte(inputData,1,329).
+Byte(inputData,1,330).
+Byte(inputData,1,331).
+Byte(inputData,1,332).
+Byte(inputData,1,333).
+Byte(inputData,1,334).
+Byte(inputData,1,335).
+Byte(inputData,1,336).
+Byte(inputData,1,337).
+Byte(inputData,1,338).
+Byte(inputData,1,339).
+Byte(inputData,1,340).
+Byte(inputData,1,341).
+Byte(inputData,1,342).
+Byte(inputData,1,343).
+Byte(inputData,1,344).
+Byte(inputData,1,345).
+Byte(inputData,1,346).
+Byte(inputData,1,347).
+Byte(inputData,1,348).
+Byte(inputData,1,349).
+Byte(inputData,1,350).
+Byte(inputData,1,351).
+Byte(inputData,1,352).
+Byte(inputData,1,353).
+Byte(inputData,1,354).
+Byte(inputData,1,355).
+Byte(inputData,1,356).
+Byte(inputData,1,357).
+Byte(inputData,1,358).
+Byte(inputData,1,359).
+Byte(inputData,1,360).
+Byte(inputData,1,361).
+Byte(inputData,1,362).
+Byte(inputData,1,363).
+Byte(inputData,1,364).
+Byte(inputData,1,365).
+Byte(inputData,1,366).
+Byte(inputData,1,367).
+Byte(inputData,1,368).
+Byte(inputData,1,369).
+Byte(inputData,1,370).
+Byte(inputData,1,371).
+Byte(inputData,1,372).
+Byte(inputData,1,373).
+Byte(inputData,1,374).
+Byte(inputData,1,375).
+Byte(inputData,1,376).
+Byte(inputData,1,377).
+Byte(inputData,1,378).
+Byte(inputData,1,379).
+Byte(inputData,1,380).
+Byte(inputData,1,381).
+Byte(inputData,1,382).
+Byte(inputData,1,383).
+Byte(inputData,1,384).
+Byte(inputData,1,385).
+Byte(inputData,1,386).
+Byte(inputData,1,387).
+Byte(inputData,1,388).
+Byte(inputData,1,389).
+Byte(inputData,1,390).
+Byte(inputData,1,391).
+Byte(inputData,1,392).
+Byte(inputData,1,393).
+Byte(inputData,1,394).
+Byte(inputData,1,395).
+Byte(inputData,1,396).
+Byte(inputData,1,397).
+Byte(inputData,1,398).
+Byte(inputData,1,399).
+Byte(inputData,1,400).
+Byte(inputData,1,401).
+Byte(inputData,1,402).
+Byte(inputData,1,403).
+Byte(inputData,1,404).
+Byte(inputData,1,405).
+Byte(inputData,1,406).
+Byte(inputData,1,407).
+Byte(inputData,1,408).
+Byte(inputData,1,409).
+Byte(inputData,1,410).
+Byte(inputData,1,411).
+Byte(inputData,1,412).
+Byte(inputData,1,413).
+Byte(inputData,1,414).
+Byte(inputData,1,415).
+Byte(inputData,1,416).
+Byte(inputData,1,417).
+Byte(inputData,1,418).
+Byte(inputData,1,419).
+Byte(inputData,1,420).
+Byte(inputData,1,421).
+Byte(inputData,1,422).
+Byte(inputData,1,423).
+Byte(inputData,1,424).
+Byte(inputData,1,425).
+Byte(inputData,1,426).
+Byte(inputData,1,427).
+Byte(inputData,1,428).
+Byte(inputData,1,429).
+Byte(inputData,1,430).
+Byte(inputData,1,431).
+Byte(inputData,1,432).
+Byte(inputData,1,433).
+Byte(inputData,1,434).
+Byte(inputData,1,435).
+Byte(inputData,1,436).
+Byte(inputData,1,437).
+Byte(inputData,1,438).
+Byte(inputData,1,439).
+Byte(inputData,1,440).
+Byte(inputData,1,441).
+Byte(inputData,1,442).
+Byte(inputData,1,443).
+Byte(inputData,1,444).
+Byte(inputData,1,445).
+Byte(inputData,1,446).
+Byte(inputData,1,447).
+Byte(inputData,1,448).
+Byte(inputData,1,449).
+Byte(inputData,1,450).
+Byte(inputData,1,451).
+Byte(inputData,1,452).
+Byte(inputData,1,453).
+Byte(inputData,1,454).
+Byte(inputData,1,455).
+Byte(inputData,1,456).
+Byte(inputData,1,457).
+Byte(inputData,1,458).
+Byte(inputData,1,459).
+Byte(inputData,1,460).
+Byte(inputData,1,461).
+Byte(inputData,1,462).
+Byte(inputData,1,463).
+Byte(inputData,1,464).
+Byte(inputData,1,465).
+Byte(inputData,1,466).
+Byte(inputData,1,467).
+Byte(inputData,1,468).
+Byte(inputData,1,469).
+Byte(inputData,1,470).
+Byte(inputData,1,471).
+Byte(inputData,1,472).
+Byte(inputData,1,473).
+Byte(inputData,1,474).
+Byte(inputData,1,475).
+Byte(inputData,1,476).
+Byte(inputData,1,477).
+Byte(inputData,1,478).
+Byte(inputData,1,479).
+Byte(inputData,1,480).
+Byte(inputData,1,481).
+Byte(inputData,1,482).
+Byte(inputData,1,483).
+Byte(inputData,1,484).
+Byte(inputData,1,485).
+Byte(inputData,1,486).
+Byte(inputData,1,487).
+Byte(inputData,1,488).
+Byte(inputData,1,489).
+Byte(inputData,1,490).
+Byte(inputData,1,491).
+Byte(inputData,1,492).
+Byte(inputData,1,493).
+Byte(inputData,1,494).
+Byte(inputData,1,495).
+Byte(inputData,1,496).
+Byte(inputData,1,497).
+Byte(inputData,1,498).
+Byte(inputData,1,499).
+Byte(inputData,1,500).
+Byte(inputData,1,501).
+Byte(inputData,1,502).
+Byte(inputData,1,503).
+Byte(inputData,1,504).
+Byte(inputData,1,505).
+Byte(inputData,1,506).
+Byte(inputData,1,507).
+Byte(inputData,1,508).
+Byte(inputData,1,509).
+Byte(inputData,1,510).
+Byte(inputData,1,511).
+Byte(inputData,1,512).
+Byte(inputData,1,513).
+Byte(inputData,1,514).
+Byte(inputData,1,515).
+Byte(inputData,1,516).
+Byte(inputData,1,517).
+Byte(inputData,1,518).
+Byte(inputData,1,519).
+Byte(inputData,1,520).
+Byte(inputData,1,521).
+Byte(inputData,1,522).
+Byte(inputData,1,523).
+Byte(inputData,1,524).
+Byte(inputData,1,525).
+Byte(inputData,1,526).
+Byte(inputData,1,527).
+Byte(inputData,1,528).
+Byte(inputData,1,529).
+Byte(inputData,1,530).
+Byte(inputData,1,531).
+Byte(inputData,1,532).
+Byte(inputData,1,533).
+Byte(inputData,1,534).
+Byte(inputData,1,535).
+Byte(inputData,1,536).
+Byte(inputData,1,537).
+Byte(inputData,1,538).
+Byte(inputData,1,539).
+Byte(inputData,1,540).
+Byte(inputData,1,541).
+Byte(inputData,1,542).
+Byte(inputData,1,543).
+Byte(inputData,1,544).
+Byte(inputData,1,545).
+Byte(inputData,1,546).
+Byte(inputData,1,547).
+Byte(inputData,1,548).
+Byte(inputData,1,549).
+Byte(inputData,1,550).
+Byte(inputData,1,551).
+Byte(inputData,1,552).
+Byte(inputData,1,553).
+Byte(inputData,1,554).
+Byte(inputData,1,555).
+Byte(inputData,1,556).
+Byte(inputData,1,557).
+Byte(inputData,1,558).
+Byte(inputData,1,559).
+Byte(inputData,1,560).
+Byte(inputData,1,561).
+Byte(inputData,1,562).
+Byte(inputData,1,563).
+Byte(inputData,1,564).
+Byte(inputData,1,565).
+Byte(inputData,1,566).
+Byte(inputData,1,567).
+Byte(inputData,1,568).
+Byte(inputData,1,569).
+Byte(inputData,1,570).
+Byte(inputData,1,571).
+Byte(inputData,1,572).
+Byte(inputData,1,573).
+Byte(inputData,1,574).
+Byte(inputData,1,575).
+Byte(inputData,1,576).
+Byte(inputData,1,577).
+Byte(inputData,1,578).
+Byte(inputData,1,579).
+Byte(inputData,1,580).
+Byte(inputData,1,581).
+Byte(inputData,1,582).
+Byte(inputData,1,583).
+Byte(inputData,1,584).
+Byte(inputData,1,585).
+Byte(inputData,1,586).
+Byte(inputData,1,587).
+Byte(inputData,1,588).
+Byte(inputData,1,589).
+Byte(inputData,1,590).
+Byte(inputData,1,591).
+Byte(inputData,1,592).
+Byte(inputData,1,593).
+Byte(inputData,1,594).
+Byte(inputData,1,595).
+Byte(inputData,1,596).
+Byte(inputData,1,597).
+Byte(inputData,1,598).
+Byte(inputData,1,599).
+Byte(inputData,1,600).
+Byte(inputData,1,601).
+Byte(inputData,1,602).
+Byte(inputData,1,603).
+Byte(inputData,1,604).
+Byte(inputData,1,605).
+Byte(inputData,1,606).
+Byte(inputData,1,607).
+Byte(inputData,1,608).
+Byte(inputData,1,609).
+Byte(inputData,1,610).
+Byte(inputData,1,611).
+Byte(inputData,1,612).
+Byte(inputData,1,613).
+Byte(inputData,1,614).
+Byte(inputData,1,615).
+Byte(inputData,1,616).
+Byte(inputData,1,617).
+Byte(inputData,1,618).
+Byte(inputData,1,619).
+Byte(inputData,1,620).
+Byte(inputData,1,621).
+Byte(inputData,1,622).
+Byte(inputData,1,623).
+Byte(inputData,1,624).
+Byte(inputData,1,625).
+Byte(inputData,1,626).
+Byte(inputData,1,627).
+Byte(inputData,1,628).
+Byte(inputData,1,629).
+Byte(inputData,1,630).
+Byte(inputData,1,631).
+Byte(inputData,1,632).
+Byte(inputData,1,633).
+Byte(inputData,1,634).
+Byte(inputData,1,635).
+Byte(inputData,1,636).
+Byte(inputData,1,637).
+Byte(inputData,1,638).
+Byte(inputData,1,639).
+Byte(inputData,1,640).
+Byte(inputData,1,641).
+Byte(inputData,1,642).
+Byte(inputData,1,643).
+Byte(inputData,1,644).
+Byte(inputData,1,645).
+Byte(inputData,1,646).
+Byte(inputData,1,647).
+Byte(inputData,1,648).
+Byte(inputData,1,649).
+Byte(inputData,1,650).
+Byte(inputData,1,651).
+Byte(inputData,1,652).
+Byte(inputData,1,653).
+Byte(inputData,1,654).
+Byte(inputData,1,655).
+Byte(inputData,1,656).
+Byte(inputData,1,657).
+Byte(inputData,1,658).
+Byte(inputData,1,659).
+Byte(inputData,1,660).
+Byte(inputData,1,661).
+Byte(inputData,1,662).
+Byte(inputData,1,663).
+Byte(inputData,1,664).
+Byte(inputData,1,665).
+Byte(inputData,1,666).
+Byte(inputData,1,667).
+Byte(inputData,1,668).
+Byte(inputData,1,669).
+Byte(inputData,1,670).
+Byte(inputData,1,671).
+Byte(inputData,1,672).
+Byte(inputData,1,673).
+Byte(inputData,1,674).
+Byte(inputData,1,675).
+Byte(inputData,1,676).
+Byte(inputData,1,677).
+Byte(inputData,1,678).
+Byte(inputData,1,679).
+Byte(inputData,1,680).
+Byte(inputData,1,681).
+Byte(inputData,1,682).
+Byte(inputData,1,683).
+Byte(inputData,1,684).
+Byte(inputData,1,685).
+Byte(inputData,1,686).
+Byte(inputData,1,687).
+Byte(inputData,1,688).
+Byte(inputData,1,689).
+Byte(inputData,1,690).
+Byte(inputData,1,691).
+Byte(inputData,1,692).
+Byte(inputData,1,693).
+Byte(inputData,1,694).
+Byte(inputData,1,695).
+Byte(inputData,1,696).
+Byte(inputData,1,697).
+Byte(inputData,1,698).
+Byte(inputData,1,699).
+Byte(inputData,1,700).
+Byte(inputData,1,701).
+Byte(inputData,1,702).
+Byte(inputData,1,703).
+Byte(inputData,1,704).
+Byte(inputData,1,705).
+Byte(inputData,1,706).
+Byte(inputData,1,707).
+Byte(inputData,1,708).
+Byte(inputData,1,709).
+Byte(inputData,1,710).
+Byte(inputData,1,711).
+Byte(inputData,1,712).
+Byte(inputData,1,713).
+Byte(inputData,1,714).
+Byte(inputData,1,715).
+Byte(inputData,1,716).
+Byte(inputData,1,717).
+Byte(inputData,1,718).
+Byte(inputData,1,719).
+Byte(inputData,1,720).
+Byte(inputData,1,721).
+Byte(inputData,1,722).
+Byte(inputData,1,723).
+Byte(inputData,1,724).
+Byte(inputData,1,725).
+Byte(inputData,1,726).
+Byte(inputData,1,727).
+Byte(inputData,1,728).
+Byte(inputData,1,729).
+Byte(inputData,1,730).
+Byte(inputData,1,731).
+Byte(inputData,1,732).
+Byte(inputData,1,733).
+Byte(inputData,1,734).
+Byte(inputData,1,735).
+Byte(inputData,1,736).
+Byte(inputData,1,737).
+Byte(inputData,1,738).
+Byte(inputData,1,739).
+Byte(inputData,1,740).
+Byte(inputData,1,741).
+Byte(inputData,1,742).
+Byte(inputData,1,743).
+Byte(inputData,1,744).
+Byte(inputData,1,745).
+Byte(inputData,1,746).
+Byte(inputData,1,747).
+Byte(inputData,1,748).
+Byte(inputData,1,749).
+Byte(inputData,1,750).
+Byte(inputData,1,751).
+Byte(inputData,1,752).
+Byte(inputData,1,753).
+Byte(inputData,1,754).
+Byte(inputData,1,755).
+Byte(inputData,1,756).
+Byte(inputData,1,757).
+Byte(inputData,1,758).
+Byte(inputData,1,759).
+Byte(inputData,1,760).
+Byte(inputData,1,761).
+Byte(inputData,1,762).
+Byte(inputData,1,763).
+Byte(inputData,1,764).
+Byte(inputData,1,765).
+Byte(inputData,1,766).
+Byte(inputData,1,767).
+Byte(inputData,1,768).
+Byte(inputData,1,769).
+Byte(inputData,1,770).
+Byte(inputData,1,771).
+Byte(inputData,1,772).
+Byte(inputData,1,773).
+Byte(inputData,1,774).
+Byte(inputData,1,775).
+Byte(inputData,1,776).
+Byte(inputData,1,777).
+Byte(inputData,1,778).
+Byte(inputData,1,779).
+Byte(inputData,1,780).
+Byte(inputData,1,781).
+Byte(inputData,1,782).
+Byte(inputData,1,783).
+Byte(inputData,1,784).
+Byte(inputData,1,785).
+Byte(inputData,1,786).
+Byte(inputData,1,787).
+Byte(inputData,1,788).
+Byte(inputData,1,789).
+Byte(inputData,1,790).
+Byte(inputData,1,791).
+Byte(inputData,1,792).
+Byte(inputData,1,793).
+Byte(inputData,1,794).
+Byte(inputData,1,795).
+Byte(inputData,1,796).
+Byte(inputData,1,797).
+Byte(inputData,1,798).
+Byte(inputData,1,799).
+Byte(inputData,1,800).
+Byte(inputData,1,801).
+Byte(inputData,1,802).
+Byte(inputData,1,803).
+Byte(inputData,1,804).
+Byte(inputData,1,805).
+Byte(inputData,1,806).
+Byte(inputData,1,807).
+Byte(inputData,1,808).
+Byte(inputData,1,809).
+Byte(inputData,1,810).
+Byte(inputData,1,811).
+Byte(inputData,1,812).
+Byte(inputData,1,813).
+Byte(inputData,1,814).
+Byte(inputData,1,815).
+Byte(inputData,1,816).
+Byte(inputData,1,817).
+Byte(inputData,1,818).
+Byte(inputData,1,819).
+Byte(inputData,1,820).
+Byte(inputData,1,821).
+Byte(inputData,1,822).
+Byte(inputData,1,823).
+Byte(inputData,1,824).
+Byte(inputData,1,825).
+Byte(inputData,1,826).
+Byte(inputData,1,827).
+Byte(inputData,1,828).
+Byte(inputData,1,829).
+Byte(inputData,1,830).
+Byte(inputData,1,831).
+Byte(inputData,1,832).
+Byte(inputData,1,833).
+Byte(inputData,1,834).
+Byte(inputData,1,835).
+Byte(inputData,1,836).
+Byte(inputData,1,837).
+Byte(inputData,1,838).
+Byte(inputData,1,839).
+Byte(inputData,1,840).
+Byte(inputData,1,841).
+Byte(inputData,1,842).
+Byte(inputData,1,843).
+Byte(inputData,1,844).
+Byte(inputData,1,845).
+Byte(inputData,1,846).
+Byte(inputData,1,847).
+Byte(inputData,1,848).
+Byte(inputData,1,849).
+Byte(inputData,1,850).
+Byte(inputData,1,851).
+Byte(inputData,1,852).
+Byte(inputData,1,853).
+Byte(inputData,1,854).
+Byte(inputData,1,855).
+Byte(inputData,1,856).
+Byte(inputData,1,857).
+Byte(inputData,1,858).
+Byte(inputData,1,859).
+Byte(inputData,1,860).
+Byte(inputData,1,861).
+Byte(inputData,1,862).
+Byte(inputData,1,863).
+Byte(inputData,1,864).
+Byte(inputData,1,865).
+Byte(inputData,1,866).
+Byte(inputData,1,867).
+Byte(inputData,1,868).
+Byte(inputData,1,869).
+Byte(inputData,1,870).
+Byte(inputData,1,871).
+Byte(inputData,1,872).
+Byte(inputData,1,873).
+Byte(inputData,1,874).
+Byte(inputData,1,875).
+Byte(inputData,1,876).
+Byte(inputData,1,877).
+Byte(inputData,1,878).
+Byte(inputData,1,879).
+Byte(inputData,1,880).
+Byte(inputData,1,881).
+Byte(inputData,1,882).
+Byte(inputData,1,883).
+Byte(inputData,1,884).
+Byte(inputData,1,885).
+Byte(inputData,1,886).
+Byte(inputData,1,887).
+Byte(inputData,1,888).
+Byte(inputData,1,889).
+Byte(inputData,1,890).
+Byte(inputData,1,891).
+Byte(inputData,1,892).
+Byte(inputData,1,893).
+Byte(inputData,1,894).
+Byte(inputData,1,895).
+Byte(inputData,1,896).
+Byte(inputData,1,897).
+Byte(inputData,1,898).
+Byte(inputData,1,899).
+Byte(inputData,1,900).
+Byte(inputData,1,901).
+Byte(inputData,1,902).
+Byte(inputData,1,903).
+Byte(inputData,1,904).
+Byte(inputData,1,905).
+Byte(inputData,1,906).
+Byte(inputData,1,907).
+Byte(inputData,1,908).
+Byte(inputData,1,909).
+Byte(inputData,1,910).
+Byte(inputData,1,911).
+Byte(inputData,1,912).
+Byte(inputData,1,913).
+Byte(inputData,1,914).
+Byte(inputData,1,915).
+Byte(inputData,1,916).
+Byte(inputData,1,917).
+Byte(inputData,1,918).
+Byte(inputData,1,919).
+Byte(inputData,1,920).
+Byte(inputData,1,921).
+Byte(inputData,1,922).
+Byte(inputData,1,923).
+Byte(inputData,1,924).
+Byte(inputData,1,925).
+Byte(inputData,1,926).
+Byte(inputData,1,927).
+Byte(inputData,1,928).
+Byte(inputData,1,929).
+Byte(inputData,1,930).
+Byte(inputData,1,931).
+Byte(inputData,1,932).
+Byte(inputData,1,933).
+Byte(inputData,1,934).
+Byte(inputData,1,935).
+Byte(inputData,1,936).
+Byte(inputData,1,937).
+Byte(inputData,1,938).
+Byte(inputData,1,939).
+Byte(inputData,1,940).
+Byte(inputData,1,941).
+Byte(inputData,1,942).
+Byte(inputData,1,943).
+Byte(inputData,1,944).
+Byte(inputData,1,945).
+Byte(inputData,1,946).
+Byte(inputData,1,947).
+Byte(inputData,1,948).
+Byte(inputData,1,949).
+Byte(inputData,1,950).
+Byte(inputData,1,951).
+Byte(inputData,1,952).
+Byte(inputData,1,953).
+Byte(inputData,1,954).
+Byte(inputData,1,955).
+Byte(inputData,1,956).
+Byte(inputData,1,957).
+Byte(inputData,1,958).
+Byte(inputData,1,959).
+Byte(inputData,1,960).
+Byte(inputData,1,961).
+Byte(inputData,1,962).
+Byte(inputData,1,963).
+Byte(inputData,1,964).
+Byte(inputData,1,965).
+Byte(inputData,1,966).
+Byte(inputData,1,967).
+Byte(inputData,1,968).
+Byte(inputData,1,969).
+Byte(inputData,1,970).
+Byte(inputData,1,971).
+Byte(inputData,1,972).
+Byte(inputData,1,973).
+Byte(inputData,1,974).
+Byte(inputData,1,975).
+Byte(inputData,1,976).
+Byte(inputData,1,977).
+Byte(inputData,1,978).
+Byte(inputData,1,979).
+Byte(inputData,1,980).
+Byte(inputData,1,981).
+Byte(inputData,1,982).
+Byte(inputData,1,983).
+Byte(inputData,1,984).
+Byte(inputData,1,985).
+Byte(inputData,1,986).
+Byte(inputData,1,987).
+Byte(inputData,1,988).
+Byte(inputData,1,989).
+Byte(inputData,1,990).
+Byte(inputData,1,991).
+Byte(inputData,1,992).
+Byte(inputData,1,993).
+Byte(inputData,1,994).
+Byte(inputData,1,995).
+Byte(inputData,1,996).
+Byte(inputData,1,997).
+Byte(inputData,1,998).
+Byte(inputData,1,999).
+Byte(inputData,1,1000).
+Byte(inputData,1,1001).
+Byte(inputData,1,1002).
+Byte(inputData,1,1003).
+Byte(inputData,1,1004).
+Byte(inputData,1,1005).
+Byte(inputData,1,1006).
+Byte(inputData,1,1007).
+Byte(inputData,1,1008).
+Byte(inputData,1,1009).
+Byte(inputData,1,1010).
+Byte(inputData,1,1011).
+Byte(inputData,1,1012).
+Byte(inputData,1,1013).
+Byte(inputData,1,1014).
+Byte(inputData,1,1015).
+Byte(inputData,1,1016).
+Byte(inputData,1,1017).
+Byte(inputData,1,1018).
+Byte(inputData,1,1019).
+Byte(inputData,1,1020).
+Byte(inputData,1,1021).
+Byte(inputData,1,1022).
+Byte(inputData,1,1023).
+}
+
+model rightModel of TarParser {
+inputData is InputData("tarfile", "data", 1024).
+initState is State(inputData, INIT, 0, 0).
+Byte(inputData,1,0).
+Byte(inputData,1,1).
+Byte(inputData,1,2).
+Byte(inputData,1,3).
+Byte(inputData,1,4).
+Byte(inputData,1,5).
+Byte(inputData,1,6).
+Byte(inputData,1,7).
+Byte(inputData,1,8).
+Byte(inputData,1,9).
+Byte(inputData,1,10).
+Byte(inputData,1,11).
+Byte(inputData,1,12).
+Byte(inputData,1,13).
+Byte(inputData,1,14).
+Byte(inputData,1,15).
+Byte(inputData,1,16).
+Byte(inputData,1,17).
+Byte(inputData,1,18).
+Byte(inputData,1,19).
+Byte(inputData,1,20).
+Byte(inputData,1,21).
+Byte(inputData,1,22).
+Byte(inputData,1,23).
+Byte(inputData,1,24).
+Byte(inputData,1,25).
+Byte(inputData,1,26).
+Byte(inputData,1,27).
+Byte(inputData,1,28).
+Byte(inputData,1,29).
+Byte(inputData,1,30).
+Byte(inputData,1,31).
+Byte(inputData,1,32).
+Byte(inputData,1,33).
+Byte(inputData,1,34).
+Byte(inputData,1,35).
+Byte(inputData,1,36).
+Byte(inputData,1,37).
+Byte(inputData,1,38).
+Byte(inputData,1,39).
+Byte(inputData,1,40).
+Byte(inputData,1,41).
+Byte(inputData,1,42).
+Byte(inputData,1,43).
+Byte(inputData,1,44).
+Byte(inputData,1,45).
+Byte(inputData,1,46).
+Byte(inputData,1,47).
+Byte(inputData,1,48).
+Byte(inputData,1,49).
+Byte(inputData,1,50).
+Byte(inputData,1,51).
+Byte(inputData,1,52).
+Byte(inputData,1,53).
+Byte(inputData,1,54).
+Byte(inputData,1,55).
+Byte(inputData,1,56).
+Byte(inputData,1,57).
+Byte(inputData,1,58).
+Byte(inputData,1,59).
+Byte(inputData,1,60).
+Byte(inputData,1,61).
+Byte(inputData,1,62).
+Byte(inputData,1,63).
+Byte(inputData,1,64).
+Byte(inputData,1,65).
+Byte(inputData,1,66).
+Byte(inputData,1,67).
+Byte(inputData,1,68).
+Byte(inputData,1,69).
+Byte(inputData,1,70).
+Byte(inputData,1,71).
+Byte(inputData,1,72).
+Byte(inputData,1,73).
+Byte(inputData,1,74).
+Byte(inputData,1,75).
+Byte(inputData,1,76).
+Byte(inputData,1,77).
+Byte(inputData,1,78).
+Byte(inputData,1,79).
+Byte(inputData,1,80).
+Byte(inputData,1,81).
+Byte(inputData,1,82).
+Byte(inputData,1,83).
+Byte(inputData,1,84).
+Byte(inputData,1,85).
+Byte(inputData,1,86).
+Byte(inputData,1,87).
+Byte(inputData,1,88).
+Byte(inputData,1,89).
+Byte(inputData,1,90).
+Byte(inputData,1,91).
+Byte(inputData,1,92).
+Byte(inputData,1,93).
+Byte(inputData,1,94).
+Byte(inputData,1,95).
+Byte(inputData,1,96).
+Byte(inputData,1,97).
+Byte(inputData,1,98).
+Byte(inputData,1,99).
+Byte(inputData,1,100).
+Byte(inputData,1,101).
+Byte(inputData,1,102).
+Byte(inputData,1,103).
+Byte(inputData,1,104).
+Byte(inputData,1,105).
+Byte(inputData,1,106).
+Byte(inputData,1,107).
+Byte(inputData,1,108).
+Byte(inputData,1,109).
+Byte(inputData,1,110).
+Byte(inputData,1,111).
+Byte(inputData,1,112).
+Byte(inputData,1,113).
+Byte(inputData,1,114).
+Byte(inputData,1,115).
+Byte(inputData,1,116).
+Byte(inputData,1,117).
+Byte(inputData,1,118).
+Byte(inputData,1,119).
+Byte(inputData,1,120).
+Byte(inputData,1,121).
+Byte(inputData,1,122).
+Byte(inputData,1,123).
+Byte(inputData,1,124).
+Byte(inputData,1,125).
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+Byte(inputData,1,804).
+Byte(inputData,1,805).
+Byte(inputData,1,806).
+Byte(inputData,1,807).
+Byte(inputData,1,808).
+Byte(inputData,1,809).
+Byte(inputData,1,810).
+Byte(inputData,1,811).
+Byte(inputData,1,812).
+Byte(inputData,1,813).
+Byte(inputData,1,814).
+Byte(inputData,1,815).
+Byte(inputData,1,816).
+Byte(inputData,1,817).
+Byte(inputData,1,818).
+Byte(inputData,1,819).
+Byte(inputData,1,820).
+Byte(inputData,1,821).
+Byte(inputData,1,822).
+Byte(inputData,1,823).
+Byte(inputData,1,824).
+Byte(inputData,1,825).
+Byte(inputData,1,826).
+Byte(inputData,1,827).
+Byte(inputData,1,828).
+Byte(inputData,1,829).
+Byte(inputData,1,830).
+Byte(inputData,1,831).
+Byte(inputData,1,832).
+Byte(inputData,1,833).
+Byte(inputData,1,834).
+Byte(inputData,1,835).
+Byte(inputData,1,836).
+Byte(inputData,1,837).
+Byte(inputData,1,838).
+Byte(inputData,1,839).
+Byte(inputData,1,840).
+Byte(inputData,1,841).
+Byte(inputData,1,842).
+Byte(inputData,1,843).
+Byte(inputData,1,844).
+Byte(inputData,1,845).
+Byte(inputData,1,846).
+Byte(inputData,1,847).
+Byte(inputData,1,848).
+Byte(inputData,1,849).
+Byte(inputData,1,850).
+Byte(inputData,1,851).
+Byte(inputData,1,852).
+Byte(inputData,1,853).
+Byte(inputData,1,854).
+Byte(inputData,1,855).
+Byte(inputData,1,856).
+Byte(inputData,1,857).
+Byte(inputData,1,858).
+Byte(inputData,1,859).
+Byte(inputData,1,860).
+Byte(inputData,1,861).
+Byte(inputData,1,862).
+Byte(inputData,1,863).
+Byte(inputData,1,864).
+Byte(inputData,1,865).
+Byte(inputData,1,866).
+Byte(inputData,1,867).
+Byte(inputData,1,868).
+Byte(inputData,1,869).
+Byte(inputData,1,870).
+Byte(inputData,1,871).
+Byte(inputData,1,872).
+Byte(inputData,1,873).
+Byte(inputData,1,874).
+Byte(inputData,1,875).
+Byte(inputData,1,876).
+Byte(inputData,1,877).
+Byte(inputData,1,878).
+Byte(inputData,1,879).
+Byte(inputData,1,880).
+Byte(inputData,1,881).
+Byte(inputData,1,882).
+Byte(inputData,1,883).
+Byte(inputData,1,884).
+Byte(inputData,1,885).
+Byte(inputData,1,886).
+Byte(inputData,1,887).
+Byte(inputData,1,888).
+Byte(inputData,1,889).
+Byte(inputData,1,890).
+Byte(inputData,1,891).
+Byte(inputData,1,892).
+Byte(inputData,1,893).
+Byte(inputData,1,894).
+Byte(inputData,1,895).
+Byte(inputData,1,896).
+Byte(inputData,1,897).
+Byte(inputData,1,898).
+Byte(inputData,1,899).
+Byte(inputData,1,900).
+Byte(inputData,1,901).
+Byte(inputData,1,902).
+Byte(inputData,1,903).
+Byte(inputData,1,904).
+Byte(inputData,1,905).
+Byte(inputData,1,906).
+Byte(inputData,1,907).
+Byte(inputData,1,908).
+Byte(inputData,1,909).
+Byte(inputData,1,910).
+Byte(inputData,1,911).
+Byte(inputData,1,912).
+Byte(inputData,1,913).
+Byte(inputData,1,914).
+Byte(inputData,1,915).
+Byte(inputData,1,916).
+Byte(inputData,1,917).
+Byte(inputData,1,918).
+Byte(inputData,1,919).
+Byte(inputData,1,920).
+Byte(inputData,1,921).
+Byte(inputData,1,922).
+Byte(inputData,1,923).
+Byte(inputData,1,924).
+Byte(inputData,1,925).
+Byte(inputData,1,926).
+Byte(inputData,1,927).
+Byte(inputData,1,928).
+Byte(inputData,1,929).
+Byte(inputData,1,930).
+Byte(inputData,1,931).
+Byte(inputData,1,932).
+Byte(inputData,1,933).
+Byte(inputData,1,934).
+Byte(inputData,1,935).
+Byte(inputData,1,936).
+Byte(inputData,1,937).
+Byte(inputData,1,938).
+Byte(inputData,1,939).
+Byte(inputData,1,940).
+Byte(inputData,1,941).
+Byte(inputData,1,942).
+Byte(inputData,1,943).
+Byte(inputData,1,944).
+Byte(inputData,1,945).
+Byte(inputData,1,946).
+Byte(inputData,1,947).
+Byte(inputData,1,948).
+Byte(inputData,1,949).
+Byte(inputData,1,950).
+Byte(inputData,1,951).
+Byte(inputData,1,952).
+Byte(inputData,1,953).
+Byte(inputData,1,954).
+Byte(inputData,1,955).
+Byte(inputData,1,956).
+Byte(inputData,1,957).
+Byte(inputData,1,958).
+Byte(inputData,1,959).
+Byte(inputData,1,960).
+Byte(inputData,1,961).
+Byte(inputData,1,962).
+Byte(inputData,1,963).
+Byte(inputData,1,964).
+Byte(inputData,1,965).
+Byte(inputData,1,966).
+Byte(inputData,1,967).
+Byte(inputData,1,968).
+Byte(inputData,1,969).
+Byte(inputData,1,970).
+Byte(inputData,1,971).
+Byte(inputData,1,972).
+Byte(inputData,1,973).
+Byte(inputData,1,974).
+Byte(inputData,1,975).
+Byte(inputData,1,976).
+Byte(inputData,1,977).
+Byte(inputData,1,978).
+Byte(inputData,1,979).
+Byte(inputData,1,980).
+Byte(inputData,1,981).
+Byte(inputData,1,982).
+Byte(inputData,1,983).
+Byte(inputData,1,984).
+Byte(inputData,1,985).
+Byte(inputData,1,986).
+Byte(inputData,1,987).
+Byte(inputData,1,988).
+Byte(inputData,1,989).
+Byte(inputData,1,990).
+Byte(inputData,1,991).
+Byte(inputData,1,992).
+Byte(inputData,1,993).
+Byte(inputData,1,994).
+Byte(inputData,1,995).
+Byte(inputData,1,996).
+Byte(inputData,1,997).
+Byte(inputData,1,998).
+Byte(inputData,1,999).
+Byte(inputData,1,1000).
+Byte(inputData,1,1001).
+Byte(inputData,1,1002).
+Byte(inputData,1,1003).
+Byte(inputData,1,1004).
+Byte(inputData,1,1005).
+Byte(inputData,1,1006).
+Byte(inputData,1,1007).
+Byte(inputData,1,1008).
+Byte(inputData,1,1009).
+Byte(inputData,1,1010).
+Byte(inputData,1,1011).
+Byte(inputData,1,1012).
+Byte(inputData,1,1013).
+Byte(inputData,1,1014).
+Byte(inputData,1,1015).
+Byte(inputData,1,1016).
+Byte(inputData,1,1017).
+Byte(inputData,1,1018).
+Byte(inputData,1,1019).
+Byte(inputData,1,1020).
+Byte(inputData,1,1021).
+Byte(inputData,1,1022).
+Byte(inputData,1,1023).
+}
\ No newline at end of file
diff --git a/examples/data/parser/ParserDSL.4ml b/examples/data/parser/ParserDSL.4ml
new file mode 100644
index 0000000..a9e412f
--- /dev/null
+++ b/examples/data/parser/ParserDSL.4ml
@@ -0,0 +1,46 @@
+domain GenericDataParser {
+    Status ::= {INIT, READ, UPDATE, TERMINATE, DONE}.
+
+    Byte ::= new (input: InputData, val: Integer, pos: Integer).
+    
+    InputData ::= new (name: String, data: String, length: Integer).
+
+    conforms Byte(inputData, val, pos), inputData is InputData(_, data, length), pos >= 0, pos < length.
+
+    State ::= new (inputData: InputData, status: Status, curPos: Integer, offset: Integer).
+    Transition ::= new (from: State, to: State).
+
+    IntermediateResult ::= new (name: String, context: State, derivedResult: String + Integer + { NULL }).
+
+    NextOffset ::= new (context: State, offset: Integer).
+    NextPos ::= new (context: State, pos: Integer).
+
+    OverRead ::= new (context: State).
+    OverRead(State(inputData, UPDATE, pos, offset)) :- OverRead(State(inputData, READ, pos, offset)).
+    OverRead(state) :- state is State(InputData(_, _, length), _, pos, offset), 
+        pos + offset >= length.
+
+    CanReadMore ::= new (context: State).
+    CanReadMore(State(inputData, UPDATE, pos, offset)) :- CanReadMore(State(inputData, READ, pos, offset)).
+    CanReadMore(state) :- state is State(InputData(_, _, length), _, pos, offset), 
+        pos + offset < length.
+
+    ContinueCondition ::= new (context: State).
+    ContinueCondition(State(inputData, UPDATE, pos, offset)) :- ContinueCondition(State(inputData, READ, pos, offset)).
+
+    State(inputData, DONE, pos, offset) :-
+        inputData is InputData(name, data, length),
+        State(inputData, _, pos, offset), 
+        offset + pos >= length.
+
+    isDone :- State(_, DONE, _, _).
+
+    State(initData, INIT, 0, 0) :- initData is InputData(_,_,_).
+
+    State(inputData, READ, newPos, newOffset),
+    Transition(oldState, State(inputData, READ, newPos, newOffset)) :-
+        oldState is State(inputData, _, pos, offset),
+        NextPos(oldState, newPos),
+        NextOffset(oldState, newOffset),
+        ContinueCondition(oldState).
+}
\ No newline at end of file
diff --git a/examples/data/parser/TinyDemoParser.4ml b/examples/data/parser/TinyDemoParser.4ml
new file mode 100644
index 0000000..daaf5d5
--- /dev/null
+++ b/examples/data/parser/TinyDemoParser.4ml
@@ -0,0 +1,59 @@
+domain TinyDemoParser extends GenericDataParser at "ParserDSL.4ml" {
+    State(inputData, READ, pos, offset) :- State(inputData, INIT, 0, 0),
+        pos = 0, offset = 1. 
+
+    NextOffset(state, newOffset) :- state is State(_, _, 0, _), newOffset = 1. 
+
+    IntermediateResult("count", state, initialCount) :-
+        Byte(inputData, asciiAsInt, 0),
+        state is State(inputData, _, 0, _), 
+        initialCount = asciiAsInt - 48.
+
+    ContinueCondition(state) :- state is State(inputData, _, pos, offset), 
+        offset = 1,
+        IntermediateResult("count", state, val),
+        val = 0.
+
+    IntermediateResult("sum", state, initialSum) :- state is State(inputData, _, 0, _),
+        initialSum = 0.
+
+    NextOffset(state, newOffset) :- state is State(inputData, READ, pos, offset), 
+        pos > 0, newOffset = 1.
+        
+    IntermediateResult("sum", newState, newSum) :- 
+        oldState is State(inputData, READ, pos, offset),
+        newState is State(inputData, UPDATE, pos, offset),
+        pos > 0,
+        NextOffset(state, offset),
+        IntermediateResult("sum", oldState, oldSum),
+        Byte(inputData, asciiAsInt, pos),
+        asciiAsInt > 35,
+        newSum = oldSum + asciiAsInt - 48.
+
+    NextPos(state, newPos) :- state is State(inputData, READ, pos, offset), newPos = pos + offset.
+    
+}
+
+model m of TinyDemoParser at "TinyDemoParser.4ml" {
+    // Format: |header|#|digits| |header|#|digits| ...
+    // The byte in the header decides how many digits to read and it will return the sum.
+    // The header and the digits are separated by '#' and each expression is separated by space.
+    // Example: "3#1234 3#45" 
+    // "51(3) 35(#) 49(1) 50(2) 51(3) 52(4) 32(SPACE) 51(3) 35(#) 52(4) 53(5)" in ASCII format
+    inputData is InputData("sample", "3#1234 3#45", 11).
+
+    Byte(inputData,51,0), 
+    Byte(inputData,35,1), 
+    Byte(inputData,49,2), 
+    Byte(inputData,50,3), 
+    Byte(inputData,51,4),
+    Byte(inputData,52,5),
+    Byte(inputData,32,6), 
+    Byte(inputData,51,7), 
+    Byte(inputData,35,8),
+    Byte(inputData,52,9), 
+    Byte(inputData,53,10).
+
+    initState is State(inputData, INIT, 0, 0). 
+    initSum is IntermediateResult("sum", initState, 0).
+}
\ No newline at end of file
diff --git a/examples/data/parser/formula.pdf b/examples/data/parser/formula.pdf
new file mode 100644
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zh6e2y{0-EW!KGycTLCaMcLVJa{3{Gbu)l&$S3<woLn_F+q6jW>#;-L98;SLpXdDIo
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zIRFfX#?t`fpnFOfjNr#Y8jj$50}PG3Ap=D?Q-r}J)Fb4dvFw$EdPJWeLNGM80$f6_
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z;MpZ)y}+IW5e7<(P!D^<2gL>9BEryo6ZA{i@5W&0*&~1np5(<k`E_OygQ0r~0Fz)-
zU{8dgV<F{B95d|P6UGcl3IYtAZz7CnE9iuM2pAtR4u!)NL|XyTA7L!uEfeO!fGjdP
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sz$NI@r;|;fHk^=SPbceR&$r9LRVG1v;gMGgg()wmtZZU4U0&}00M}+9o&W#<

literal 0
HcmV?d00001

diff --git a/examples/data/parser/untar1.c b/examples/data/parser/untar1.c
new file mode 100644
index 0000000..fe43139
--- /dev/null
+++ b/examples/data/parser/untar1.c
@@ -0,0 +1,201 @@
+static	char	const	rcsid[] = "$Id: untar.c,v 1.35 2007/02/12 20:46:09 njh Exp $";
+
+#if HAVE_CONFIG_H
+#include "clamav-config.h"
+#endif
+
+#include <stdio.h>
+#include <errno.h>
+#include <string.h>
+#ifdef	HAVE_UNISTD_H
+#include <unistd.h>
+#endif
+#include <sys/stat.h>
+#include <fcntl.h>
+#ifdef	HAVE_SYS_PARAM_H
+#include <sys/param.h>	/* for NAME_MAX */
+#endif
+
+#include "clamav.h"
+#include "others.h"
+#include "untar.h"
+#include "mbox.h"
+#include "blob.h"
+#include "scanners.h"
+
+#define BLOCKSIZE 512
+
+#ifndef	O_BINARY
+#define	O_BINARY	0
+#endif
+
+static int
+octal(const char *str)
+{
+	int ret;
+
+	if(sscanf(str, "%o", (unsigned int *)&ret) != 1)
+		return -1;
+	return ret;
+}
+
+int
+cli_untar(const char *dir, int desc, unsigned int posix, cli_ctx *ctx)
+{
+	int size = 0, ret, fout=-1;
+	int in_block = 0;
+	unsigned int files = 0;
+	char fullname[NAME_MAX + 1];
+
+	cli_dbgmsg("In untar(%s, %d)\n", dir, desc);
+
+	for(;;) {
+		char block[BLOCKSIZE];
+		const int nread = cli_readn(desc, block, (unsigned int)sizeof(block));
+
+		if(!in_block && nread == 0)
+			break;
+
+		if(nread < 0) {
+			if(fout>=0)
+				close(fout);
+			cli_errmsg("cli_untar: block read error\n");
+			return CL_EREAD;
+		}
+
+		if(!in_block) {
+			char type;
+			int directory, skipEntry = 0;
+			char magic[7], name[101], osize[13];
+
+			if(fout>=0) {
+				lseek(fout, 0, SEEK_SET);
+				ret = cli_magic_scandesc(fout, ctx);
+				close(fout);
+				if (!ctx->engine->keeptmp)
+					if (cli_unlink(fullname)) return CL_EUNLINK;
+				if (ret==CL_VIRUS)
+					return CL_VIRUS;
+				fout = -1;
+			}
+
+			if(block[0] == '\0')	/* We're done */
+				break;
+			if((ret=cli_checklimits("cli_untar", ctx, 0, 0, 0))!=CL_CLEAN)
+				return ret;
+
+			/* Notice assumption that BLOCKSIZE > 262 */
+			if(posix) {
+				strncpy(magic, block+257, 5);
+				magic[5] = '\0';
+				if(strcmp(magic, "ustar") != 0) {
+					cli_dbgmsg("cli_untar: Incorrect magic string '%s' in tar header\n", magic);
+					return CL_EFORMAT;
+				}
+			}
+
+			type = block[156];
+
+			switch(type) {
+				default:
+					cli_dbgmsg("cli_untar: unknown type flag %c\n", type);
+				case '0':	/* plain file */
+				case '\0':	/* plain file */
+				case '7':	/* contiguous file */
+				case 'M':	/* continuation of a file from another volume; might as well scan it. */
+					files++;
+					directory = 0;
+					break;
+				case '1':	/* Link to already archived file */
+				case '5':	/* directory */
+				case '2':	/* sym link */
+				case '3':	/* char device */
+				case '4':	/* block device */
+				case '6':	/* fifo special */
+				case 'V':	/* Volume header */
+					directory = 1;
+					break;
+				case 'K':
+				case 'L':
+					/* GNU extension - ././@LongLink
+					 * Discard the blocks with the extended filename,
+					 * the last header will contain parts of it anyway
+					 */
+				case 'N': 	/* Old GNU format way of storing long filenames. */
+				case 'A':	/* Solaris ACL */
+				case 'E':	/* Solaris Extended attribute s*/
+				case 'I':	/* Inode only */
+				case 'g':	/* Global extended header */
+				case 'x': 	/* Extended attributes */
+				case 'X':	/* Extended attributes (POSIX) */
+					directory = 0;
+					skipEntry = 1;
+					break;
+			}
+
+			if(directory) {
+				in_block = 0;
+				continue;
+			}
+
+			strncpy(osize, block+124, 12);
+			osize[12] = '\0';
+			size = octal(osize);
+			if(size < 0) {
+				cli_dbgmsg("cli_untar: Invalid size in tar header\n");
+				skipEntry++;
+			} else {
+				cli_dbgmsg("cli_untar: size = %d\n", size);
+				if((ret=cli_checklimits("cli_untar", ctx, size, 0, 0))!=CL_CLEAN)
+					skipEntry++;
+			}
+
+			if(skipEntry) {
+				const int nskip = (size % BLOCKSIZE || !size) ? size + BLOCKSIZE - (size % BLOCKSIZE) : size;
+
+				cli_dbgmsg("cli_untar: skipping entry\n");
+				lseek(desc, nskip, SEEK_CUR);
+				continue;
+			}
+
+			strncpy(name, block, 100);
+			name[100] = '\0';
+			snprintf(fullname, sizeof(fullname)-1, "%s/tar%02u", dir, files);
+			fullname[sizeof(fullname)-1] = '\0';
+			fout = open(fullname, O_RDWR|O_CREAT|O_EXCL|O_TRUNC|O_BINARY, 0600);
+
+			if(fout < 0) {
+				char err[128];
+				cli_errmsg("cli_untar: Can't create temporary file %s: %s\n", fullname, cli_strerror(errno, err, sizeof(err)));
+				return CL_ETMPFILE;
+			}
+
+			cli_dbgmsg("cli_untar: extracting to %s\n", fullname);
+
+			in_block = 1;
+		} else { /* write or continue writing file contents */
+			const int nbytes = size>512? 512:size;
+			const int nwritten = (int)write(fout, block, (size_t)nbytes);
+
+			if(nwritten != nbytes) {
+				cli_errmsg("cli_untar: only wrote %d bytes to file %s (out of disc space?)\n",
+					nwritten, fullname);
+				close(fout);
+				return CL_EWRITE;
+			}
+			size -= nbytes;
+		}
+		if (size == 0)
+			in_block = 0;
+        }	
+	if(fout>=0) {
+		lseek(fout, 0, SEEK_SET);
+		ret = cli_magic_scandesc(fout, ctx);
+		close(fout);
+		if (!ctx->engine->keeptmp)
+			if (cli_unlink(fullname)) return CL_EUNLINK;
+		if (ret==CL_VIRUS)
+			return CL_VIRUS;
+	}
+	return CL_CLEAN;
+}
\ No newline at end of file
diff --git a/examples/data/parser/untar2.c b/examples/data/parser/untar2.c
new file mode 100644
index 0000000..90feb88
--- /dev/null
+++ b/examples/data/parser/untar2.c
@@ -0,0 +1,342 @@
+#if HAVE_CONFIG_H
+#include "clamav-config.h"
+#endif
+
+#include <stdio.h>
+#include <errno.h>
+#include <string.h>
+#ifdef	HAVE_UNISTD_H
+#include <unistd.h>
+#endif
+#include <sys/stat.h>
+#include <fcntl.h>
+#ifdef	HAVE_SYS_PARAM_H
+#include <sys/param.h>	/* for NAME_MAX */
+#endif
+
+#include "clamav.h"
+#include "others.h"
+#include "untar.h"
+#include "mbox.h"
+#include "blob.h"
+#include "scanners.h"
+#include "matcher.h"
+
+#define BLOCKSIZE 512
+#define TARSIZEOFFSET 124
+#define TARSIZELEN 12
+#define TARCHECKSUMOFFSET 148
+#define TARCHECKSUMLEN 8
+#define TARFILETYPEOFFSET 156
+
+static int
+octal(const char *str)
+{
+	int ret;
+
+	if(sscanf(str, "%o", (unsigned int *)&ret) != 1)
+		return -1;
+	return ret;
+}
+
+/**
+ * Retrieve checksum values from a tar header block.
+ * @param header Header data block, padded with zeroes to reach BLOCKSIZE
+ * @return int value of checksum, -1 (from octal()) if bad value
+ */
+static int
+getchecksum(const char *header)
+{
+	char ochecksum[TARCHECKSUMLEN + 1];
+	int checksum = -1;
+
+	strncpy(ochecksum, header+TARCHECKSUMOFFSET, TARCHECKSUMLEN);
+	ochecksum[TARCHECKSUMLEN] = '\0';
+	checksum = octal(ochecksum);
+	return checksum;
+}
+
+/**
+ * Calculate checksum values for tar header blocks.
+ * @param header Header data block, padded with zeroes to reach BLOCKSIZE
+ * @param targetsum Check value to match (as int not octal!)
+ * @return 0 if checksum matches target, -1 if not
+ */
+static int
+testchecksum(const char *header, int targetsum)
+{
+	const unsigned char *posix;	
+	const signed char *legacy;
+	int posix_sum = 0, legacy_sum = 0;
+	int i;
+
+	// targetsum -1 represents an error from octal()
+	if (targetsum == -1) {
+		return -1;
+	}
+
+	/* Build checksums. POSIX is unsigned; some legacy tars use signed. */
+	posix = (unsigned char *)header;
+	legacy = (signed char *)header;
+	for (i = 0; i < BLOCKSIZE; i++ ) {
+		if ((i >= TARCHECKSUMOFFSET) && (i < TARCHECKSUMOFFSET + TARCHECKSUMLEN)) {
+			/* Use ascii value of space in place of checksum value */
+			posix_sum += 32;
+			legacy_sum += 32;
+		}
+		else {
+			posix_sum += posix[i];
+			legacy_sum += legacy[i];
+		}
+	}
+
+	if ((targetsum == posix_sum) || (targetsum == legacy_sum)) {
+		return 0;
+	}
+	return -1;
+}
+
+int
+cli_untar(const char *dir, unsigned int posix, cli_ctx *ctx)
+{
+	int size = 0, ret, fout=-1;
+	int in_block = 0;
+	int last_header_bad = 0;
+	int limitnear = 0;
+	unsigned int files = 0;
+	char fullname[NAME_MAX + 1];
+	size_t pos = 0;
+	size_t currsize = 0;
+        char zero[BLOCKSIZE];
+	unsigned int num_viruses = 0; 
+
+	cli_dbgmsg("In untar(%s)\n", dir);
+        memset(zero, 0, sizeof(zero));
+
+	for(;;) {
+	        const char *block;
+		size_t nread;
+
+		block = fmap_need_off_once_len(*ctx->fmap, pos, BLOCKSIZE, &nread); 
+		cli_dbgmsg("cli_untar: pos = %lu\n", (unsigned long)pos);
+
+		if(!in_block && !nread)
+			break;
+
+                if (!nread)
+                    block = zero;
+
+		if(!block) {
+			if(fout>=0)
+				close(fout);
+			cli_errmsg("cli_untar: block read error\n");
+			return CL_EREAD;
+		}
+		pos += nread;
+
+		if(!in_block) {
+			char type;
+			int directory, skipEntry = 0;
+			int checksum = -1;
+			char magic[7], name[101], osize[TARSIZELEN + 1];
+			currsize = 0;
+
+			if(fout>=0) {
+				lseek(fout, 0, SEEK_SET);
+				ret = cli_magic_scandesc(fout, ctx);
+				close(fout);
+				if (!ctx->engine->keeptmp)
+					if (cli_unlink(fullname)) return CL_EUNLINK;
+				if (ret==CL_VIRUS) {
+				    if (!SCAN_ALL)
+					return CL_VIRUS;
+				    else
+					num_viruses++;
+				}
+				fout = -1;
+			}
+
+			if(block[0] == '\0')	/* We're done */
+				break;
+			if((ret=cli_checklimits("cli_untar", ctx, 0, 0, 0))!=CL_CLEAN)
+				return ret;
+
+			checksum = getchecksum(block);
+			cli_dbgmsg("cli_untar: Candidate checksum = %d, [%o in octal]\n", checksum, checksum);
+			if(testchecksum(block, checksum) != 0) {
+				// If checksum is bad, dump and look for next header block
+				cli_dbgmsg("cli_untar: Invalid checksum in tar header. Skip to next...\n");
+				if (last_header_bad == 0) {
+					last_header_bad++;
+					cli_dbgmsg("cli_untar: Invalid checksum found inside archive!\n");
+				}
+				continue;
+			} else {
+				last_header_bad = 0;
+				cli_dbgmsg("cli_untar: Checksum %d is valid.\n", checksum);
+			}
+
+			/* Notice assumption that BLOCKSIZE > 262 */
+			if(posix) {
+				strncpy(magic, block+257, 5);
+				magic[5] = '\0';
+				if(strcmp(magic, "ustar") != 0) {
+					cli_dbgmsg("cli_untar: Incorrect magic string '%s' in tar header\n", magic);
+					return CL_EFORMAT;
+				}
+			}
+
+			type = block[TARFILETYPEOFFSET];
+
+			switch(type) {
+				default:
+					cli_dbgmsg("cli_untar: unknown type flag %c\n", type);
+				case '0':	/* plain file */
+				case '\0':	/* plain file */
+				case '7':	/* contiguous file */
+				case 'M':	/* continuation of a file from another volume; might as well scan it. */
+					files++;
+					directory = 0;
+					break;
+				case '1':	/* Link to already archived file */
+				case '5':	/* directory */
+				case '2':	/* sym link */
+				case '3':	/* char device */
+				case '4':	/* block device */
+				case '6':	/* fifo special */
+				case 'V':	/* Volume header */
+					directory = 1;
+					break;
+				case 'K':
+				case 'L':
+					/* GNU extension - ././@LongLink
+					 * Discard the blocks with the extended filename,
+					 * the last header will contain parts of it anyway
+					 */
+				case 'N': 	/* Old GNU format way of storing long filenames. */
+				case 'A':	/* Solaris ACL */
+				case 'E':	/* Solaris Extended attribute s*/
+				case 'I':	/* Inode only */
+				case 'g':	/* Global extended header */
+				case 'x': 	/* Extended attributes */
+				case 'X':	/* Extended attributes (POSIX) */
+					directory = 0;
+					skipEntry = 1;
+					break;
+			}
+
+			if(directory) {
+				in_block = 0;
+				continue;
+			}
+
+			strncpy(osize, block+TARSIZEOFFSET, TARSIZELEN);
+			osize[TARSIZELEN] = '\0';
+			size = octal(osize);
+			if(size < 0) {
+				cli_dbgmsg("cli_untar: Invalid size in tar header\n");
+				skipEntry++;
+			} else {
+				cli_dbgmsg("cli_untar: size = %d\n", size);
+				ret = cli_checklimits("cli_untar", ctx, size, 0, 0);
+				switch(ret) {
+					case CL_EMAXFILES: // Scan no more files 
+						skipEntry++;
+						limitnear = 0;
+						break;
+					case CL_EMAXSIZE: // Either single file limit or total byte limit would be exceeded
+						cli_dbgmsg("cli_untar: would exceed limit, will try up to max");
+						limitnear = 1;
+						break;
+					default: // Ok based on reported content size
+						limitnear = 0;
+						break;
+				}
+			}
+
+			if(skipEntry) {
+				const int nskip = (size % BLOCKSIZE || !size) ? size + BLOCKSIZE - (size % BLOCKSIZE) : size;
+
+				if(nskip < 0) {
+					cli_dbgmsg("cli_untar: got negative skip size, giving up\n");
+					return CL_CLEAN;
+				}
+				cli_dbgmsg("cli_untar: skipping entry\n");
+				pos += nskip;
+				continue;
+			}
+
+			strncpy(name, block, 100);
+			name[100] = '\0';
+			if(cli_matchmeta(ctx, name, size, size, 0, files, 0, NULL) == CL_VIRUS) {
+			    if (!SCAN_ALL)
+				return CL_VIRUS;
+			    else
+				num_viruses++;
+			}
+
+			snprintf(fullname, sizeof(fullname)-1, "%s"PATHSEP"tar%02u", dir, files);
+			fullname[sizeof(fullname)-1] = '\0';
+			fout = open(fullname, O_RDWR|O_CREAT|O_EXCL|O_TRUNC|O_BINARY, 0600);
+
+			if(fout < 0) {
+				char err[128];
+				cli_errmsg("cli_untar: Can't create temporary file %s: %s\n", fullname, cli_strerror(errno, err, sizeof(err)));
+				return CL_ETMPFILE;
+			}
+
+			cli_dbgmsg("cli_untar: extracting to %s\n", fullname);
+
+			in_block = 1;
+		} else { /* write or continue writing file contents */
+                        int nbytes, nwritten;
+                        int skipwrite = 0;
+                        char err[128];
+
+			nbytes = size>512? 512:size;
+                        if (nread && nread < (size_t)nbytes)
+                            nbytes = nread;
+
+			if (limitnear > 0) {
+				currsize += nbytes;
+				cli_dbgmsg("cli_untar: Approaching limit...\n");
+				if (cli_checklimits("cli_untar", ctx, (unsigned long)currsize, 0, 0) != CL_SUCCESS) {
+					// Limit would be exceeded by this file, suppress writing beyond limit
+					// Need to keep reading to get to end of file chunk
+					skipwrite++;
+				}
+			}
+
+			if (skipwrite == 0) {
+				nwritten = (int)cli_writen(fout, block, (size_t)nbytes);
+
+				if(nwritten != nbytes) {
+					cli_errmsg("cli_untar: only wrote %d bytes to file %s (out of disc space?): %s\n",
+						nwritten, fullname, cli_strerror(errno, err, sizeof(err)));
+					close(fout);
+					return CL_EWRITE;
+				}
+			}
+			size -= nbytes;
+			if ((size != 0) && (nread == 0)) {
+				// Truncated tar file, so end file content like tar behavior
+				cli_dbgmsg("cli_untar: No bytes read! Forcing end of file content.\n");
+				size = 0;
+			}
+		}
+		if (size == 0)
+			in_block = 0;
+        }
+	if(fout>=0) {
+		lseek(fout, 0, SEEK_SET);
+		ret = cli_magic_scandesc(fout, ctx);
+		close(fout);
+		if (!ctx->engine->keeptmp)
+			if (cli_unlink(fullname)) return CL_EUNLINK;
+		if (ret==CL_VIRUS)
+			return CL_VIRUS;
+	}
+	if (num_viruses)
+	    return CL_VIRUS;
+	return CL_CLEAN;
+}
\ No newline at end of file

From cf1e023ef728899fc959f10e38a8ff27dc5152cd Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Fri, 31 Jan 2025 17:31:04 -0500
Subject: [PATCH 04/20] Update README

---
 README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/README.md b/README.md
index a52ce9b..cbd8735 100644
--- a/README.md
+++ b/README.md
@@ -48,4 +48,9 @@ $ ollama pull bakllava
 
 // Run the Ollama server exe or by command
 $ ollama serve
+```
+
+### Run Jupyter Notebook
+```bash
+$ jupyter notebook
 ```
\ No newline at end of file

From 1ac947d9b59c8915e88bfac8ef38bfe0a22c3f0d Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Fri, 31 Jan 2025 18:16:21 -0500
Subject: [PATCH 05/20] Add initial untar.ipynb for demo

---
 examples/untar.ipynb | 97 ++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 97 insertions(+)
 create mode 100644 examples/untar.ipynb

diff --git a/examples/untar.ipynb b/examples/untar.ipynb
new file mode 100644
index 0000000..a43a650
--- /dev/null
+++ b/examples/untar.ipynb
@@ -0,0 +1,97 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import formulallm.formula as f"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.help()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "code = f.load(\"./data/parser/TinyDemoParser.4ml\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.details(\"TinyDemoParser\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.query(\"m\", \"isDone\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "code = f.load(\"./data/parser/GeneratedTar.4ml\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.query(\"wrongModel\", \"isDone\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "f.list()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.16"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}

From a53bca163e61620c8028aa20ce7538ad969345c0 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:13:42 -0500
Subject: [PATCH 06/20] update dependencies

---
 .python-version |    1 +
 poetry.lock     | 2563 ++++++++++++-----------------------------------
 pyproject.toml  |   16 +-
 3 files changed, 667 insertions(+), 1913 deletions(-)
 create mode 100644 .python-version

diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/poetry.lock b/poetry.lock
index 824b0fd..4b7da63 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -239,24 +239,6 @@ types-python-dateutil = ">=2.8.10"
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
 test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
-[[package]]
-name = "asgiref"
-version = "3.7.2"
-description = "ASGI specs, helper code, and adapters"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
-    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
-]
-
-[package.dependencies]
-typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
-
-[package.extras]
-tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
-
 [[package]]
 name = "asttokens"
 version = "2.4.1"
@@ -351,47 +333,6 @@ files = [
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
 ]
 
-[[package]]
-name = "bcrypt"
-version = "4.1.2"
-description = "Modern password hashing for your software and your servers"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "bcrypt-4.1.2-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:ac621c093edb28200728a9cca214d7e838529e557027ef0581685909acd28b5e"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea505c97a5c465ab8c3ba75c0805a102ce526695cd6818c6de3b1a38f6f60da1"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:57fa9442758da926ed33a91644649d3e340a71e2d0a5a8de064fb621fd5a3326"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb3bd3321517916696233b5e0c67fd7d6281f0ef48e66812db35fc963a422a1c"},
-    {file = "bcrypt-4.1.2-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:6cad43d8c63f34b26aef462b6f5e44fdcf9860b723d2453b5d391258c4c8e966"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:44290ccc827d3a24604f2c8bcd00d0da349e336e6503656cb8192133e27335e2"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:732b3920a08eacf12f93e6b04ea276c489f1c8fb49344f564cca2adb663b3e4c"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1c28973decf4e0e69cee78c68e30a523be441972c826703bb93099868a8ff5b5"},
-    {file = "bcrypt-4.1.2-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b8df79979c5bae07f1db22dcc49cc5bccf08a0380ca5c6f391cbb5790355c0b0"},
-    {file = "bcrypt-4.1.2-cp37-abi3-win32.whl", hash = "sha256:fbe188b878313d01b7718390f31528be4010fed1faa798c5a1d0469c9c48c369"},
-    {file = "bcrypt-4.1.2-cp37-abi3-win_amd64.whl", hash = "sha256:9800ae5bd5077b13725e2e3934aa3c9c37e49d3ea3d06318010aa40f54c63551"},
-    {file = "bcrypt-4.1.2-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:71b8be82bc46cedd61a9f4ccb6c1a493211d031415a34adde3669ee1b0afbb63"},
-    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:68e3c6642077b0c8092580c819c1684161262b2e30c4f45deb000c38947bf483"},
-    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:387e7e1af9a4dd636b9505a465032f2f5cb8e61ba1120e79a0e1cd0b512f3dfc"},
-    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:f70d9c61f9c4ca7d57f3bfe88a5ccf62546ffbadf3681bb1e268d9d2e41c91a7"},
-    {file = "bcrypt-4.1.2-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:2a298db2a8ab20056120b45e86c00a0a5eb50ec4075b6142db35f593b97cb3fb"},
-    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ba55e40de38a24e2d78d34c2d36d6e864f93e0d79d0b6ce915e4335aa81d01b1"},
-    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:3566a88234e8de2ccae31968127b0ecccbb4cddb629da744165db72b58d88ca4"},
-    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:b90e216dc36864ae7132cb151ffe95155a37a14e0de3a8f64b49655dd959ff9c"},
-    {file = "bcrypt-4.1.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:69057b9fc5093ea1ab00dd24ede891f3e5e65bee040395fb1e66ee196f9c9b4a"},
-    {file = "bcrypt-4.1.2-cp39-abi3-win32.whl", hash = "sha256:02d9ef8915f72dd6daaef40e0baeef8a017ce624369f09754baf32bb32dba25f"},
-    {file = "bcrypt-4.1.2-cp39-abi3-win_amd64.whl", hash = "sha256:be3ab1071662f6065899fe08428e45c16aa36e28bc42921c4901a191fda6ee42"},
-    {file = "bcrypt-4.1.2-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d75fc8cd0ba23f97bae88a6ec04e9e5351ff3c6ad06f38fe32ba50cbd0d11946"},
-    {file = "bcrypt-4.1.2-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:a97e07e83e3262599434816f631cc4c7ca2aa8e9c072c1b1a7fec2ae809a1d2d"},
-    {file = "bcrypt-4.1.2-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:e51c42750b7585cee7892c2614be0d14107fad9581d1738d954a262556dd1aab"},
-    {file = "bcrypt-4.1.2-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:ba4e4cc26610581a6329b3937e02d319f5ad4b85b074846bf4fef8a8cf51e7bb"},
-    {file = "bcrypt-4.1.2.tar.gz", hash = "sha256:33313a1200a3ae90b75587ceac502b048b840fc69e7f7a0905b5f87fac7a1258"},
-]
-
-[package.extras]
-tests = ["pytest (>=3.2.1,!=3.3.0)"]
-typecheck = ["mypy"]
-
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
@@ -433,43 +374,6 @@ webencodings = "*"
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.3)"]
 
-[[package]]
-name = "build"
-version = "1.1.1"
-description = "A simple, correct Python build frontend"
-optional = false
-python-versions = ">= 3.7"
-groups = ["main"]
-files = [
-    {file = "build-1.1.1-py3-none-any.whl", hash = "sha256:8ed0851ee76e6e38adce47e4bee3b51c771d86c64cf578d0c2245567ee200e73"},
-    {file = "build-1.1.1.tar.gz", hash = "sha256:8eea65bb45b1aac2e734ba2cc8dad3a6d97d97901a395bd0ed3e7b46953d2a31"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "os_name == \"nt\""}
-importlib-metadata = {version = ">=4.6", markers = "python_full_version < \"3.10.2\""}
-packaging = ">=19.0"
-pyproject_hooks = "*"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-
-[package.extras]
-docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
-test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
-typing = ["importlib-metadata (>=5.1)", "mypy (>=1.5.0,<1.6.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
-virtualenv = ["virtualenv (>=20.0.35)"]
-
-[[package]]
-name = "cachetools"
-version = "5.3.3"
-description = "Extensible memoizing collections and decorators"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
-    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
-]
-
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -659,86 +563,6 @@ files = [
     {file = "charset_normalizer-3.3.2-py3-none-any.whl", hash = "sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc"},
 ]
 
-[[package]]
-name = "chroma-hnswlib"
-version = "0.7.3"
-description = "Chromas fork of hnswlib"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "chroma-hnswlib-0.7.3.tar.gz", hash = "sha256:b6137bedde49fffda6af93b0297fe00429fc61e5a072b1ed9377f909ed95a932"},
-    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59d6a7c6f863c67aeb23e79a64001d537060b6995c3eca9a06e349ff7b0998ca"},
-    {file = "chroma_hnswlib-0.7.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d71a3f4f232f537b6152947006bd32bc1629a8686df22fd97777b70f416c127a"},
-    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c92dc1ebe062188e53970ba13f6b07e0ae32e64c9770eb7f7ffa83f149d4210"},
-    {file = "chroma_hnswlib-0.7.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49da700a6656fed8753f68d44b8cc8ae46efc99fc8a22a6d970dc1697f49b403"},
-    {file = "chroma_hnswlib-0.7.3-cp310-cp310-win_amd64.whl", hash = "sha256:108bc4c293d819b56476d8f7865803cb03afd6ca128a2a04d678fffc139af029"},
-    {file = "chroma_hnswlib-0.7.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:11e7ca93fb8192214ac2b9c0943641ac0daf8f9d4591bb7b73be808a83835667"},
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-    {file = "chroma_hnswlib-0.7.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:454df3dd3e97aa784fba7cf888ad191e0087eef0fd8c70daf28b753b3b591170"},
-    {file = "chroma_hnswlib-0.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:df587d15007ca701c6de0ee7d5585dd5e976b7edd2b30ac72bc376b3c3f85882"},
-]
-
-[package.dependencies]
-numpy = "*"
-
-[[package]]
-name = "chromadb"
-version = "0.4.24"
-description = "Chroma."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"},
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-
-[package.dependencies]
-bcrypt = ">=4.0.1"
-build = ">=1.0.3"
-chroma-hnswlib = "0.7.3"
-fastapi = ">=0.95.2"
-grpcio = ">=1.58.0"
-importlib-resources = "*"
-kubernetes = ">=28.1.0"
-mmh3 = ">=4.0.1"
-numpy = ">=1.22.5"
-onnxruntime = ">=1.14.1"
-opentelemetry-api = ">=1.2.0"
-opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
-opentelemetry-instrumentation-fastapi = ">=0.41b0"
-opentelemetry-sdk = ">=1.2.0"
-orjson = ">=3.9.12"
-overrides = ">=7.3.1"
-posthog = ">=2.4.0"
-pulsar-client = ">=3.1.0"
-pydantic = ">=1.9"
-pypika = ">=0.48.9"
-PyYAML = ">=6.0.0"
-requests = ">=2.28"
-tenacity = ">=8.2.3"
-tokenizers = ">=0.13.2"
-tqdm = ">=4.65.0"
-typer = ">=0.9.0"
-typing-extensions = ">=4.5.0"
-uvicorn = {version = ">=0.18.3", extras = ["standard"]}
-
 [[package]]
 name = "click"
 version = "8.1.7"
@@ -776,30 +600,12 @@ description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 groups = ["main"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\""
+markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
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 [[package]]
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 version = "0.14.0"
@@ -1431,55 +1025,6 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.25.0)"]
 
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-
-[package.extras]
-test = ["Cython (>=0.29.24,<0.30.0)"]
-
 [[package]]
 name = "httpx"
 version = "0.27.0"
@@ -1505,55 +1050,6 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
-[[package]]
-name = "huggingface-hub"
-version = "0.21.4"
-description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-optional = false
-python-versions = ">=3.8.0"
-groups = ["main"]
-files = [
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-[package.dependencies]
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-packaging = ">=20.9"
-pyyaml = ">=5.1"
-requests = "*"
-tqdm = ">=4.42.1"
-typing-extensions = ">=3.7.4.3"
-
-[package.extras]
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-cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "mypy (==1.5.1)", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.1.3)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
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-inference = ["aiohttp", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
-quality = ["mypy (==1.5.1)", "ruff (>=0.1.3)"]
-tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "gradio", "jedi", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
-torch = ["safetensors", "torch"]
-typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
-
-[[package]]
-name = "humanfriendly"
-version = "10.0"
-description = "Human friendly output for text interfaces using Python"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
-pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
-
 [[package]]
 name = "idna"
 version = "3.6"
@@ -1566,42 +1062,6 @@ files = [
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "6.11.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
-zipp = ">=0.5"
-
-[package.extras]
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-perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
-
-[[package]]
-name = "importlib-resources"
-version = "6.3.2"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-[package.extras]
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-testing = ["jaraco.collections", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
-
 [[package]]
 name = "ipykernel"
 version = "6.29.3"
@@ -1944,24 +1404,23 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter"
-version = "1.0.0"
+version = "1.1.1"
 description = "Jupyter metapackage. Install all the Jupyter components in one go."
 optional = false
 python-versions = "*"
 groups = ["main"]
 files = [
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+    {file = "jupyter-1.1.1-py2.py3-none-any.whl", hash = "sha256:7a59533c22af65439b24bbe60373a4e95af8f16ac65a6c00820ad378e3f7cc83"},
+    {file = "jupyter-1.1.1.tar.gz", hash = "sha256:d55467bceabdea49d7e3624af7e33d59c37fff53ed3a350e1ac957bed731de7a"},
 ]
 
 [package.dependencies]
 ipykernel = "*"
 ipywidgets = "*"
 jupyter-console = "*"
+jupyterlab = "*"
 nbconvert = "*"
 notebook = "*"
-qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
@@ -2214,124 +1673,104 @@ files = [
 ]
 
 [[package]]
-name = "kubernetes"
-version = "29.0.0"
-description = "Kubernetes python client"
+name = "langchain"
+version = "0.3.17"
+description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.6"
+python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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+    {file = "langchain-0.3.17-py3-none-any.whl", hash = "sha256:4d6d3cf454cc261a5017fd1fa5014cffcc7aeaccd0ec0530fc10c5f71e6e97a0"},
+    {file = "langchain-0.3.17.tar.gz", hash = "sha256:cef56f0a7c8369f35f1fa2690ecf0caa4504a36a5383de0eb29b8a5e26f625a0"},
 ]
 
 [package.dependencies]
-certifi = ">=14.05.14"
-google-auth = ">=1.0.1"
-oauthlib = ">=3.2.2"
-python-dateutil = ">=2.5.3"
-pyyaml = ">=5.4.1"
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-requests-oauthlib = "*"
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-urllib3 = ">=1.24.2"
-websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
-
-[package.extras]
-adal = ["adal (>=1.0.2)"]
+aiohttp = ">=3.8.3,<4.0.0"
+async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
+langchain-core = ">=0.3.33,<0.4.0"
+langchain-text-splitters = ">=0.3.3,<0.4.0"
+langsmith = ">=0.1.17,<0.4"
+numpy = [
+    {version = ">=1.22.4,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.2,<3", markers = "python_version >= \"3.12\""},
+]
+pydantic = ">=2.7.4,<3.0.0"
+PyYAML = ">=5.3"
+requests = ">=2,<3"
+SQLAlchemy = ">=1.4,<3"
+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10"
 
 [[package]]
-name = "langchain"
-version = "0.1.8"
+name = "langchain-core"
+version = "0.3.33"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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 [[package]]
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+tiktoken = ">=0.7,<1"
 
-[package.extras]
-extended-testing = ["jinja2 (>=3,<4)"]
+[[package]]
+name = "langchain-text-splitters"
+version = "0.3.5"
+description = "LangChain text splitting utilities"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
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+[package.dependencies]
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 [[package]]
 name = "langdetect"
@@ -2348,21 +1787,81 @@ files = [
 [package.dependencies]
 six = "*"
 
+[[package]]
+name = "langgraph"
+version = "0.2.69"
+description = "Building stateful, multi-actor applications with LLMs"
+optional = false
+python-versions = "<4.0,>=3.9.0"
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+
+[[package]]
+name = "langgraph-checkpoint"
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+description = "Library with base interfaces for LangGraph checkpoint savers."
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+[package.dependencies]
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+
+[[package]]
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+description = "SDK for interacting with LangGraph API"
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+python-versions = "<4.0.0,>=3.9.0"
+groups = ["main"]
+files = [
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+[package.dependencies]
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 requests = ">=2,<3"
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+zstandard = ">=0.23.0,<0.24.0"
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+[package.extras]
+langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
+pytest = ["pytest (>=7.0.0)", "rich (>=13.9.4,<14.0.0)"]
 
 [[package]]
 name = "lxml"
@@ -2577,128 +2076,79 @@ files = [
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-description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
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-python-versions = "*"
-groups = ["main"]
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 [[package]]
@@ -3425,87 +2670,90 @@ ptyprocess = ">=0.5"
 
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 ]
 
 [package.dependencies]
@@ -3951,45 +3101,6 @@ docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow", "PyCryptodome"]
 image = ["Pillow"]
 
-[[package]]
-name = "pypika"
-version = "0.48.9"
-description = "A SQL query builder API for Python"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
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-]
-
-[[package]]
-name = "pyproject-hooks"
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-description = "Wrappers to call pyproject.toml-based build backend hooks."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-
-[[package]]
-name = "pyreadline3"
-version = "3.4.1"
-description = "A python implementation of GNU readline."
-optional = false
-python-versions = "*"
-groups = ["main"]
-markers = "sys_platform == \"win32\""
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-]
-
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -4333,50 +3444,6 @@ files = [
 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
-[[package]]
-name = "qtconsole"
-version = "5.5.1"
-description = "Jupyter Qt console"
-optional = false
-python-versions = ">= 3.8"
-groups = ["main"]
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-
-[package.dependencies]
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-jupyter-client = ">=4.1"
-jupyter-core = "*"
-packaging = "*"
-pygments = "*"
-pyzmq = ">=17.1"
-qtpy = ">=2.4.0"
-traitlets = "<5.2.1 || >5.2.1,<5.2.2 || >5.2.2"
-
-[package.extras]
-doc = ["Sphinx (>=1.3)"]
-test = ["flaky", "pytest", "pytest-qt"]
-
-[[package]]
-name = "qtpy"
-version = "2.4.1"
-description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
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-
-[package.dependencies]
-packaging = "*"
-
-[package.extras]
-test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
-
 [[package]]
 name = "rapidfuzz"
 version = "3.6.1"
@@ -4622,23 +3689,19 @@ socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
-name = "requests-oauthlib"
-version = "1.4.0"
-description = "OAuthlib authentication support for Requests."
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-oauthlib = ">=3.0.0"
-requests = ">=2.0.0"
-
-[package.extras]
-rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "rfc3339-validator"
@@ -4776,21 +3839,6 @@ files = [
     {file = "rpds_py-0.18.0.tar.gz", hash = "sha256:42821446ee7a76f5d9f71f9e33a4fb2ffd724bb3e7f93386150b61a43115788d"},
 ]
 
-[[package]]
-name = "rsa"
-version = "4.9"
-description = "Pure-Python RSA implementation"
-optional = false
-python-versions = ">=3.6,<4"
-groups = ["main"]
-files = [
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-]
-
-[package.dependencies]
-pyasn1 = ">=0.1.3"
-
 [[package]]
 name = "send2trash"
 version = "1.8.2"
@@ -4808,23 +3856,6 @@ nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
 objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
-[[package]]
-name = "setuptools"
-version = "69.2.0"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-
-[package.extras]
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-
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -4969,39 +4000,6 @@ pure-eval = "*"
 [package.extras]
 tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
-[[package]]
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-description = "The little ASGI library that shines."
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-groups = ["main"]
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-[package.dependencies]
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-
-[package.extras]
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-
-[[package]]
-name = "sympy"
-version = "1.12"
-description = "Computer algebra system (CAS) in Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-
-[package.dependencies]
-mpmath = ">=0.19"
-
 [[package]]
 name = "tenacity"
 version = "8.2.3"
@@ -5040,151 +4038,71 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
-name = "tinycss2"
-version = "1.2.1"
-description = "A tiny CSS parser"
+name = "tiktoken"
+version = "0.8.0"
+description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
+doc = ["sphinx", "sphinx_rtd_theme"]
+test = ["flake8", "isort", "pytest"]
 
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 notebook = ["ipywidgets (>=6)"]
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 ]
 
+[package.dependencies]
+cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
+
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+cffi = ["cffi (>=1.11)"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">3.10,<3.13"
-content-hash = "436a7b88018348f66ca44cc039cf535952552b5a80b538277ddf6a8d009a4a83"
+content-hash = "4ad22e5adb6657daa872ce272fb2fe818a131087321cbc4ff09b51ad4a5f85b9"
diff --git a/pyproject.toml b/pyproject.toml
index e52cf8c..afeda3b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,19 +8,21 @@ packages = [{include = "formulallm"}]
 
 [tool.poetry.dependencies]
 python = ">3.10,<3.13"
-langchain = "0.1.8"
-langsmith = "0.1.5"
-langchain_community = "0.0.28"
+langchain = "0.3.17"
+langsmith = "0.3.5"
+langchain_deepseek = "0.1.0"
+langchain_openai = "0.3.3"
+langgraph = "0.2.69"
 pythonnet = "^3.0.3"
-tqdm = "4.66.2"
-jupyter = "1.0.0"
-pillow = "10.2.0"
+tqdm = "4.67.1"
+jupyter = "1.1.1"
+pillow = "11.1.0"
 ipython = "8.21.0"
 pymupdf = "^1.23.26"
-chromadb = "^0.4.24"
 unstructured = "^0.16.17"
 python-pptx = "^0.6.23"
 python-docx = "^1.1.0"
+python-dotenv = "^1.0.1"
 openai = "^1.61.0"
 pypdf2 = "^3.0.1"
 

From b26dd45c091386baa987794b0ed1d841f534a337 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:17:02 -0500
Subject: [PATCH 07/20] Update agent in formulallm

---
 formulallm/agents/__init__.py      |  2 +-
 formulallm/agents/formula_agent.py | 90 ++++++++++++++++++++----------
 formulallm/agents/formula_tools.py | 44 ---------------
 formulallm/agents/prompts.py       | 19 +++++++
 formulallm/utils/extraction.py     | 20 +++++++
 5 files changed, 100 insertions(+), 75 deletions(-)
 delete mode 100644 formulallm/agents/formula_tools.py

diff --git a/formulallm/agents/__init__.py b/formulallm/agents/__init__.py
index a082590..aba59ce 100644
--- a/formulallm/agents/__init__.py
+++ b/formulallm/agents/__init__.py
@@ -1 +1 @@
-from .formula_agent import FormulaAgent
\ No newline at end of file
+from .formula_agent import FormulaLLMAgent
\ No newline at end of file
diff --git a/formulallm/agents/formula_agent.py b/formulallm/agents/formula_agent.py
index cee9057..7cf4bd1 100644
--- a/formulallm/agents/formula_agent.py
+++ b/formulallm/agents/formula_agent.py
@@ -1,42 +1,72 @@
 import os
+from typing import List, Annotated, TypedDict
+from typing_extensions import TypedDict
+from dotenv import load_dotenv
 
-from langchain_community.chat_models import ChatOpenAI
-from langchain.agents.agent import AgentExecutor
-from langchain.agents.openai_functions_agent.base import OpenAIFunctionsAgent
-from langchain.schema.messages import SystemMessage
+from langchain.agents import AgentExecutor, create_react_agent
 from langchain.memory import ConversationBufferMemory
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
+from langchain_core.messages import HumanMessage, SystemMessage
+from langchain_deepseek import ChatDeepSeek
+from langchain_openai import ChatOpenAI
+from langgraph.graph import StateGraph, START, END
+from langgraph.graph.message import add_messages
 
-from .formula_tools import FormulaCodeLLM
-from .prompts import FIX_CODE_PREFIX, QUERY_PROMPT
+from formulallm.agents.prompts import *
 
-class FormulaAgent:
-    def __init__(self, model="gpt-3.5-turbo-0125", temperature=0.0):
-        if not os.environ["OPENAI_API_KEY"]:
-            raise ValueError("Environment variable OPENAI_API_KEY is not set.")
+class State(TypedDict):
+    # Messages have the type "list". The `add_messages` function
+    # in the annotation defines how this state key should be updated
+    # (in this case, it appends messages to the list, rather than overwriting them)
+    messages: Annotated[list, add_messages]
+
+class FormulaLLMAgent:
+    def __init__(self, model="deepseek-coder", temperature=0.0):
+        load_dotenv()
         
-        self.llm = ChatOpenAI(temperature=temperature, model=model)
+        if "deepseek" in model:
+            if not os.getenv("DEEPSEEK_API_KEY"):
+                raise ValueError("DEEPSEEK_API_KEY not found in .env file or environment variables")
+            self.llm = ChatDeepSeek(temperature=temperature, model=model)
+        else:
+            if not os.getenv("OPENAI_API_KEY"):
+                raise ValueError("OPENAI_API_KEY not found in .env file or environment variables")
+            self.llm = ChatOpenAI(temperature=temperature, model=model)
 
-        system_message = SystemMessage(content=FIX_CODE_PREFIX)
-        _prompt = OpenAIFunctionsAgent.create_prompt(system_message=system_message)
+    def run(self, prompt: str,files: List[str]) -> None:
+        print("Starting conversation with the agent. Type 'exit' to end the session.")
 
-        memory = ConversationBufferMemory(memory_key="chat_history", return_messages=True)
+        def chatbot(state: State):
+            return {"messages": [self.llm.invoke(state["messages"])]}
 
-        tools = [FormulaCodeLLM(name="formulallm", description="Formula llm", llm=self.llm)]
+        graph_builder = StateGraph(State)
+        graph_builder.add_node("chatbot", chatbot)
+        graph_builder.add_edge(START, "chatbot")
+        graph_builder.add_edge("chatbot", END)
+        graph = graph_builder.compile()
 
-        agent = OpenAIFunctionsAgent(
-            llm=self.llm,
-            prompt=_prompt,
-            tools=tools,
-            memory=memory
-        )
+        def stream_graph_updates(user_input: str):
+            for event in graph.stream({"messages": [
+                {"role": "user", "content": user_input},
+                {"role": "system", "content": ",".join(files)}
+            ]}):
+                for value in event.values():
+                    print("Assistant:", value["messages"][-1].content)
 
-        self.agent_executor = AgentExecutor.from_agent_and_tools(
-                agent=agent,
-                tools=tools,
-                verbose=True,
-        )
+        print("Getting back results from initial prompt...")
+        stream_graph_updates(prompt)
 
-    def run(self, code, prompt):
-        prompts = QUERY_PROMPT.format(code=code, prompt=prompt)
-        prompts.encode('unicode_escape')
-        self.agent_executor.run(prompts)
\ No newline at end of file
+        while True:
+            try:
+                user_input = input("User: ")
+                if user_input.lower() in ["quit", "exit", "q"]:
+                    print("Goodbye!")
+                    break
+                print("Start reasoning and generating code again...")
+                stream_graph_updates(user_input)
+            except:
+                # fallback if input() is not available
+                user_input = "What do you know about LangGraph?"
+                print("User: " + user_input)
+                stream_graph_updates(user_input)
+                break
\ No newline at end of file
diff --git a/formulallm/agents/formula_tools.py b/formulallm/agents/formula_tools.py
deleted file mode 100644
index 2734856..0000000
--- a/formulallm/agents/formula_tools.py
+++ /dev/null
@@ -1,44 +0,0 @@
-from typing import Any
-
-from langchain.chat_models.base import BaseChatModel
-from langchain.tools.base import BaseTool
-from .prompts import (
-    QUERY_PROMPT,
-    OUTPUT_RETURN,
-    FORMULA_CODE_LLM_DESC
-)
-from langchain.chains import LLMChain
-from langchain.prompts import PromptTemplate
-from langchain.tools import BaseTool
-
-class FormulaCodeLLM(BaseTool):
-    name = "FormulaCodeLLM"
-    description = FORMULA_CODE_LLM_DESC
-    llm: BaseChatModel
-
-    def _run(self, arg, **kwargs) -> Any:
-        prompt = kwargs["prompt"]
-        code = kwargs["code"]
-        output = kwargs["output"]
-
-        explain_template = QUERY_PROMPT
-        
-        prompt_template = PromptTemplate(
-            input_variables=["prompt", "code", "output"],
-            template=explain_template,
-        )
-        
-        code_understander_chain = LLMChain(
-            llm=self.llm, prompt=prompt_template, output_key="explanation"
-        )
-
-        out = code_understander_chain(kwargs)
-
-        return_output = OUTPUT_RETURN.format(explanation=out['explanation'])
-
-        return return_output
-
-    async def _arun(
-        self,
-    ):
-        raise NotImplementedError("custom_search does not support async")
\ No newline at end of file
diff --git a/formulallm/agents/prompts.py b/formulallm/agents/prompts.py
index 6c87186..9c0b2dc 100644
--- a/formulallm/agents/prompts.py
+++ b/formulallm/agents/prompts.py
@@ -5,12 +5,31 @@
 
 END OF SYSTEM MESSAGE"""
 
+WRITE_FORMULA_CODE_PREFIX =  """ \
+SYSTEM MESSAGE:
+
+You are a computer scientist and you are learning the FORMULA modeling language. 
+
+You will be provided the assembly of C programs and you will model the code in FORMULA DSL.
+
+END OF SYSTEM MESSAGE"""
+
 QUERY_PROMPT = """ \
 {prompt}
 
 {code}
 """
 
+QUERY_PROMPT_WITH_FILES = """ \
+{prompt}
+
+{file1}
+
+{file2}
+
+{file3}
+"""
+
 OUTPUT_RETURN = """ \
 {explanation}
 """
diff --git a/formulallm/utils/extraction.py b/formulallm/utils/extraction.py
index a4230ae..76afaa3 100644
--- a/formulallm/utils/extraction.py
+++ b/formulallm/utils/extraction.py
@@ -1,4 +1,5 @@
 import zipfile, fitz, os
+from PyPDF2 import PdfReader
 
 def extract_images_docx(docx_file: str, output_path: str):
     z = zipfile.ZipFile(docx_file)
@@ -46,3 +47,22 @@ def extract_pdf_drawings(pdf_file: str, output_path: str):
     pm = outpage.get_pixmap()
     file_name = os.path.basename(pdf_file)
     pm.save(output_path + r'pdfs/' + file_name + r'.png')
+
+def pdf2text(pdf_file_path: str):
+    text_formula_doc = []
+    reader = PdfReader(pdf_file_path)
+    for page in reader.pages:
+        text_formula_doc.append(page.extract_text())
+    return "".join(text_formula_doc)
+
+def file2text(file_path):
+    try:
+        with open(file_path, 'r', encoding='utf-8') as file:
+            text = file.read()
+        return text
+    except FileNotFoundError:
+        print(f"Error: The file {file_path} was not found.")
+        return None
+    except Exception as e:
+        print(f"Error reading file {file_path}: {e}")
+        return None

From 788df980c35fe90bdc87e5aa634d52ccf950f756 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:18:19 -0500
Subject: [PATCH 08/20] Update untar.ipynb with interactive LLM

---
 examples/untar.ipynb | 25 ++++++++++++++++++++++---
 1 file changed, 22 insertions(+), 3 deletions(-)

diff --git a/examples/untar.ipynb b/examples/untar.ipynb
index a43a650..a866784 100644
--- a/examples/untar.ipynb
+++ b/examples/untar.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -51,7 +51,26 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "code = f.load(\"./data/parser/GeneratedTar.4ml\")\n"
+    "from formulallm.agents import FormulaLLMAgent\n",
+    "from formulallm.utils.extraction import pdf2text, file2text\n",
+    "\n",
+    "agent = FormulaLLMAgent(model=\"gpt-4o\")\n",
+    "text_code_in_c = file2text(\"./data/parser/untar1.c\")\n",
+    "text_parser_dsl = file2text(\"./data/parser/ParserDSL.4ml\")\n",
+    "text_formula_doc = pdf2text(\"./data/parser/formula.pdf\")\n",
+    "text_prompt = file2text(\"./data/parser/prompt.txt\")\n",
+    "\n",
+    "files = [text_code_in_c, text_parser_dsl, text_formula_doc]\n",
+    "agent.run(text_prompt, files)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "code = f.load(\"./data/parser/GeneratedTar.4ml\")"
    ]
   },
   {
@@ -89,7 +108,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.16"
+   "version": "3.12.4"
   }
  },
  "nbformat": 4,

From c219458410cd65598ae3cef7737abf5dafbcc3e2 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:18:47 -0500
Subject: [PATCH 09/20] Add prompt.txt

---
 examples/data/parser/prompt.txt | 6 ++++++
 1 file changed, 6 insertions(+)
 create mode 100644 examples/data/parser/prompt.txt

diff --git a/examples/data/parser/prompt.txt b/examples/data/parser/prompt.txt
new file mode 100644
index 0000000..3e94a84
--- /dev/null
+++ b/examples/data/parser/prompt.txt
@@ -0,0 +1,6 @@
+1. Understand the C code in untar1.c, FORMULA documentation and ParserDSL.4ml. 
+2. Model untar1.c in FORMULA by extending the `GenericDataParser` domain in ParserDSL.4ml. 
+3. Do not change the type definition in `GenericDataParser` domain such as Status and IntermediateResult.
+4. Use strJoin() in FORMULA to concatenate strings.
+5. Model `skipEntry` as IntermediateResult in FORMULA and reflect how its value affects the parsing.
+6. Model how `skipEntry` is computed from other IntermediateResults or the current read.
\ No newline at end of file

From 580fd3a1ffd8b158ea2007fd15b189d661462591 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:19:38 -0500
Subject: [PATCH 10/20] Remove outputs

---
 examples/agents.ipynb    |  56 ++----------
 examples/formula.ipynb   | 185 +++++----------------------------------
 examples/pipelines.ipynb |   8 +-
 3 files changed, 31 insertions(+), 218 deletions(-)

diff --git a/examples/agents.ipynb b/examples/agents.ipynb
index 58dd9b8..c99452a 100644
--- a/examples/agents.ipynb
+++ b/examples/agents.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "id": "050d5d96-2ed2-4bf8-9691-b80d4b81d6e6",
    "metadata": {},
    "outputs": [],
@@ -23,64 +23,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "id": "744121f0-a9a6-4ecc-a8d6-42be5857fb62",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "(Compiled) MappingExample.4ml\n",
-      "0.29s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "code = load(\".\\data\\MappingExample.4ml\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "id": "187342d8-56fe-4039-a8b1-d3ffe61af6ee",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "\n",
-      "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
-      "\u001b[32;1m\u001b[1;3mThis formula model defines a domain called Mapping, which consists of three types of entities: Component, Processor, and Mapping. \n",
-      "\n",
-      "- Component: Represents a component with an id (Integer) and utilization (Real).\n",
-      "- Processor: Represents a processor with an id (Integer).\n",
-      "- Mapping: Represents the mapping of a Component to a Processor.\n",
-      "\n",
-      "The model also includes two constraints:\n",
-      "1. `invalidUtilization`: This constraint specifies that the utilization of a Component must be greater than 0.\n",
-      "2. `badMapping`: This constraint checks if the total utilization of components mapped to a processor exceeds 100.\n",
-      "\n",
-      "The `conforms` statement ensures that there are no violations of the `badMapping` and `invalidUtilization` constraints in the model.\n",
-      "\n",
-      "The partial model `pm` of Mapping specifies the creation of two components (c1 and c2) with ids 0 and 1 respectively, a processor p1 with id 0, and maps both components to processor p1.\n",
-      "\n",
-      "Now, let's analyze why this formula model is broken and how it can be fixed:\n",
-      "\n",
-      "1. The `badMapping` constraint is checking if the total utilization of components mapped to a processor exceeds 100, but the sum is calculated incorrectly. The correct sum should be the sum of utilizations of components mapped to the processor, not the sum of all component utilizations. This can be fixed by updating the sum calculation in the `badMapping` constraint.\n",
-      "\n",
-      "2. The `conforms` statement is used to ensure that there are no violations of constraints, but it is missing the actual constraints to be checked. It should include `no badMapping` and `no invalidUtilization` to enforce the constraints properly.\n",
-      "\n",
-      "3. The partial model `pm` is incomplete as it does not specify the values of x and y for components c1 and c2 respectively. These values should be provided to create valid instances of components.\n",
-      "\n",
-      "By addressing these issues, the formula model can be fixed and accurately represent the constraints and entities in the Mapping domain.\u001b[0m\n",
-      "\n",
-      "\u001b[1m> Finished chain.\u001b[0m\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "prompt = \"Can you tell me what this formula model is doing?\"\n",
     "fa.run(code, prompt)"
@@ -103,7 +59,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.12.4"
   }
  },
  "nbformat": 4,
diff --git a/examples/formula.ipynb b/examples/formula.ipynb
index f0df0ec..0018f8d 100644
--- a/examples/formula.ipynb
+++ b/examples/formula.ipynb
@@ -12,59 +12,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "id": "05407cdc-c896-4a22-a825-8c087939823b",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['__builtins__',\n",
-       " '__cached__',\n",
-       " '__doc__',\n",
-       " '__file__',\n",
-       " '__loader__',\n",
-       " '__name__',\n",
-       " '__package__',\n",
-       " '__path__',\n",
-       " '__spec__',\n",
-       " 'apply',\n",
-       " 'confhelp',\n",
-       " 'core',\n",
-       " 'delete',\n",
-       " 'details',\n",
-       " 'downgrade',\n",
-       " 'exit',\n",
-       " 'extract',\n",
-       " 'formula_program',\n",
-       " 'generate',\n",
-       " 'help',\n",
-       " 'interactive',\n",
-       " 'list',\n",
-       " 'load',\n",
-       " 'p',\n",
-       " 'proof',\n",
-       " 'query',\n",
-       " 'reload',\n",
-       " 'render',\n",
-       " 'save',\n",
-       " 'set',\n",
-       " 'solve',\n",
-       " 'stats',\n",
-       " 'truth',\n",
-       " 'tunload',\n",
-       " 'types',\n",
-       " 'unload',\n",
-       " 'verbose',\n",
-       " 'wait',\n",
-       " 'watch']"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# List of available methods \n",
     "dir(f)"
@@ -72,155 +23,61 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "id": "d3aa64f7-1dde-4a1b-a433-85f643179709",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "apply (ap)             - Start an apply task. Use: apply transformstep\n",
-      "confhelp (ch)          - Provides help about module configurations and settings\n",
-      "core (cr)              - Prints reduced rule set for domains / transforms. Use: core module_name\n",
-      "del (d)                - Deletes a variable. Use: del var.\n",
-      "det (dt)               - Prints details about the compiled module with the given name. Use: det modname\n",
-      "downgrade (dg)         - Attempts to downgrade a (partial) model to Formula V1. Use: downgrade module_name\n",
-      "exit (x)               - Exits the interface loop.\n",
-      "extract (ex)           - Extract and install a result. Use: extract (app_id | solv_id n) output_name [render_class render_dll]\n",
-      "generate (gn)          - Generate C# data model. Use: generate modname\n",
-      "help (h)               - Prints this message.\n",
-      "interactive (int)      - use: interactive [on | off], will stop interactive prompting (useful for automated tests)\n",
-      "list (ls)              - Lists environment objects. Use: ls [vars | progs | tasks]\n",
-      "load (l)               - Loads and compiles a file that is not yet loaded. Use: load filename\n",
-      "print (p)              - Prints the installed program with the given name. Use: print progname\n",
-      "proof (pr)             - Enumerate proofs that a ground term is derivable under a model/apply. Use: proof task_id [term]\n",
-      "query (qr)             - Start a query task. Use: query model goals\n",
-      "reload (rl)            - Reloads an installed program and all dependent programs. Use: reload [prog | *]\n",
-      "render (r)             - Tries to render the module. Use: render modname\n",
-      "save (sv)              - Saves the module modname into file.\n",
-      "set (s)                - Sets a variable. Use: set var term.\n",
-      "solve (sl)             - Start a solve task. Use: solve partial_model max_sols goals\n",
-      "stats (st)             - Prints task statistics. Use: stats task_id [top_k_rule]\n",
-      "truth (tr)             - Test if a ground term is derivable under a model/apply. Use: truth task_id [term]\n",
-      "tunload (tul)          - Unloads a task. Use: tunload [id | *]\n",
-      "types (typ)            - Prints inferred variable types. Use: types modname\n",
-      "unload (ul)            - Unloads an installed program and all dependent programs. Use: unload [prog | *]\n",
-      "verbose (v)            - Changes verbosity. Use: verbose (on | off)\n",
-      "wait (w)               - Changes waiting behavior. Use: wait (on | off) to block until task completes\n",
-      "watch (wch)            - Use: watch [off | on | prompt] to control watch behavior\n",
-      "0.00s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "f.help()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "id": "e6b8403b-562b-40ab-8f70-2caa531a1f47",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "(Compiled) MappingExample.4ml\n",
-      "0.29s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "code = f.load(\"./data/MappingExample.4ml\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "id": "ade37b0d-f9f3-40df-a480-2ec4fe2cfda0",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Parsing text took: 0\n",
-      "Visiting text took: 0\n",
-      "Started solve task with Id 0.\n",
-      "0.12s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "f.solve(\"pm\",\"1\",\"Mapping.conforms\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "id": "4c578f47-d949-47db-91e2-d1194ede9f57",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n",
-      "Environment variables\n",
-      "\n",
-      "Programs in file root\n",
-      " +-- /\n",
-      "  +-- C:\n",
-      "   +-- Users\n",
-      "    +-- sajtt\n",
-      "     +-- git\n",
-      "      +-- FormulaLLMPY\n",
-      "       +-- examples\n",
-      "        +-- data [1 file(s)]\n",
-      "        | MappingExample.4ml\n",
-      "\n",
-      "Programs in env root\n",
-      " +-- /\n",
-      "\n",
-      "All tasks\n",
-      " Id | Kind  | Status | Result |      Started      | Duration \n",
-      "----|-------|--------|--------|-------------------|----------\n",
-      " 0  | Solve |  Done  |  true  | 3/26/2024 5:31 PM |  0.09s   \n",
-      "0.02s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "f.list()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "id": "234360f9-cd39-4768-8a42-72888a1f437e",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Solution number 0\n",
-      "Processor(0)\n",
-      "Component(0, 1/4)\n",
-      "Component(1, 1/4)\n",
-      "Mapping(Component(0, 1/4), Processor(0))\n",
-      "Mapping(Component(1, 1/4), Processor(0))\n",
-      "\n",
-      "\n",
-      "0.00s.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "f.extract(\"0\",\"0\",\"0\")"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aef08dc4-816d-4774-8a03-fca25aa5a80d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -239,7 +96,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.12.4"
   }
  },
  "nbformat": 4,
diff --git a/examples/pipelines.ipynb b/examples/pipelines.ipynb
index ef5c950..51f25a6 100644
--- a/examples/pipelines.ipynb
+++ b/examples/pipelines.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -24,7 +24,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "file = r'/path/to/file.pdf'\n",
+    "file = r'./data/parser/formula.pdf'\n",
     "question = \"Can you summarize what is in the file given the following context?\"\n",
     "oqap.load_document(file)\n",
     "res = oqap.run(question)\n",
@@ -128,7 +128,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.10.16"
   }
  },
  "nbformat": 4,

From bfea2725b408ad4dc4990d067fdac68851fb4773 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:28:14 -0500
Subject: [PATCH 11/20] Update README

---
 README.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index cbd8735..49e402f 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,7 @@ $ (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Co
 
 ### Create conda environment
 ```bash
-$ conda create -n fpy python=3.10
+$ conda create -n fpy python=3.12
 $ conda activate fpy
 $ poetry install
 ```
@@ -34,8 +34,9 @@ $ dotnet tool install --global VUISIS.Formula.<x64|ARM64>
 ```
 
 ### Set OpenAI Env 
+Create a .env file in the root directory and set the environment variable OPENAI_API_KEY.
 ```
-Set the environment variable OPENAI_API_KEY if using agents module and GPT before running.
+OPENAI_API_KEY=<your-openai-api-key>
 ```
 
 ### Install Ollama For Local LLM

From 7f255a4e5f702411475e9723c52728052a8a138e Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:41:53 -0500
Subject: [PATCH 12/20] Add notebook

---
 poetry.lock    | 61 ++++++++++++++++++++++++++++++++++----------------
 pyproject.toml |  1 +
 2 files changed, 43 insertions(+), 19 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4b7da63..e951b4e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1591,36 +1591,38 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.1.5"
+version = "4.3.5"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "jupyterlab-4.1.5-py3-none-any.whl", hash = "sha256:3bc843382a25e1ab7bc31d9e39295a9f0463626692b7995597709c0ab236ab2c"},
-    {file = "jupyterlab-4.1.5.tar.gz", hash = "sha256:c9ad75290cb10bfaff3624bf3fbb852319b4cce4c456613f8ebbaa98d03524db"},
+    {file = "jupyterlab-4.3.5-py3-none-any.whl", hash = "sha256:571bbdee20e4c5321ab5195bc41cf92a75a5cff886be5e57ce78dfa37a5e9fdb"},
+    {file = "jupyterlab-4.3.5.tar.gz", hash = "sha256:c779bf72ced007d7d29d5bcef128e7fdda96ea69299e19b04a43635a7d641f9d"},
 ]
 
 [package.dependencies]
 async-lru = ">=1.0.0"
 httpx = ">=0.25.0"
-ipykernel = "*"
+ipykernel = ">=6.5.0"
 jinja2 = ">=3.0.3"
 jupyter-core = "*"
 jupyter-lsp = ">=2.0.0"
 jupyter-server = ">=2.4.0,<3"
-jupyterlab-server = ">=2.19.0,<3"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2"
 packaging = "*"
-tomli = {version = "*", markers = "python_version < \"3.11\""}
+setuptools = ">=40.8.0"
+tomli = {version = ">=1.2.2", markers = "python_version < \"3.11\""}
 tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.2.0)"]
-docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<7.3.0)", "sphinx-copybutton"]
-docs-screenshots = ["altair (==5.2.0)", "ipython (==8.16.1)", "ipywidgets (==8.1.1)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post6)", "matplotlib (==3.8.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.0)", "scipy (==1.12.0)", "vega-datasets (==0.9.0)"]
+dev = ["build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.6.9)"]
+docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-jupyter", "sphinx (>=1.8,<8.1.0)", "sphinx-copybutton"]
+docs-screenshots = ["altair (==5.4.1)", "ipython (==8.16.1)", "ipywidgets (==8.1.5)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.2.post3)", "matplotlib (==3.9.2)", "nbconvert (>=7.0.0)", "pandas (==2.2.3)", "scipy (==1.14.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
+upgrade-extension = ["copier (>=9,<10)", "jinja2-time (<0.3)", "pydantic (<3.0)", "pyyaml-include (<3.0)", "tomli-w (<2.0)"]
 
 [[package]]
 name = "jupyterlab-pygments"
@@ -1636,14 +1638,14 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.4"
+version = "2.27.3"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "jupyterlab_server-2.25.4-py3-none-any.whl", hash = "sha256:eb645ecc8f9b24bac5decc7803b6d5363250e16ec5af814e516bc2c54dd88081"},
-    {file = "jupyterlab_server-2.25.4.tar.gz", hash = "sha256:2098198e1e82e0db982440f9b5136175d73bea2cd42a6480aa6fd502cb23c4f9"},
+    {file = "jupyterlab_server-2.27.3-py3-none-any.whl", hash = "sha256:e697488f66c3db49df675158a77b3b017520d772c6e1548c7d9bcc5df7944ee4"},
+    {file = "jupyterlab_server-2.27.3.tar.gz", hash = "sha256:eb36caca59e74471988f0ae25c77945610b887f777255aa21f8065def9e51ed4"},
 ]
 
 [package.dependencies]
@@ -2384,27 +2386,27 @@ twitter = ["twython"]
 
 [[package]]
 name = "notebook"
-version = "7.1.2"
+version = "7.3.2"
 description = "Jupyter Notebook - A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "notebook-7.1.2-py3-none-any.whl", hash = "sha256:fc6c24b9aef18d0cd57157c9c47e95833b9b0bdc599652639acf0bdb61dc7d5f"},
-    {file = "notebook-7.1.2.tar.gz", hash = "sha256:efc2c80043909e0faa17fce9e9b37c059c03af0ec99a4d4db84cb21d9d2e936a"},
+    {file = "notebook-7.3.2-py3-none-any.whl", hash = "sha256:e5f85fc59b69d3618d73cf27544418193ff8e8058d5bf61d315ce4f473556288"},
+    {file = "notebook-7.3.2.tar.gz", hash = "sha256:705e83a1785f45b383bf3ee13cb76680b92d24f56fb0c7d2136fe1d850cd3ca8"},
 ]
 
 [package.dependencies]
 jupyter-server = ">=2.4.0,<3"
-jupyterlab = ">=4.1.1,<4.2"
-jupyterlab-server = ">=2.22.1,<3"
+jupyterlab = ">=4.3.4,<4.4"
+jupyterlab-server = ">=2.27.1,<3"
 notebook-shim = ">=0.2,<0.3"
 tornado = ">=6.2.0"
 
 [package.extras]
 dev = ["hatch", "pre-commit"]
 docs = ["myst-parser", "nbsphinx", "pydata-sphinx-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
-test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.22.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
+test = ["importlib-resources (>=5.0)", "ipykernel", "jupyter-server[test] (>=2.4.0,<3)", "jupyterlab-server[test] (>=2.27.1,<3)", "nbval", "pytest (>=7.0)", "pytest-console-scripts", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "notebook-shim"
@@ -3856,6 +3858,27 @@ nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
 objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
+[[package]]
+name = "setuptools"
+version = "75.8.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "setuptools-75.8.0-py3-none-any.whl", hash = "sha256:e3982f444617239225d675215d51f6ba05f845d4eec313da4418fdbb56fb27e3"},
+    {file = "setuptools-75.8.0.tar.gz", hash = "sha256:c5afc8f407c626b8313a86e10311dd3f661c6cd9c09d4bf8c15c0e11f9f2b0e6"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -4716,4 +4739,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">3.10,<3.13"
-content-hash = "4ad22e5adb6657daa872ce272fb2fe818a131087321cbc4ff09b51ad4a5f85b9"
+content-hash = "65a1d3d3eead608e913cc6a06c35c1dcb3b18e68edd21c3ce81f169a70a781a2"
diff --git a/pyproject.toml b/pyproject.toml
index afeda3b..2e74a57 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,6 +16,7 @@ langgraph = "0.2.69"
 pythonnet = "^3.0.3"
 tqdm = "4.67.1"
 jupyter = "1.1.1"
+notebook="7.3.2"
 pillow = "11.1.0"
 ipython = "8.21.0"
 pymupdf = "^1.23.26"

From e20ab968bfbfa5d0edd66515a70e5777ea0f58e8 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:42:44 -0500
Subject: [PATCH 13/20] Comment out pipelines module

---
 formulallm/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/formulallm/__init__.py b/formulallm/__init__.py
index c8c6362..f319254 100644
--- a/formulallm/__init__.py
+++ b/formulallm/__init__.py
@@ -1,4 +1,4 @@
 from . import agents
-from . import pipelines
+# from . import pipelines
 from . import formula
 from . import utils
\ No newline at end of file

From b42aabdaee9e96828366a5748c03ba4aeccfcdb0 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 01:45:57 -0500
Subject: [PATCH 14/20] Add .sample.env

---
 .sample.env | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 .sample.env

diff --git a/.sample.env b/.sample.env
new file mode 100644
index 0000000..c2f5364
--- /dev/null
+++ b/.sample.env
@@ -0,0 +1 @@
+OPENAI_API_KEY=sk-123456
\ No newline at end of file

From 9ef4a94d45019263ee50fe435eb04721f37ec0de Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 12:24:35 -0500
Subject: [PATCH 15/20] Update notebook with markdown notes

---
 examples/untar.ipynb | 66 ++++++++++++++++++++++++++++++++++++--------
 1 file changed, 55 insertions(+), 11 deletions(-)

diff --git a/examples/untar.ipynb b/examples/untar.ipynb
index a866784..dafbbc7 100644
--- a/examples/untar.ipynb
+++ b/examples/untar.ipynb
@@ -1,5 +1,12 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Import and set up FORMULA executor in Jupyter notebook"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 1,
@@ -19,12 +26,10 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "code = f.load(\"./data/parser/TinyDemoParser.4ml\")"
+    "Import `ParserDSL.4ml` source file and `GenericDataParser` domain that provides a generic DSL for parsing data and will be extended to model a concrete parser in FORMULA language."
    ]
   },
   {
@@ -33,7 +38,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "f.details(\"TinyDemoParser\")\n"
+    "code = f.load(\"./data/parser/ParserDSL.4ml\")"
    ]
   },
   {
@@ -42,7 +47,18 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "f.query(\"m\", \"isDone\")"
+    "f.details(\"GenericDataParser\")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Import the following 4 files and feed them to the LLM:\n",
+    "1. A buggy C program `untar1.c` from ClamAV\n",
+    "2. A generic DSL for data parsing in `ParserDSL.4ml`\n",
+    "3. FORMULA documentation `formula.pdf`\n",
+    "4. A prompt with specific instructions in `prompt.txt` for the agent to model a Tar parser in FORMULA language."
    ]
   },
   {
@@ -53,17 +69,38 @@
    "source": [
     "from formulallm.agents import FormulaLLMAgent\n",
     "from formulallm.utils.extraction import pdf2text, file2text\n",
-    "\n",
-    "agent = FormulaLLMAgent(model=\"gpt-4o\")\n",
     "text_code_in_c = file2text(\"./data/parser/untar1.c\")\n",
     "text_parser_dsl = file2text(\"./data/parser/ParserDSL.4ml\")\n",
     "text_formula_doc = pdf2text(\"./data/parser/formula.pdf\")\n",
     "text_prompt = file2text(\"./data/parser/prompt.txt\")\n",
-    "\n",
+    "print(text_prompt)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Interactively run the agent to model a Tar parser in FORMULA language until the next user input is `q` or `quit`."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "agent = FormulaLLMAgent(model=\"gpt-4o\")\n",
     "files = [text_code_in_c, text_parser_dsl, text_formula_doc]\n",
     "agent.run(text_prompt, files)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Improve the generated parser DSL in FORMULA and load it into FORMULA executor."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -73,13 +110,20 @@
     "code = f.load(\"./data/parser/GeneratedTar.4ml\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Execute a malicious input model to prove that the parser will get stuck in an infinite loop and never finish."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "f.query(\"wrongModel\", \"isDone\")"
+    "f.query(\"maliciousInput\", \"parsingDone\")"
    ]
   },
   {
@@ -108,7 +152,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.12.8"
   }
  },
  "nbformat": 4,

From a00808189df1e6cdb330e211a99ad0ca7fde0c37 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 12:25:17 -0500
Subject: [PATCH 16/20] Minor changes in naming

---
 examples/data/parser/GeneratedTar.4ml | 4 ++--
 examples/data/parser/ParserDSL.4ml    | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/examples/data/parser/GeneratedTar.4ml b/examples/data/parser/GeneratedTar.4ml
index cdf7010..d070b4c 100644
--- a/examples/data/parser/GeneratedTar.4ml
+++ b/examples/data/parser/GeneratedTar.4ml
@@ -98,7 +98,7 @@ domain TarParser extends GenericDataParser at "ParserDSL.4ml" {
 }
 
 
-model wrongModel of TarParser {
+model maliciousInput of TarParser {
 inputData is InputData("tarfile", "data", 1024).
 initState is State(inputData, INIT, 0, 0).
 Byte(inputData,1,0).
@@ -1127,7 +1127,7 @@ Byte(inputData,1,1022).
 Byte(inputData,1,1023).
 }
 
-model rightModel of TarParser {
+model goodInput of TarParser {
 inputData is InputData("tarfile", "data", 1024).
 initState is State(inputData, INIT, 0, 0).
 Byte(inputData,1,0).
diff --git a/examples/data/parser/ParserDSL.4ml b/examples/data/parser/ParserDSL.4ml
index a9e412f..25a9a29 100644
--- a/examples/data/parser/ParserDSL.4ml
+++ b/examples/data/parser/ParserDSL.4ml
@@ -33,7 +33,7 @@ domain GenericDataParser {
         State(inputData, _, pos, offset), 
         offset + pos >= length.
 
-    isDone :- State(_, DONE, _, _).
+    parsingDone :- State(_, DONE, _, _).
 
     State(initData, INIT, 0, 0) :- initData is InputData(_,_,_).
 

From fa5fc1cce08b56f4b0f2f214d9e5556bd2f2cdc4 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 12:29:42 -0500
Subject: [PATCH 17/20] Update README.md

---
 README.md | 28 ++++++++++++----------------
 1 file changed, 12 insertions(+), 16 deletions(-)

diff --git a/README.md b/README.md
index 49e402f..296aabf 100644
--- a/README.md
+++ b/README.md
@@ -1,18 +1,21 @@
 # FORMULA LLM - LLM Explanation and Repair
 
 ### Requirements
+
 ```
-python = 3.10
+python = 3.12
 dotnet 6.0
 poetry 
 ```
 
 ### Python dependencies
+
 ```
 Dependencies are listed in pyproject.toml under [tool.poetry.dependencies]
 ```
 
-### Install poetry 
+### Install poetry
+
 ```bash
 // Linux, macOS, and Windows (WSL)
 $ curl -sSL https://install.python-poetry.org | python3 -
@@ -22,6 +25,7 @@ $ (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Co
 ```
 
 ### Create conda environment
+
 ```bash
 $ conda create -n fpy python=3.12
 $ conda activate fpy
@@ -29,29 +33,21 @@ $ poetry install
 ```
 
 ### Install Formula
+
 ```bash
 $ dotnet tool install --global VUISIS.Formula.<x64|ARM64> 
 ```
 
-### Set OpenAI Env 
+### Set OpenAI Env
+
 Create a .env file in the root directory and set the environment variable OPENAI_API_KEY.
+
 ```
 OPENAI_API_KEY=<your-openai-api-key>
 ```
 
-### Install Ollama For Local LLM
-```bash
-// Download Ollama for your platform here https://ollama.com/download if using pipelines module.
-
-// Pull the LLM models
-$ ollama pull mistral
-$ ollama pull bakllava
-
-// Run the Ollama server exe or by command
-$ ollama serve
-```
-
 ### Run Jupyter Notebook
+
 ```bash
 $ jupyter notebook
-```
\ No newline at end of file
+```

From 76a4f18ad0448a488ec2910f560913876c18b087 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 16:15:02 -0500
Subject: [PATCH 18/20] Minor fixes on naming and data

---
 examples/data/parser/GeneratedTar.4ml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/examples/data/parser/GeneratedTar.4ml b/examples/data/parser/GeneratedTar.4ml
index d070b4c..ac6e3f3 100644
--- a/examples/data/parser/GeneratedTar.4ml
+++ b/examples/data/parser/GeneratedTar.4ml
@@ -257,7 +257,7 @@ Byte(inputData,1,152).
 Byte(inputData,1,153).
 Byte(inputData,1,154).
 Byte(inputData,1,155).
-Byte(inputData,-100,156).
+Byte(inputData,-1000,156).
 Byte(inputData,1,157).
 Byte(inputData,1,158).
 Byte(inputData,1,159).
@@ -1127,7 +1127,7 @@ Byte(inputData,1,1022).
 Byte(inputData,1,1023).
 }
 
-model goodInput of TarParser {
+model correctInput of TarParser {
 inputData is InputData("tarfile", "data", 1024).
 initState is State(inputData, INIT, 0, 0).
 Byte(inputData,1,0).

From c55136c6848d359ae9d230b200a6d6f1b47576e7 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Wed, 5 Feb 2025 16:15:40 -0500
Subject: [PATCH 19/20] Add outputs to untar.ipynb

---
 examples/untar.ipynb | 345 ++++++++++++++++++++++++++++++++++++++++---
 1 file changed, 327 insertions(+), 18 deletions(-)

diff --git a/examples/untar.ipynb b/examples/untar.ipynb
index dafbbc7..42f4432 100644
--- a/examples/untar.ipynb
+++ b/examples/untar.ipynb
@@ -18,9 +18,46 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "apply (ap)             - Start an apply task. Use: apply transformstep\n",
+      "confhelp (ch)          - Provides help about module configurations and settings\n",
+      "core (cr)              - Prints reduced rule set for domains / transforms. Use: core module_name\n",
+      "del (d)                - Deletes a variable. Use: del var.\n",
+      "det (dt)               - Prints details about the compiled module with the given name. Use: det modname\n",
+      "downgrade (dg)         - Attempts to downgrade a (partial) model to Formula V1. Use: downgrade module_name\n",
+      "exit (x)               - Exits the interface loop.\n",
+      "extract (ex)           - Extract and install a result. Use: extract (app_id | solv_id n) output_name [render_class render_dll]\n",
+      "generate (gn)          - Generate C# data model. Use: generate modname\n",
+      "help (h)               - Prints this message.\n",
+      "interactive (int)      - use: interactive [on | off], will stop interactive prompting (useful for automated tests)\n",
+      "list (ls)              - Lists environment objects. Use: ls [vars | progs | tasks]\n",
+      "load (l)               - Loads and compiles a file that is not yet loaded. Use: load filename\n",
+      "print (p)              - Prints the installed program with the given name. Use: print progname\n",
+      "proof (pr)             - Enumerate proofs that a ground term is derivable under a model/apply. Use: proof task_id [term]\n",
+      "query (qr)             - Start a query task. Use: query model goals\n",
+      "reload (rl)            - Reloads an installed program and all dependent programs. Use: reload [prog | *]\n",
+      "render (r)             - Tries to render the module. Use: render modname\n",
+      "save (sv)              - Saves the module modname into file.\n",
+      "set (s)                - Sets a variable. Use: set var term.\n",
+      "solve (sl)             - Start a solve task. Use: solve partial_model max_sols goals\n",
+      "stats (st)             - Prints task statistics. Use: stats task_id [top_k_rule]\n",
+      "truth (tr)             - Test if a ground term is derivable under a model/apply. Use: truth task_id [term]\n",
+      "tunload (tul)          - Unloads a task. Use: tunload [id | *]\n",
+      "types (typ)            - Prints inferred variable types. Use: types modname\n",
+      "unload (ul)            - Unloads an installed program and all dependent programs. Use: unload [prog | *]\n",
+      "verbose (v)            - Changes verbosity. Use: verbose (on | off)\n",
+      "wait (w)               - Changes waiting behavior. Use: wait (on | off) to block until task completes\n",
+      "watch (wch)            - Use: watch [off | on | prompt] to control watch behavior\n",
+      "0.00s.\n"
+     ]
+    }
+   ],
    "source": [
     "f.help()"
    ]
@@ -34,18 +71,135 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(Compiled) ParserDSL.4ml\n",
+      "0.27s.\n"
+     ]
+    }
+   ],
    "source": [
     "code = f.load(\"./data/parser/ParserDSL.4ml\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Reduced form\n",
+      "domain GenericDataParser\n",
+      "{\n",
+      "  Status ::= { INIT, READ, UPDATE, TERMINATE, DONE }.\n",
+      "  Byte ::= new (input: InputData, val: Integer, pos: Integer).\n",
+      "  InputData ::= new (name: String, data: String, length: Integer).\n",
+      "  State ::= new (inputData: InputData, status: Status, curPos: Integer, offset: Integer).\n",
+      "  Transition ::= new (from: State, to: State).\n",
+      "  IntermediateResult ::= new (name: String, context: State, derivedResult: String + Integer + { NULL }).\n",
+      "  NextOffset ::= new (context: State, offset: Integer).\n",
+      "  NextPos ::= new (context: State, pos: Integer).\n",
+      "  OverRead ::= new (context: State).\n",
+      "  CanReadMore ::= new (context: State).\n",
+      "  ContinueCondition ::= new (context: State).\n",
+      "\n",
+      "  OverRead(State(inputData, UPDATE, pos, offset))\n",
+      "    :-\n",
+      "      OverRead(State(inputData, READ, pos, offset)).\n",
+      "\n",
+      "  OverRead(state)\n",
+      "    :-\n",
+      "      state is State(InputData(_, _, length), _, pos, offset), pos + offset >= length.\n",
+      "\n",
+      "  CanReadMore(State(inputData, UPDATE, pos, offset))\n",
+      "    :-\n",
+      "      CanReadMore(State(inputData, READ, pos, offset)).\n",
+      "\n",
+      "  CanReadMore(state)\n",
+      "    :-\n",
+      "      state is State(InputData(_, _, length), _, pos, offset), pos + offset < length.\n",
+      "\n",
+      "  ContinueCondition(State(inputData, UPDATE, pos, offset))\n",
+      "    :-\n",
+      "      ContinueCondition(State(inputData, READ, pos, offset)).\n",
+      "\n",
+      "  State(inputData, DONE, pos, offset)\n",
+      "    :-\n",
+      "      inputData is InputData(name, data, length), State(inputData, _, pos, offset), offset + pos >= length.\n",
+      "\n",
+      "  parsingDone\n",
+      "    :-\n",
+      "      State(_, DONE, _, _).\n",
+      "\n",
+      "  State(initData, INIT, 0, 0)\n",
+      "    :-\n",
+      "      initData is InputData(_, _, _).\n",
+      "\n",
+      "  State(inputData, READ, newPos, newOffset),\n",
+      "  Transition(oldState, State(inputData, READ, newPos, newOffset))\n",
+      "    :-\n",
+      "      oldState is State(inputData, _, pos, offset), NextPos(oldState, newPos), NextOffset(oldState, newOffset), ContinueCondition(oldState).\n",
+      "  conforms Byte(inputData, val, pos), inputData is InputData(_, data, length), pos >= 0, pos < length.\n",
+      "}\n",
+      "\n",
+      "Symbol table\n",
+      "       Space       |        Name        | Arity | Kind  \n",
+      "-------------------|--------------------|-------|-------\n",
+      "                   |      Boolean       |   0   |  unn  \n",
+      "                   |        Byte        |   3   |  con  \n",
+      "                   |    CanReadMore     |   1   |  con  \n",
+      "                   | ContinueCondition  |   1   |  con  \n",
+      "                   |        DONE        |   0   | ncnst \n",
+      "                   |       FALSE        |   0   | ncnst \n",
+      "                   |        INIT        |   0   | ncnst \n",
+      "                   |     InputData      |   3   |  con  \n",
+      "                   |      Integer       |   0   |  unn  \n",
+      "                   | IntermediateResult |   3   |  con  \n",
+      "                   |        NULL        |   0   | ncnst \n",
+      "                   |      Natural       |   0   |  unn  \n",
+      "                   |     NegInteger     |   0   |  unn  \n",
+      "                   |     NextOffset     |   2   |  con  \n",
+      "                   |      NextPos       |   2   |  con  \n",
+      "                   |      OverRead      |   1   |  con  \n",
+      "                   |     PosInteger     |   0   |  unn  \n",
+      "                   |        READ        |   0   | ncnst \n",
+      "                   |        Real        |   0   |  unn  \n",
+      "                   |       State        |   4   |  con  \n",
+      "                   |       Status       |   0   |  unn  \n",
+      "                   |       String       |   0   |  unn  \n",
+      "                   |     TERMINATE      |   0   | ncnst \n",
+      "                   |        TRUE        |   0   | ncnst \n",
+      "                   |     Transition     |   2   |  con  \n",
+      "                   |       UPDATE       |   0   | ncnst \n",
+      " GenericDataParser |        Any         |   0   |  unn  \n",
+      " GenericDataParser |      Constant      |   0   |  unn  \n",
+      " GenericDataParser |        Data        |   0   |  unn  \n",
+      " GenericDataParser |      conforms      |   0   | dcnst \n",
+      " GenericDataParser |   notFunctional    |   0   | dcnst \n",
+      " GenericDataParser |    notInjective    |   0   | dcnst \n",
+      " GenericDataParser |    notInvTotal     |   0   | dcnst \n",
+      " GenericDataParser |   notRelational    |   0   | dcnst \n",
+      " GenericDataParser |      notTotal      |   0   | dcnst \n",
+      " GenericDataParser |    parsingDone     |   0   | dcnst \n",
+      " GenericDataParser |     ~conforms0     |   0   | dcnst \n",
+      "\n",
+      "Type constants:  #Boolean #Byte #Byte[0] #Byte[1] #Byte[2] #CanReadMore #CanReadMore[0] #ContinueCondition #ContinueCondition[0] #InputData #InputData[0] #InputData[1] #InputData[2] #Integer #IntermediateResult #IntermediateResult[0] #IntermediateResult[1] #IntermediateResult[2] #Natural #NegInteger #NextOffset #NextOffset[0] #NextOffset[1] #NextPos #NextPos[0] #NextPos[1] #OverRead #OverRead[0] #PosInteger #Real #State #State[0] #State[1] #State[2] #State[3] #Status #String #Transition #Transition[0] #Transition[1] GenericDataParser.#Any GenericDataParser.#Constant GenericDataParser.#Data\n",
+      "Symbolic constants: \n",
+      "Rationals: 0 \n",
+      "Strings: \n",
+      "Variables: data initData inputData length name newOffset newPos offset oldState pos state val \n",
+      "0.02s.\n"
+     ]
+    }
+   ],
    "source": [
     "f.details(\"GenericDataParser\")\n"
    ]
@@ -63,9 +217,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1. Understand the C code in untar1.c, FORMULA documentation and ParserDSL.4ml. \n",
+      "2. Model untar1.c in FORMULA by extending the `GenericDataParser` domain in ParserDSL.4ml. \n",
+      "3. Do not change the type definition in `GenericDataParser` domain such as Status and IntermediateResult.\n",
+      "4. Use strJoin() in FORMULA to concatenate strings.\n",
+      "5. Model `skipEntry` as IntermediateResult in FORMULA and reflect how its value affects the parsing.\n",
+      "6. Model how `skipEntry` is computed from other IntermediateResults or the current read.\n"
+     ]
+    }
+   ],
    "source": [
     "from formulallm.agents import FormulaLLMAgent\n",
     "from formulallm.utils.extraction import pdf2text, file2text\n",
@@ -80,14 +247,98 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Interactively run the agent to model a Tar parser in FORMULA language until the next user input is `q` or `quit`."
+    "Interactively and iteratively run the LLM agent to model a Tar parser in FORMULA language with additional user input until the next user input is `q` or `quit`."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Starting conversation with the agent. Type 'exit' to end the session.\n",
+      "Getting back results from initial prompt...\n",
+      "Assistant: To model the `untar1.c` code in FORMULA by extending the `GenericDataParser` domain in `ParserDSL.4ml`, we need to focus on the key aspects of the C code that are relevant to parsing and how they can be represented in FORMULA. Here's a step-by-step approach to achieve this:\n",
+      "\n",
+      "1. **Understand the C Code**: The `untar1.c` code is responsible for reading and extracting files from a tar archive. It reads blocks of data, checks for file types, and handles different cases like directories, symbolic links, and special files. The `skipEntry` variable is used to determine whether a particular entry should be skipped based on its type or if there are errors in reading the size.\n",
+      "\n",
+      "2. **Identify Key Elements for FORMULA**:\n",
+      "   - **Status**: Represents the state of the parsing process (e.g., INIT, READ, UPDATE, DONE).\n",
+      "   - **IntermediateResult**: Represents intermediate parsing results, such as `skipEntry`.\n",
+      "   - **String Operations**: Use `strJoin()` for string concatenation.\n",
+      "\n",
+      "3. **Model `skipEntry` as an IntermediateResult**:\n",
+      "   - `skipEntry` is computed based on the type of the entry and the validity of the size. It affects whether the entry is processed or skipped.\n",
+      "\n",
+      "4. **Extend `GenericDataParser` Domain**:\n",
+      "   - Define `IntermediateResult` for `skipEntry`.\n",
+      "   - Use `strJoin()` for constructing file paths or messages.\n",
+      "\n",
+      "Here's how you can model this in FORMULA:\n",
+      "\n",
+      "```formula\n",
+      "domain TarParser extends GenericDataParser {\n",
+      "    // Define IntermediateResult for skipEntry\n",
+      "    IntermediateResult ::= new (name: String, context: State, derivedResult: Boolean).\n",
+      "\n",
+      "    // Define how skipEntry is computed\n",
+      "    SkipEntryCondition ::= new (context: State, typeFlag: String, sizeValid: Boolean).\n",
+      "\n",
+      "    // Rule to determine skipEntry based on type and size\n",
+      "    IntermediateResult(\"skipEntry\", state, skip) :-\n",
+      "        state is State(inputData, READ, pos, offset),\n",
+      "        SkipEntryCondition(state, typeFlag, sizeValid),\n",
+      "        (typeFlag in {\"1\", \"2\", \"3\", \"4\", \"5\", \"6\", \"K\", \"L\", \"N\", \"A\", \"E\", \"I\", \"g\", \"x\", \"X\"}; not(sizeValid)),\n",
+      "        skip = TRUE.\n",
+      "\n",
+      "    // Rule to determine valid size\n",
+      "    ValidSize ::= new (context: State, size: Integer).\n",
+      "    ValidSize(state, size) :- size >= 0.\n",
+      "\n",
+      "    // Rule to compute SkipEntryCondition\n",
+      "    SkipEntryCondition(state, typeFlag, sizeValid) :-\n",
+      "        state is State(inputData, READ, pos, offset),\n",
+      "        Byte(inputData, typeFlag, pos + 156), // Assuming typeFlag is at position 156\n",
+      "        Byte(inputData, sizeStr, pos + 124), // Assuming size is at position 124\n",
+      "        size = octal(sizeStr),\n",
+      "        ValidSize(state, size),\n",
+      "        sizeValid = TRUE.\n",
+      "\n",
+      "    // Use strJoin for constructing file paths\n",
+      "    FilePath ::= new (context: State, path: String).\n",
+      "    FilePath(state, path) :-\n",
+      "        state is State(inputData, READ, pos, offset),\n",
+      "        strJoin(\"/tmp/\", strJoin(\"tar\", toString(files)), path).\n",
+      "}\n",
+      "```\n",
+      "\n",
+      "### Explanation:\n",
+      "- **IntermediateResult**: `skipEntry` is modeled as an `IntermediateResult` that is derived based on the type of the entry and the validity of the size.\n",
+      "- **SkipEntryCondition**: This is a helper to determine if an entry should be skipped based on its type and size validity.\n",
+      "- **ValidSize**: A simple rule to check if the size is valid (non-negative).\n",
+      "- **strJoin**: Used to construct file paths, similar to how `snprintf` is used in C.\n",
+      "\n",
+      "This FORMULA model captures the essence of the `untar1.c` logic related to parsing and skipping entries, while adhering to the constraints and types defined in the `GenericDataParser` domain.\n"
+     ]
+    },
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "User:  exit\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Goodbye!\n"
+     ]
+    }
+   ],
    "source": [
     "agent = FormulaLLMAgent(model=\"gpt-4o\")\n",
     "files = [text_code_in_c, text_parser_dsl, text_formula_doc]\n",
@@ -103,9 +354,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "(Compiled) GeneratedTar.4ml\n",
+      "(Compiled) ParserDSL.4ml\n",
+      "1.02s.\n"
+     ]
+    }
+   ],
    "source": [
     "code = f.load(\"./data/parser/GeneratedTar.4ml\")"
    ]
@@ -114,26 +375,74 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Execute a malicious input model to prove that the parser will get stuck in an infinite loop and never finish."
+    "Execute a malicious input model to show that the evaluation of `parsingDone` returns false when the parser gets stuck in an infinite loop and will never reach the end of the input."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Parsing text took: 1\n",
+      "Visiting text took: 0\n",
+      "Started query task with Id 0.\n",
+      "0.47s.\n"
+     ]
+    }
+   ],
    "source": [
     "f.query(\"maliciousInput\", \"parsingDone\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Environment variables\n",
+      "\n",
+      "Programs in file root\n",
+      " +-- /\n",
+      "  +-- Users\n",
+      "   +-- qishenzhang\n",
+      "    +-- projects\n",
+      "     +-- FormulaLLMPY\n",
+      "      +-- examples\n",
+      "       +-- data\n",
+      "        +-- parser [2 file(s)]\n",
+      "        | GeneratedTar.4ml\n",
+      "        | ParserDSL.4ml\n",
+      "\n",
+      "Programs in env root\n",
+      " +-- /\n",
+      "\n",
+      "All tasks\n",
+      " Id | Kind  | Status | Result |     Started      | Duration \n",
+      "----|-------|--------|--------|------------------|----------\n",
+      " 0  | Query |  Done  | false  | 2/5/2025 4:10 PM |  0.33s   \n",
+      "0.00s.\n"
+     ]
+    }
+   ],
    "source": [
     "f.list()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From 4d7d1f41f1fd6924006d975f0fe762351c9b6ae0 Mon Sep 17 00:00:00 2001
From: Qishen Zhang <qishen23@gmail.com>
Date: Thu, 6 Feb 2025 13:36:39 -0500
Subject: [PATCH 20/20] Minor change on prompt

---
 examples/data/parser/prompt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/examples/data/parser/prompt.txt b/examples/data/parser/prompt.txt
index 3e94a84..141eb5b 100644
--- a/examples/data/parser/prompt.txt
+++ b/examples/data/parser/prompt.txt
@@ -1,4 +1,4 @@
-1. Understand the C code in untar1.c, FORMULA documentation and ParserDSL.4ml. 
+1. Understand the C code in untar1.c, formula.pdf and ParserDSL.4ml. 
 2. Model untar1.c in FORMULA by extending the `GenericDataParser` domain in ParserDSL.4ml. 
 3. Do not change the type definition in `GenericDataParser` domain such as Status and IntermediateResult.
 4. Use strJoin() in FORMULA to concatenate strings.