diff --git a/services/ai-backend/pyproject.toml b/services/ai-backend/pyproject.toml
index 340bb3b5..a4aea2c0 100644
--- a/services/ai-backend/pyproject.toml
+++ b/services/ai-backend/pyproject.toml
@@ -1,5 +1,5 @@
 [build-system]
-requires = ["setuptools==83.0.0", "wheel==0.47.0"]
+requires = ["setuptools==83.0.0", "wheel==0.48.0"]
 build-backend = "setuptools.build_meta"
 
 [project]
@@ -8,31 +8,31 @@ version = "0.1.0"
 description = "Agent runtime foundation for the enterprise work surface"
 requires-python = ">=3.13"
 dependencies = [
-  "deepagents==0.7.4",
-  "ddgs==9.14.4",
+  "deepagents==0.7.13",
+  "ddgs==9.16.0",
   "fastapi==0.141.1",
-  "langchain==1.3.14",
-  "langchain-openai==1.4.1",
-  "langchain-anthropic==1.5.4",
-  "langchain-google-genai==4.3.2",
-  "litellm==1.95.0",
-  "langgraph==1.2.10",
+  "langchain==1.4.0",
+  "langchain-openai==1.6.0",
+  "langchain-anthropic==1.7.1",
+  "langchain-google-genai==4.4.0",
+  "litellm==1.99.0",
+  "langgraph==1.2.11",
   # Upstream authority for provider model metadata, pricing, and preflight
   # token counting. Desktop packages it into the prebuilt runtime; it is never
   # replaced by a locally-maintained per-model catalog.
-  "litellm==1.95.0",
+  "litellm==1.99.0",
   # SQLite-backed LangGraph checkpointer for the single_user_desktop file store
   # (durable graph/approval continuation across worker restart). Desktop path
   # only; the in-memory backend keeps InMemorySaver. Pulls in aiosqlite.
   "langgraph-checkpoint-sqlite==3.1.1",
   "openai==2.53.0",
   "anthropic==0.120.2",
-  "pydantic==2.13.4",
-  "pydantic-settings==2.14.2",
-  "python-dotenv==1.2.2",
+  "pydantic==2.13.5",
+  "pydantic-settings==2.15.0",
+  "python-dotenv==1.2.3",
   "python-multipart==0.0.32",
-  "uvicorn==0.52.1",
-  "gunicorn==26.0.0",
+  "uvicorn==0.52.4",
+  "gunicorn==26.2.0",
   "httpx==0.28.1",
   # Retry/backoff for transient tool failures (agent_runtime.capabilities
   # .retrying_tool). Already resolved transitively via langchain-core; declared
diff --git a/services/ai-backend/requirements-dev.txt b/services/ai-backend/requirements-dev.txt
index 4c63c409..aeb9aeb2 100644
--- a/services/ai-backend/requirements-dev.txt
+++ b/services/ai-backend/requirements-dev.txt
@@ -160,6 +160,7 @@ anyio==4.14.2 \
     #   anthropic
     #   google-genai
     #   httpx
+    #   httpx2
     #   langsmith
     #   mcp
     #   openai
@@ -180,118 +181,31 @@ babel==2.18.0 \
     --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
     # via courlan
+boto3==1.43.89 \
+    --hash=sha256:c28abbe472e9b7cad08807356311aeec51bde5218c18489da827045d2267bfd9 \
+    --hash=sha256:c28abbe472e9b7cad08807356311aeec51bde5218c18489da827045d2267bfd9 \
+    --hash=sha256:fe4190afe63eb562b6ba6a3911cf4427473b35fa047adde093bf696d3ae09fc0 \
+    --hash=sha256:fe4190afe63eb562b6ba6a3911cf4427473b35fa047adde093bf696d3ae09fc0
+    # via litellm
+botocore==1.43.89 \
+    --hash=sha256:d7211220c815427fe71225acc6909e4ab5dfab3b03770e72fd16cf9eb86b3d1a \
+    --hash=sha256:d7211220c815427fe71225acc6909e4ab5dfab3b03770e72fd16cf9eb86b3d1a \
+    --hash=sha256:f0574942970742657b0e0716cf08c2dfe6bef8e6de5fbb7081c3424e262b4cca \
+    --hash=sha256:f0574942970742657b0e0716cf08c2dfe6bef8e6de5fbb7081c3424e262b4cca
+    # via
+    #   boto3
+    #   s3transfer
 bracex==3.0 \
     --hash=sha256:3833e61c2f092d5aa0468fa2e6c6e990a306185abf763b6d122f0158e59c58a5 \
     --hash=sha256:b73f718d6bd98d8419e45df02426c86e9967c179949f779340d6c3a8c83b9111
     # via wcmatch
-brotli==1.2.0 \
-    --hash=sha256:022426c9e99fd65d9475dce5c195526f04bb8be8907607e27e747893f6ee3e24 \
-    --hash=sha256:072e7624b1fc4d601036ab3f4f27942ef772887e876beff0301d261210bca97f \
-    --hash=sha256:09ac247501d1909e9ee47d309be760c89c990defbb2e0240845c892ea5ff0de4 \
-    --hash=sha256:0bbd5b5ccd157ae7913750476d48099aaf507a79841c0d04a9db4415b14842de \
-    --hash=sha256:0cf8c3b8ba93d496b2fae778039e2f5ecc7cff99df84df337ca31d8f2252896c \
-    --hash=sha256:14ef29fc5f310d34fc7696426071067462c9292ed98b5ff5a27ac70a200e5470 \
-    --hash=sha256:15b33fe93cedc4caaff8a0bd1eb7e3dab1c61bb22a0bf5bdfdfd97cd7da79744 \
-    --hash=sha256:1b1d6a4efedd53671c793be6dd760fcf2107da3a52331ad9ea429edf0902f27a \
-    --hash=sha256:1b557b29782a643420e08d75aea889462a4a8796e9a6cf5621ab05a3f7da8ef2 \
-    --hash=sha256:1b71754d5b6eda54d16fbbed7fce2d8bc6c052a1b91a35c320247946ee103502 \
-    --hash=sha256:1ce223652fd4ed3eb2b7f78fbea31c52314baecfac68db44037bb4167062a937 \
-    --hash=sha256:1e68cdf321ad05797ee41d1d09169e09d40fdf51a725bb148bff892ce04583d7 \
-    --hash=sha256:260d3692396e1895c5034f204f0db022c056f9e2ac841593a4cf9426e2a3faca \
-    --hash=sha256:26e8d3ecb0ee458a9804f47f21b74845cc823fd1bb19f02272be70774f56e2a6 \
-    --hash=sha256:2881416badd2a88a7a14d981c103a52a23a276a553a8aacc1346c2ff47c8dc17 \
-    --hash=sha256:29b7e6716ee4ea0c59e3b241f682204105f7da084d6254ec61886508efeb43bc \
-    --hash=sha256:2a7f1d03727130fc875448b65b127a9ec5d06d19d0148e7554384229706f9d1b \
-    --hash=sha256:2d39b54b968f4b49b5e845758e202b1035f948b0561ff5e6385e855c96625971 \
-    --hash=sha256:2e1ad3fda65ae0d93fec742a128d72e145c9c7a99ee2fcd667785d99eb25a7fe \
-    --hash=sha256:3173e1e57cebb6d1de186e46b5680afbd82fd4301d7b2465beebe83ed317066d \
-    --hash=sha256:3219bd9e69868e57183316ee19c84e03e8f8b5a1d1f2667e1aa8c2f91cb061ac \
-    --hash=sha256:350c8348f0e76fff0a0fd6c26755d2653863279d086d3aa2c290a6a7251135dd \
-    --hash=sha256:35d382625778834a7f3061b15423919aa03e4f5da34ac8e02c074e4b75ab4f84 \
-    --hash=sha256:3b90b767916ac44e93a8e28ce6adf8d551e43affb512f2377c732d486ac6514e \
-    --hash=sha256:3e1b35d56856f3ed326b140d3c6d9db91740f22e14b06e840fe4bb1923439a18 \
-    --hash=sha256:3ebe801e0f4e56d17cd386ca6600573e3706ce1845376307f5d2cbd32149b69a \
-    --hash=sha256:3f3c908bcc404c90c77d5a073e55271a0a498f4e0756e48127c35d91cf155947 \
-    --hash=sha256:40d918bce2b427a0c4ba189df7a006ac0c7277c180aee4617d99e9ccaaf59e6a \
-    --hash=sha256:465a0d012b3d3e4f1d6146ea019b5c11e3e87f03d1676da1cc3833462e672fb0 \
-    --hash=sha256:4735a10f738cb5516905a121f32b24ce196ab82cfc1e4ba2e3ad1b371085fd46 \
-    --hash=sha256:4ecdb3b6dc36e6d6e14d3a1bdc6c1057c8cbf80db04031d566eb6080ce283a48 \
-    --hash=sha256:50b1b799f45da91292ffaa21a473ab3a3054fa78560e8ff67082a185274431c8 \
-    --hash=sha256:54a50a9dad16b32136b2241ddea9e4df159b41247b2ce6aac0b3276a66a8f1e5 \
-    --hash=sha256:5732eff8973dd995549a18ecbd8acd692ac611c5c0bb3f59fa3541ae27b33be3 \
-    --hash=sha256:598e88c736f63a0efec8363f9eb34e5b5536b7b6b1821e401afcb501d881f59a \
-    --hash=sha256:640fe199048f24c474ec6f3eae67c48d286de12911110437a36a87d7c89573a6 \
-    --hash=sha256:66c02c187ad250513c2f4fce973ef402d22f80e0adce734ee4e4efd657b6cb64 \
-    --hash=sha256:67a91c5187e1eec76a61625c77a6c8c785650f5b576ca732bd33ef58b0dff49c \
-    --hash=sha256:6be67c19e0b0c56365c6a76e393b932fb0e78b3b56b711d180dd7013cb1fd984 \
-    --hash=sha256:6c12dad5cd04530323e723787ff762bac749a7b256a5bece32b2243dd5c27b21 \
-    --hash=sha256:71a66c1c9be66595d628467401d5976158c97888c2c9379c034e1e2312c5b4f5 \
-    --hash=sha256:7274942e69b17f9cef76691bcf38f2b2d4c8a5f5dba6ec10958363dcb3308a0a \
-    --hash=sha256:7547369c4392b47d30a3467fe8c3330b4f2e0f7730e45e3103d7d636678a808b \
-    --hash=sha256:7a47ce5c2288702e09dc22a44d0ee6152f2c7eda97b3c8482d826a1f3cfc7da7 \
-    --hash=sha256:7a61c06b334bd99bc5ae84f1eeb36bfe01400264b3c352f968c6e30a10f9d08b \
-    --hash=sha256:7ad8cec81f34edf44a1c6a7edf28e7b7806dfb8886e371d95dcf789ccd4e4982 \
-    --hash=sha256:7e9053f5fb4e0dfab89243079b3e217f2aea4085e4d58c5c06115fc34823707f \
-    --hash=sha256:7fa18d65a213abcfbb2f6cafbb4c58863a8bd6f2103d65203c520ac117d1944b \
-    --hash=sha256:81da1b229b1889f25adadc929aeb9dbc4e922bd18561b65b08dd9343cfccca84 \
-    --hash=sha256:82676c2781ecf0ab23833796062786db04648b7aae8be139f6b8065e5e7b1518 \
-    --hash=sha256:832c115a020e463c2f67664560449a7bea26b0c1fdd690352addad6d0a08714d \
-    --hash=sha256:844a8ceb8483fefafc412f85c14f2aae2fb69567bf2a0de53cdb88b73e7c43ae \
-    --hash=sha256:865cedc7c7c303df5fad14a57bc5db1d4f4f9b2b4d0a7523ddd206f00c121a16 \
-    --hash=sha256:88ef7d55b7bcf3331572634c3fd0ed327d237ceb9be6066810d39020a3ebac7a \
-    --hash=sha256:898be2be399c221d2671d29eed26b6b2713a02c2119168ed914e7d00ceadb56f \
-    --hash=sha256:8d4f47f284bdd28629481c97b5f29ad67544fa258d9091a6ed1fda47c7347cd1 \
-    --hash=sha256:92edab1e2fd6cd5ca605f57d4545b6599ced5dea0fd90b2bcdf8b247a12bd190 \
-    --hash=sha256:9322b9f8656782414b37e6af884146869d46ab85158201d82bab9abbcb971dc7 \
-    --hash=sha256:95db242754c21a88a79e01504912e537808504465974ebb92931cfca2510469e \
-    --hash=sha256:963a08f3bebd8b75ac57661045402da15991468a621f014be54e50f53a58d19e \
-    --hash=sha256:96fbe82a58cdb2f872fa5d87dedc8477a12993626c446de794ea025bbda625ea \
-    --hash=sha256:99cfa69813d79492f0e5d52a20fd18395bc82e671d5d40bd5a91d13e75e468e8 \
-    --hash=sha256:9c79f57faa25d97900bfb119480806d783fba83cd09ee0b33c17623935b05fa3 \
-    --hash=sha256:9e5825ba2c9998375530504578fd4d5d1059d09621a02065d1b6bfc41a8e05ab \
-    --hash=sha256:9fe11467c42c133f38d42289d0861b6b4f9da31e8087ca2c0d7ebb4543625526 \
-    --hash=sha256:a1778532b978d2536e79c05dac2d8cd857f6c55cd0c95ace5b03740824e0e2f1 \
-    --hash=sha256:a387225a67f619bf16bd504c37655930f910eb03675730fc2ad69d3d8b5e7e92 \
-    --hash=sha256:a56ef534b66a749759ebd091c19c03ef81eb8cd96f0d1d16b59127eaf1b97a12 \
-    --hash=sha256:aa47441fa3026543513139cb8926a92a8e305ee9c71a6209ef7a97d91640ea03 \
-    --hash=sha256:ac27a70bda257ae3f380ec8310b0a06680236bea547756c277b5dfe55a2452a8 \
-    --hash=sha256:acec55bb7c90f1dfc476126f9711a8e81c9af7fb617409a9ee2953115343f08d \
-    --hash=sha256:adedc4a67e15327dfdd04884873c6d5a01d3e3b6f61406f99b1ed4865a2f6d28 \
-    --hash=sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036 \
-    --hash=sha256:b232029d100d393ae3c603c8ffd7e3fe6f798c5e28ddca5feabb8e8fdb732997 \
-    --hash=sha256:b35c13ce241abdd44cb8ca70683f20c0c079728a36a996297adb5334adfc1c44 \
-    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8 \
-    --hash=sha256:b908d1a7b28bc72dfb743be0d4d3f8931f8309f810af66c906ae6cd4127c93cb \
-    --hash=sha256:ba76177fd318ab7b3b9bf6522be5e84c2ae798754b6cc028665490f6e66b5533 \
-    --hash=sha256:bba6e7e6cfe1e6cb6eb0b7c2736a6059461de1fa2c0ad26cf845de6c078d16c8 \
-    --hash=sha256:c0d6770111d1879881432f81c369de5cde6e9467be7c682a983747ec800544e2 \
-    --hash=sha256:c16ab1ef7bb55651f5836e8e62db1f711d55b82ea08c3b8083ff037157171a69 \
-    --hash=sha256:c1702888c9f3383cc2f09eb3e88b8babf5965a54afb79649458ec7c3c7a63e96 \
-    --hash=sha256:c25332657dee6052ca470626f18349fc1fe8855a56218e19bd7a8c6ad4952c49 \
-    --hash=sha256:c8565e3cdc1808b1a34714b553b262c5de5fbda202285782173ec137fd13709f \
-    --hash=sha256:cf9cba6f5b78a2071ec6fb1e7bd39acf35071d90a81231d67e92d637776a6a63 \
-    --hash=sha256:d206a36b4140fbb5373bf1eb73fb9de589bb06afd0d22376de23c5e91d0ab35f \
-    --hash=sha256:d2d085ded05278d1c7f65560aae97b3160aeb2ea2c0b3e26204856beccb60888 \
-    --hash=sha256:d8c05b1dfb61af28ef37624385b0029df902ca896a639881f594060b30ffc9a7 \
-    --hash=sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a \
-    --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3 \
-    --hash=sha256:e80a28f2b150774844c8b454dd288be90d76ba6109670fe33d7ff54d96eb5cb8 \
-    --hash=sha256:e813da3d2d865e9793ef681d3a6b66fa4b7c19244a45b817d0cceda67e615990 \
-    --hash=sha256:e85190da223337a6b7431d92c799fca3e2982abd44e7b8dec69938dcc81c8e9e \
-    --hash=sha256:e99befa0b48f3cd293dafeacdd0d191804d105d279e0b387a32054c1180f3161 \
-    --hash=sha256:eda5a6d042c698e28bda2507a89b16555b9aa954ef1d750e1c20473481aff675 \
-    --hash=sha256:ef87b8ab2704da227e83a246356a2b179ef826f550f794b2c52cddb4efbd0196 \
-    --hash=sha256:f16dace5e4d3596eaeb8af334b4d2c820d34b8278da633ce4a00020b2eac981c \
-    --hash=sha256:f8d635cafbbb0c61327f942df2e3f474dde1cff16c3cd0580564774eaba1ee13 \
-    --hash=sha256:fc1530af5c3c275b8524f2e24841cbe2599d74462455e9bae5109e9ff42e9361 \
-    --hash=sha256:ff09cd8c5eec3b9d02d2408db41be150d8891c5566addce57513bf546e3d6c6d
-    # via httpx
 certifi==2026.6.17 \
     --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
     --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
     # via
     #   httpcore
     #   httpx
+    #   langchain-openai
     #   requests
     #   trafilatura
 cffi==2.1.0 \
@@ -506,53 +420,53 @@ courlan==1.4.0 \
     --hash=sha256:ad1dbdefd912ca7238d4607dc855df5df097f56bac175dd662c84eed3802f49e \
     --hash=sha256:fbbac7b7fcde2195ea08e707609503c81cf39c891e8d26cdb1fed4585782d63d
     # via trafilatura
-cryptography==50.0.0 \
-    --hash=sha256:031e2d5dd4bb9caa3ca9c82e5a197fd8ae680232cee62603d1a813f3f07e3d03 \
-    --hash=sha256:06a32a980526a6ab9a4b9bf8f7385800791e2bb960903cb6b530e4817509a3b7 \
-    --hash=sha256:07479a1cb08219ab719147e742e76090c9c773321959bb94946fffdd397a6437 \
-    --hash=sha256:07949c449a1abcf60d1ee6e88956d89404c7df3c8258f46589e912988e551987 \
-    --hash=sha256:105110f43a471dbd0060b9c9516cb8a6a79233631a04cc2ba16f28323ac6e025 \
-    --hash=sha256:11b74db56cdbe3cdee6e3f6982ecb70334fa10dce99ed58bf7894aaaa3b2a037 \
-    --hash=sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269 \
-    --hash=sha256:1489e263a8048bb8b6a8bac662eb2d402ea5d2b7b4699b72f385f1e2772db105 \
-    --hash=sha256:19736989797678c6af1e55cd49055cdbcb55d8f6b5583ac5335f933aba9101dc \
-    --hash=sha256:1b4a266766514614f8aa60416e71f2fc6e575d36e7bdc90f644fadb2f4b75b95 \
-    --hash=sha256:2a8183b489dc1f7f80f135780fadc1108f14b31b8a40411c7a5b17425f65f28b \
-    --hash=sha256:37fdb0d0111f1e2ff07139dfb79f1b49531f8e213c46f1163dd7642979b58c47 \
-    --hash=sha256:3f5735ffe4996d28b809371756219f5354864902a3b9e7c0b9ee87041209fc9c \
-    --hash=sha256:49e7d93abdbd2990caced757e5fade25302f719c3c8fb6e6fff2dde98999fc41 \
-    --hash=sha256:5e34edd123674534acd70147f0ca331eaa2c74e6325fb2028c886aa26ba0b68c \
-    --hash=sha256:62598a8a57f815db4c6259a4e97d857dab56697e7de8e8ab02352ab74da1995d \
-    --hash=sha256:65c2c3add92b45fd0709db8594536aea39c2a67af0e27ffcf049c498501140b7 \
-    --hash=sha256:6ba6a53445bd3cfa809ef3ef5f1589aa6ba08784a1d962bf47d0940e871dab1c \
-    --hash=sha256:6e7d61120573a7f2cd94cc095f9e81f6967c61ccdf194285aa143ecec8e0b708 \
-    --hash=sha256:7cec5b856506da6defb290f30c9ee687d5f5e8cb0bd3f6459dde43b0b4fa40ef \
-    --hash=sha256:80b63928fa35083b33966ce1efb70e5b9607181e49dcd1c22c8c005e319f667f \
-    --hash=sha256:82148ec5bddac30b51a5b3c1945075f896fa022cb93f8e4a01e9f6ee95292c5f \
-    --hash=sha256:828743d939e9629bc267b8e2d08d8bb67cd4319c771a33d4b18b22dd8fb7440a \
-    --hash=sha256:8d89f3976b10b4ce31118de72329025f70d2c6ead14a8217c5514dd2c6d5a78f \
-    --hash=sha256:8eb5e1172eb569ea8a872796576e6a67c276351728b6455d5beb01242b027c6a \
-    --hash=sha256:900131fafd8aead39ac7dd3a7e833be754c17a95cfd91221636949fe4eb0aa8a \
-    --hash=sha256:910d11e1a385c654bf738bf3e6b8e6ed5de0f5610fcae2be9e5b398d8081d20e \
-    --hash=sha256:910e1d2668e7de9648f2bcee30e180db2a6b15c30f887d7c4c93ddf96e3992e3 \
-    --hash=sha256:9aa87839c383bdbab6ef865787a1fb877af8dd03464c4400322726feaaadfc6d \
-    --hash=sha256:a1b30560f2acc95aa8b2e06e716a13dbfc97314747b80d9707e307f77b40d6b3 \
-    --hash=sha256:a91296cb61e8df6f86d0c19cc4068228da256bf59bf86049fbd821084565327f \
-    --hash=sha256:b42a28c1844fd9de8f3f7d540e36b66f3a9c83fceac7170ebc7a6a19edd9dcae \
-    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30 \
-    --hash=sha256:c87f62a3d3b9888ed0fdde100ec06aa61ca9cd44bad9057d1dff9a516b5f5bb9 \
-    --hash=sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9 \
-    --hash=sha256:ccdc4a71a4dabae05de219404f9f4abc38e3b58422177ff93d0da05967dafa07 \
-    --hash=sha256:d24fead1d4d076e1bfb006dcec392074a3cd8d7b4fc8a595aa64073b2b7a96ba \
-    --hash=sha256:d58c3db7cd6eed54e6c06744db55456b65ebd7492ddeae9c1e93cfca7aa857d3 \
-    --hash=sha256:d764dcf130c428ef66786f866dd750f53182bc608813489915e9fc106bb0c82f \
-    --hash=sha256:df2a58a472f332225671c35b0a830208b86d004f82baa8530fa3782c85646533 \
-    --hash=sha256:e722f16708d854fe924790e051061f6704a472c3bac347b6fd88033ea8dd0dc5 \
-    --hash=sha256:ecfed7367f965a0328cfbdd70da860f15441f002f613185668c6e6ebf5a0ac11 \
-    --hash=sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9 \
-    --hash=sha256:f59e38625469987d7ef6d495323c55e7db6c212eaf6112267e0d3b565a2e9c9f \
-    --hash=sha256:f89831ef99dd7dd169ab06d63a831adb9e20a87aac6d380266bbda5823349169 \
-    --hash=sha256:fd9192b7b70c573d7f214eb1ae35e00d359f6f5e4b27c7e21e30de1fc6204645
+cryptography==50.0.1 \
+    --hash=sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71 \
+    --hash=sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23 \
+    --hash=sha256:16c5ecd954b3330ebfb6605eca4fd952da8bef376551d5cc264534e3770a9ee6 \
+    --hash=sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e \
+    --hash=sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361 \
+    --hash=sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054 \
+    --hash=sha256:30a125032e5642a21ff816e021152bd4e7e94f03eff3f4b7fca41cd22bc3110f \
+    --hash=sha256:330fbb252391c596f1ae42c5754449dc924e6ad012dca8efe0d703f9f2d12ec6 \
+    --hash=sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49 \
+    --hash=sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5 \
+    --hash=sha256:42be3bb70596b3abe4ac097b75be223e8b3ab614a0e5de068e3dcc54d71d6149 \
+    --hash=sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88 \
+    --hash=sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad \
+    --hash=sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a \
+    --hash=sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f \
+    --hash=sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2 \
+    --hash=sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20 \
+    --hash=sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45 \
+    --hash=sha256:5fe939deeb161024a6be98229c953b6591fef1f41214497a78fe793a244c017f \
+    --hash=sha256:693c99b49bd37d0d096e4334c10232c77248c415b98d35236094cdf96d57258b \
+    --hash=sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527 \
+    --hash=sha256:79bf008d1f9af6071c797ad133e39915dfee7614f18f18f4db9072eb715064a3 \
+    --hash=sha256:804728ce710890870f3aaa344b2e161172d258d768ac139d02cfd9092d0d94e6 \
+    --hash=sha256:8921d58f426793c5f1b47f0b59575780de9a095214958d0eb37d909593db8367 \
+    --hash=sha256:8df2de9102026855887e4587084f6eabd80ed0f345b8ad8a7ac27ab9bf4723e0 \
+    --hash=sha256:9cb3cb952cf5a8abd50c782a98a89d71699715e802fe349704b47f2425b42a94 \
+    --hash=sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239 \
+    --hash=sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b \
+    --hash=sha256:a0b1a59e3a089064a0ec309e9428c8e3ae4e161419d20ac33600767e83fc658a \
+    --hash=sha256:a255449073358275b64b67d3f595f268bbef70e72b6edb65e0c70c735bf739c9 \
+    --hash=sha256:a8f40ea47330e71b594a7e246898f93177c259490c63183dbaf9e571d71ed9a5 \
+    --hash=sha256:ac02b07824d4d1001bd4367599f839c19cb171924c796e52c23508ac14c2c0cc \
+    --hash=sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648 \
+    --hash=sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986 \
+    --hash=sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959 \
+    --hash=sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0 \
+    --hash=sha256:cbf74a81765ee67413503ca6e26dcc4f6f5a519822436cc0a1b97aab6c1b8a17 \
+    --hash=sha256:d63ae8f6481fec907ac0f588eee8a90aefde112c633131fe540e5711ddbb5a4e \
+    --hash=sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733 \
+    --hash=sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f \
+    --hash=sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8 \
+    --hash=sha256:f74455bb086a85d5e81246412602aaa97ed095e504cd40dd261ef50be42205bf \
+    --hash=sha256:fb4b9672d389c738b175c4166e78310f8a70358886aacd9173ee03a85ffdc671 \
+    --hash=sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80 \
+    --hash=sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558 \
+    --hash=sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef
     # via
     #   -r requirements.in
     #   google-auth
@@ -561,13 +475,13 @@ dateparser==1.4.1 \
     --hash=sha256:f25d4e051a84be27a35bd297e3e1dc59ff78373701b89be352ba80372d22d0d0 \
     --hash=sha256:f265df13c0380e2e07543ba74b67c0681aaa1096981ffcd35227e1aa0cb81c7c
     # via htmldate
-ddgs==9.14.4 \
-    --hash=sha256:acb084c34bf1110c974caf7e5e5a2c1973beb4bd9e170bfd191fe5ed2d2b2d6c \
-    --hash=sha256:f7b118a2b709a9e9c04a1dca6e96b98c25d4dfaca1a4b0a244d74454fcca48ef
+ddgs==9.16.0 \
+    --hash=sha256:161ca8e78ea08d40cd3f83fb12279b49322ffb342d981368bfa39bed9847d874 \
+    --hash=sha256:175d9198c958a263f51a06a54368ba0b41294942c0cd29f4aa71be03dbcd5f4a
     # via -r requirements.in
-deepagents==0.7.4 \
-    --hash=sha256:473d25ef03e00b07979afee9dcca7dc16b0b6e1c3924535881858d97e68ebdf8 \
-    --hash=sha256:5694afae05957e7559f1a3aca4b582638b7d46300b72c7a9ce09f0968855d5cd
+deepagents==0.7.13 \
+    --hash=sha256:99fc1855b1387c1c6e6035ba3600edbd933f59c39a4863ef3a7d5a0272ea67ab \
+    --hash=sha256:d717ee8ee092a91c475a6124ed578d5e4154d54120769a1081bfe1aece87c248
     # via -r requirements.in
 distro==1.9.0 \
     --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
@@ -581,10 +495,6 @@ docstring-parser==0.18.0 \
     --hash=sha256:292510982205c12b1248696f44959db3cdd1740237a968ea1e2e7a900eeb2015 \
     --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
     # via anthropic
-fake-useragent==2.2.0 \
-    --hash=sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2 \
-    --hash=sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24
-    # via ddgs
 fastapi==0.141.1 \
     --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3 \
     --hash=sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1
@@ -819,9 +729,9 @@ google-auth[requests]==2.56.0 \
     --hash=sha256:6e88c10217e07a92bfd01cac8ee99e32ccfb08414c3102e6c5b8d58f37a0d1e0 \
     --hash=sha256:f90fa030b569a92654b9d690665a073841df33d57487be53db583a9a0867a553
     # via google-genai
-google-genai==2.16.0 \
-    --hash=sha256:c4c2524926001b18073db927a5d75bb7c8be7b5fd13ab507d599f51fff2284c5 \
-    --hash=sha256:f9eda6a7a3dd4491a0d2253c4bdd4536462d63838ed3f1b0e4fb9a0eb8f43331
+google-genai==2.22.0 \
+    --hash=sha256:9fa3b5d9ddb635005d8ab2d6206fb2b3d7204b66965bbce7de13ecd1a866ebcd \
+    --hash=sha256:c514001c45470cc0a942440ae1b8215445d12bfb6c373aac94637127e1f74ec6
     # via langchain-google-genai
 googleapis-common-protos==1.75.0 \
     --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
@@ -880,20 +790,17 @@ grpcio==1.82.1 \
     --hash=sha256:f853eae07235a51a27bb5d6a9a175a59ca55dc9b99edc6ce2f76f07332d333ae \
     --hash=sha256:ff99bc8cafb6a952201c37b995f425e641c93ffa6e072258525feab57290141d
     # via opentelemetry-exporter-otlp-proto-grpc
-gunicorn==26.0.0 \
-    --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
-    --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf
+gunicorn==26.2.0 \
+    --hash=sha256:62b864895d9ebff0b2f9867ba04fe811c93121596540830c9c916d0769668447 \
+    --hash=sha256:bd249d0b3f7972f7432f0a6b6ff3b3ee2d129f70cd1ff6c09a9dd9e29a2b88e3
     # via -r requirements.in
 h11==0.16.0 \
     --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
-h2==4.4.0 \
-    --hash=sha256:46b551bdcdc7e83cf5c04d0bf93badb8a939bd2287d9fee1abb23a445b9e0580 \
-    --hash=sha256:6acffe1aeab79098d7eb0f8385c1add11f2c7a94815f6fa2b7060eeddee3d87c
-    # via httpx
 hf-xet==1.5.2 \
     --hash=sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed \
     --hash=sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d \
@@ -913,10 +820,6 @@ hf-xet==1.5.2 \
     --hash=sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799 \
     --hash=sha256:fd3add255549e8ef58fa35b2e42dc016961c050600444e7d77d030ba6b57120e
     # via huggingface-hub
-hpack==4.2.0 \
-    --hash=sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0 \
-    --hash=sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986
-    # via h2
 htmldate==1.10.0 \
     --hash=sha256:9211dae35ab94147c8ed9e5fc2c9287a5cf31d2394cb7857e7f5dd814eb2aad6 \
     --hash=sha256:a38df10772ab5d7dbb11896e3f6a852a8491fb1b0965465bc174e23fc2baae58
@@ -925,17 +828,22 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
-httpx[brotli,http2,socks]==0.28.1 \
+httpcore2==2.12.0 \
+    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
+    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
+    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648 \
+    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648
+    # via httpx2
+httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
     # via
     #   -r requirements.in
     #   anthropic
-    #   ddgs
     #   google-genai
     #   huggingface-hub
+    #   langchain-core
     #   langgraph-sdk
-    #   langsmith
     #   litellm
     #   mcp
     #   openai
@@ -943,20 +851,23 @@ httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
     --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
     # via mcp
+httpx2==2.12.0 \
+    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
+    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
+    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36 \
+    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36
+    # via langsmith
 huggingface-hub==1.26.0 \
     --hash=sha256:c8cd4e2df1ba9402f77fce9b509ec1d52debb502551789473f34016acc14e361 \
     --hash=sha256:e8cca670caa5d8dfa7e45bf45e86b466698198cd8150c021bcdb4a86b9252364
     # via tokenizers
-hyperframe==6.1.0 \
-    --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \
-    --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08
-    # via h2
 idna==3.18 \
     --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
     --hash=sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   yarl
 importlib-metadata==8.7.0 \
@@ -1080,6 +991,14 @@ jiter==0.16.0 \
     # via
     #   anthropic
     #   openai
+jmespath==1.1.0 \
+    --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
+    --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
+    --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64 \
+    --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64
+    # via
+    #   boto3
+    #   botocore
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade \
     --hash=sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c
@@ -1102,21 +1021,21 @@ justext==3.0.2 \
     --hash=sha256:13496a450c44c4cd5b5a75a5efcd9996066d2a189794ea99a49949685a0beb05 \
     --hash=sha256:62b1c562b15c3c6265e121cc070874243a443bfd53060e869393f09d6b6cc9a7
     # via trafilatura
-langchain==1.3.14 \
-    --hash=sha256:1b6696c72ba3bbbce54d745e0180742c9f6ece8bbc59ed5a46c3e20b9a435929 \
-    --hash=sha256:4d10dbe91005952cddd56d0dc77aa108964da6bae90ab20063653957e901f782
+langchain==1.4.0 \
+    --hash=sha256:08da122a439f738f4c09a5158cfa3d2c1d8bea2d0bde7fbbf4aeb4d7f7fd9d80 \
+    --hash=sha256:af1dc0161d30944a52ec7844d9bf890d0497b12ec0703069f3503b4003cbbac3
     # via
     #   -r requirements.in
     #   deepagents
-langchain-anthropic==1.5.4 \
-    --hash=sha256:113cb9bdac3169f2da65ea395dedb290e30dc6f899d01c205ba88aa88a2a02c2 \
-    --hash=sha256:730a9cb1ad384c9f1642840469c1ebbf20237066b1635f5d4fa9876e365fceaf
+langchain-anthropic==1.7.1 \
+    --hash=sha256:ac087159e1356ae933d5443ded2bca72912a2ed34ea171520fcfdaddfb838687 \
+    --hash=sha256:c461166def7b7d9d05de518d80afd041a6fcd0d49b07d3216d2a6b9a5069cb37
     # via
     #   -r requirements.in
     #   deepagents
-langchain-core==1.5.3 \
-    --hash=sha256:48b56fa580277209594dd7baf837f5b9a2a3651613f34ff9fb1728b429df015f \
-    --hash=sha256:a56457ac444fef41e9404443c187f0ecea708d36e816ea4ba9573c027f7d1a2d
+langchain-core==1.6.2 \
+    --hash=sha256:1ec6d3a98f7c8cdbb5bb0deff86e7ca37e16bf4f8f49f022d10723656c62352d \
+    --hash=sha256:21e6c7cf097c68b777fd69ea00864f09bd9ca76ac73e3e3fa14e1ee366eb4711
     # via
     #   deepagents
     #   langchain
@@ -1128,9 +1047,9 @@ langchain-core==1.5.3 \
     #   langgraph-checkpoint
     #   langgraph-prebuilt
     #   langgraph-sdk
-langchain-google-genai==4.3.2 \
-    --hash=sha256:6471769a4463fedb10d2d19a9b56c31de1cde505edf7fffd8cdbf98af8c1d7da \
-    --hash=sha256:f3b1c09b264612fd1735a9590987bfa0cccca0bc0111691543decb5a03b8667d
+langchain-google-genai==4.4.0 \
+    --hash=sha256:7871beec56ac07b719f77c46997845db6ff2267b817bffb0f97877053b0895d7 \
+    --hash=sha256:8e23a1307bd2158590bbf9d99f1d658fc84a9d9ddb77fb1b372f8875a2bafbbf
     # via
     #   -r requirements.in
     #   deepagents
@@ -1138,9 +1057,9 @@ langchain-mcp-adapters==0.3.2 \
     --hash=sha256:094e6b3096dbcc408417d5722f6915f164772e50c502ae3d8989405bf12c3c84 \
     --hash=sha256:61cd1a09597adb619a9bafb0642938ffc2a9463d699a753f7af0420ea46c381a
     # via -r requirements.in
-langchain-openai==1.4.1 \
-    --hash=sha256:6d16be615d997db80294731b8e768783f1fb8e0313668e64acd50cd68acbad20 \
-    --hash=sha256:8528bb34cc78fdfd2d895573c7917f9441cbb82db5f18ae0e6b3b75d95bdefb3
+langchain-openai==1.6.0 \
+    --hash=sha256:648112bbd135aa51d60d4aa2fd4ad353628a8d92a2f8e779244a0d9869a16f18 \
+    --hash=sha256:7c545cc1f2bee048a7e219f375b78cd820b32c876ccf825320e25e1e94132577
     # via -r requirements.in
 langchain-protocol==0.0.18 \
     --hash=sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a \
@@ -1148,9 +1067,9 @@ langchain-protocol==0.0.18 \
     # via
     #   langchain-core
     #   langgraph-sdk
-langgraph==1.2.10 \
-    --hash=sha256:05a183a746ed570a06c7c1b879920163509a75df9e44e92dd2238218d677fd37 \
-    --hash=sha256:52c48bd42fa31a1de0e1c0f0ebfe342e11ca2957b8b3563f83dbd60d8e30f921
+langgraph==1.2.11 \
+    --hash=sha256:8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b \
+    --hash=sha256:9ecfe11e50d338b34b15cf4d8a442642de103e8ae6971320efba84e4542eb363
     # via
     #   -r requirements.in
     #   langchain
@@ -1173,29 +1092,29 @@ langgraph-sdk==0.4.2 \
     --hash=sha256:75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd \
     --hash=sha256:b88f0f5f6328ac0680d6790614a905b2bcfa257f2276dba4e38f0e86db0aa738
     # via langgraph
-langsmith==0.10.15 \
-    --hash=sha256:7afd7979a9cdf846a88c980e0a31ed518c33631d29e672adbfbb33446f3817cf \
-    --hash=sha256:eefc562b29eb642a635b459e5bb44ca574380d7f32fe840acf28cd603c168647
+langsmith==0.12.2 \
+    --hash=sha256:ca2b6386cf452cf8edebf27c9c476503c18bad895e7ad566578393fa0ba7fea2 \
+    --hash=sha256:ff369ba4390e0969dbb109e838281404ae637e76ef73b347336bae05b4f87331
     # via
     #   deepagents
     #   langchain-core
-litellm==1.95.0 \
-    --hash=sha256:0106b3564b60d00cb5b2810824ebf5071f59c9f9262318884d9c6f040aa2c435 \
-    --hash=sha256:053cea1a584bf92d5d44b422f99fa03715bf7c346c8fe080c29bf0c6bd71eddc \
-    --hash=sha256:071a63c0e1d949bf7ed5e5c73843cb042a6e00324d3f214b13f8c6b90da6822d \
-    --hash=sha256:0ef126d52c7a559f8353e50d60fd0d5e7e6c8767ad54df25ddaf79b9edca1afc \
-    --hash=sha256:1bdf7153557cc0851fa9477b137fde476c56d5de92a5778ecfc6c3a75439a4e1 \
-    --hash=sha256:4bafa3494d503a3c6c1f2eeb785a2af364d85463c71a92cabaaa761c9227d62a \
-    --hash=sha256:4c2a06d2263a07a29228cd3af2b594cf86cd3a4182a7324c517cba88a9415969 \
-    --hash=sha256:62cc5d834e8223dbd16c9ad0b46c73354b6d67cc7fa0eba2764ce65b3b8c474f \
-    --hash=sha256:667cc7cc58e05a9f9c4bf4588cd4ff5c785fd265060acdfb9147332b75b73ce9 \
-    --hash=sha256:9d80a9adc506bfce48145621d6649e3fd428407811eb00211bcce33344054701 \
-    --hash=sha256:aac37bb6d2be191bafc0ce590ed06d21dd7e5a37599ffc1af1071899f6c74b73 \
-    --hash=sha256:c3684dcf16aefe98bd6f11586d60a9a92bb1bf7e85468a6a4ac28a65532fab3e \
-    --hash=sha256:c73df441153e585832d4e90e3717d17ae888b269daa71d723336369e81ef884b \
-    --hash=sha256:c8e712f95764a9a730f3aec9dff8be916973423411ca12a79a35c8bea3f7d5a4 \
-    --hash=sha256:cb667f84f08520f32b076e03c7a3fa51bf3f7e8b641dade34ab046bf00314d6b \
-    --hash=sha256:cf014ff515825ad49937b4cdf95616270789311db7841d16702e0a5b1ac5b067
+litellm==1.99.0 \
+    --hash=sha256:1c45097e426fed2ae7fbd38b5404c3addeb203d0e1148c0a59848aabd5fe83c6 \
+    --hash=sha256:1c45097e426fed2ae7fbd38b5404c3addeb203d0e1148c0a59848aabd5fe83c6 \
+    --hash=sha256:5617804e838499bce8fecb41ad9bc984b7977361e557666fed0fef0c4623ce62 \
+    --hash=sha256:5617804e838499bce8fecb41ad9bc984b7977361e557666fed0fef0c4623ce62 \
+    --hash=sha256:594bf4b6ff6b79c6aa3c3b78c0e939d4afd12687e076ba3fb608d38a5aa7f9c6 \
+    --hash=sha256:594bf4b6ff6b79c6aa3c3b78c0e939d4afd12687e076ba3fb608d38a5aa7f9c6 \
+    --hash=sha256:71109c323164b4b6776ff259876523e6e883a465aa1413dd51a1bda8e92efc5f \
+    --hash=sha256:71109c323164b4b6776ff259876523e6e883a465aa1413dd51a1bda8e92efc5f \
+    --hash=sha256:a43e8716da8beed04480e91b4233ff2f1ab1fedd84cad332dbc526b54a9229ca \
+    --hash=sha256:a43e8716da8beed04480e91b4233ff2f1ab1fedd84cad332dbc526b54a9229ca \
+    --hash=sha256:e2b383070656fdbec4bc44602edaaed2a21e99ceee4ea0a4650c8cb381e67b59 \
+    --hash=sha256:e2b383070656fdbec4bc44602edaaed2a21e99ceee4ea0a4650c8cb381e67b59 \
+    --hash=sha256:e42f94731665b68e263481efd79f7629e9b97eed7e10c57dc37a890eca058227 \
+    --hash=sha256:e42f94731665b68e263481efd79f7629e9b97eed7e10c57dc37a890eca058227 \
+    --hash=sha256:e461b7ce53af990e5287cf7ae30d82c956b56dcce886f63ef39a76e678f82a3b \
+    --hash=sha256:e461b7ce53af990e5287cf7ae30d82c956b56dcce886f63ef39a76e678f82a3b
     # via -r requirements.in
 lxml[html-clean]==6.1.1 \
     --hash=sha256:05a82eb6e1530a64f26225b55cbd178113bd0b5af1c2b625f25e5296742c26d2 \
@@ -1795,7 +1714,6 @@ packaging==26.2 \
     --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
     # via
     #   deepagents
-    #   gunicorn
     #   huggingface-hub
     #   langchain-core
     #   langsmith
@@ -1987,9 +1905,9 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+pydantic==2.13.5 \
+    --hash=sha256:346a034f080da3755d8e9cb5e00e8b07de1d39e4f6e2c87d8ab7cafa0b269a73 \
+    --hash=sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08
     # via
     #   -r requirements.in
     #   anthropic
@@ -2005,127 +1923,127 @@ pydantic==2.13.4 \
     #   mcp
     #   openai
     #   pydantic-settings
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
-    --hash=sha256:372429a130e469c9cd698925ce5fc50940b7a1336b0d82038e63d5bbc4edc519 \
-    --hash=sha256:395aebd9183f9d112f569aeb5b2214d1a10a33bec8456447f7fbdfa51d38d4cd \
-    --hash=sha256:3a233125ac121aa3ffba9a2b59edfc4a985a76092dc8279586ab4b71390875e7 \
-    --hash=sha256:3be77f45df024d789a672ae34f8b06fb346c4f9f46ea714956660ea4862e89ac \
-    --hash=sha256:3bf92c5d0e00fefaab325a4d27828fe6b6e2a21848686b5b60d2d9eeb09d76c6 \
-    --hash=sha256:3ecbc122d18468d06ca279dc26a8c2e2d5acb10943bb35e36ae92096dc3b5565 \
-    --hash=sha256:3fb702cd90b0446a3a1c5e470bfa0dd23c0233b676a9099ddcc964fa6ca13898 \
-    --hash=sha256:428e04521a40150c85216fc8b85e8d39fece235a9cf5e383761238c7fa9b96fb \
-    --hash=sha256:432c179df7874eeb73307aad2df0755e1ae0efa61ff0ea89b93e194411ae3928 \
-    --hash=sha256:4a05d69cba51d852c5c3e92758653245a50c0b646ced0cf05bd793ed592839d6 \
-    --hash=sha256:4c63ebc82684aa89d9a3bcbd13d515b3be44250dc68dd3bd81526c1cb31286c3 \
-    --hash=sha256:4fc73cb559bdb54b1134a706a2802a4cddd27a0633f5abb7e53056268751ac6a \
-    --hash=sha256:4fcbe087dbc2068af7eda3aa87634eba216dbda64d1ae73c8684b621d33f6596 \
-    --hash=sha256:56cb4851bcaf3d117eddcef4fe66afd750a50274b0da8e22be256d10e5611987 \
-    --hash=sha256:5855698a4856556d86e8e6cd8434bc3ac0314ee8e12089ae0e143f64c6256e4e \
-    --hash=sha256:5a4330cdbc57162e4b3aa303f588ba752257694c9c9be3e7ebb11b4aca659b5d \
-    --hash=sha256:5b712b53160b79a5850310b912a5ef8e57e56947c8ad690c227f5c9d7e561712 \
-    --hash=sha256:5d5902252db0d3cedf8d4a1bc68f70eeb430f7e4c7104c8c476753519b423008 \
-    --hash=sha256:617d7e2ca7dcb8c5cf6bcb8c59b8832c94b36196bbf1cbd1bfb56ed341905edd \
-    --hash=sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1 \
-    --hash=sha256:633147d34cf4550417f12e2b1a0383973bdf5cdfde212cb09e9a581cf10820be \
-    --hash=sha256:66ce7632c22d837c95301830e111ad0128a32b8207533b60896a96c4915192ea \
-    --hash=sha256:6b3ace8194b0e5204818c92802dcdca7fc6d88aabbb799d7c795540d9cd6d292 \
-    --hash=sha256:6f2eeda33a839975441c86a4119e1383c50b47faf0cbb5176985565c6bb02c33 \
-    --hash=sha256:7027560ee92211647d0d34e3f7cd6f50da56399d26a9c8ad0da286d3869a53f3 \
-    --hash=sha256:7283d57845ecf5a163403eb0702dfc220cc4fbdd18919cb5ccea4f95ee1cdab4 \
-    --hash=sha256:7a5f930472650a82629163023e630d160863fce524c616f4e5186e5de9d9a49b \
-    --hash=sha256:7bfb192b3f4b9e8a89b6277b6ce787564f62cfd272055f6e685726b111dc7826 \
-    --hash=sha256:811ff8e9c313ab425368bcbb36e5c4ebd7108c2bbf4e4089cfbb0b01eff63fac \
-    --hash=sha256:8233f2947cf85404441fd7e0085f53b10c93e0ee78611099b5c7237e36aacbf7 \
-    --hash=sha256:82cf5301172168103724d49a1444d3378cb20cdee30b116a1bd6031236298a5d \
-    --hash=sha256:8358a950c8909158e3df31538a7e4edc2d7265a7c54b47f0864d9e5bae9dcebf \
-    --hash=sha256:85bb3611ff1802f3ee7fdd7dbff26b56f343fb432d57a4728fdd49b6ef35e2f4 \
-    --hash=sha256:86e1a4418c6cd97d60c95c71164158eaf7324fae7b0923264016baa993eba6fc \
-    --hash=sha256:8b9bab013d1c7a79d3501ff86d0bc9c31bf587db4551677b96bec07df78c6b15 \
-    --hash=sha256:8c5dac79fa1614d1e06ca695109c6105923bd9c7d1d6c918d4e637b7e6b32fd3 \
-    --hash=sha256:8d0820e8192167f80d88d64038e609c31452eeca865b4e1d9950a27a4609b00b \
-    --hash=sha256:8daafc69c93ee8a0204506a3b6b30f586ef54028f52aeeeb5c4cfc5184fd5914 \
-    --hash=sha256:9037063db01f09b09e237c282b6792bd4da634b5402c4e7f0c61effed7701a04 \
-    --hash=sha256:905a0ed8ea6f2d61c1738835f99b699348d7857379083e5fc497fa0c967a407c \
-    --hash=sha256:90884113d8b48f760e9587002789ddd741e76ab9f89518cd1e43b1f1a52ec44b \
-    --hash=sha256:91a06d2e259ecfbd8c901d70c3c507900458498142b3026a296b7de4d1322cc9 \
-    --hash=sha256:926c9541b14b12b1681dca8a0b75feb510b06c6341b70a8e500c2fdcff837cce \
-    --hash=sha256:9401557acd873c3a7f3eb9383edef8ac4968f9510e340f4808d427e75667e7b4 \
-    --hash=sha256:9551187363ffc0de2a00b2e47c25aeaeb1020b69b668762966df15fc5659dd5a \
-    --hash=sha256:962ccbab7b642487b1d8b7df90ef677e03134cf1fd8880bf698649b22a69371f \
-    --hash=sha256:97e7cf2be5c77b7d1a9713a05605d49460d02c6078d38d8bef3cbe323c548424 \
-    --hash=sha256:9aa768456404a8bf48a4406685ac2bec8e72b62c69313734fa3b73cf33b3a894 \
-    --hash=sha256:9bc519fbf2b7578398853d815009ae5e4d4603d12f4e3f91da8c06852d3da3e9 \
-    --hash=sha256:9d56801be94b86a9da183e5f3766e6310752b99ff647e38b09a9500d88e46e76 \
-    --hash=sha256:9f444c499b3eefd3a92e348059471ea0c3a6e303d9c1cec09fa748fd9f895201 \
-    --hash=sha256:9fa8ae11da9e2b3126c6426f147e0fba88d96d65921799bb30c6abd1cb2c97fb \
-    --hash=sha256:a0f62d0a58f4e7da165457e995725421e0064f2255d8eccebc49f41bbc23b109 \
-    --hash=sha256:a396dcc17e5a0b164dbe026896245a4fa9ff402edca1dff0be3d53a517f74de4 \
-    --hash=sha256:aaa2a54443eff1950ba5ddc6b6ccda0d9c84a364276a62f969bdf2a390650848 \
-    --hash=sha256:ad785e92e6dc634c21555edc8bd6b64957ab844541bcb96a1366c202951ae526 \
-    --hash=sha256:af8244b2bef6aaad6d92cda81372de7f8c8d36c9f0c3ea36e827c60e7d9467a0 \
-    --hash=sha256:b078afbc25f3a1436c7a1d2cd3e322497ee99615ba97c563566fdf46aff1ee01 \
-    --hash=sha256:b2f69dec1725e79a012d920df1707de5caf7ed5e08f3be4435e25803efc47458 \
-    --hash=sha256:b8458003118a712e66286df6a707db01c52c0f52f7db8e4a38f0da1d3b94fc4e \
-    --hash=sha256:bb63e0198ca18aad131c089b9204c23079c3afa95487e561f4c522d519e55aba \
-    --hash=sha256:bfec22eab3c8cc2ceec0248aec886624116dc079afa027ecc8ad4a7e62010f8a \
-    --hash=sha256:c1747f85cee84c26985853c6f3d9bd3e75da5212912443fa111c113b9c246f39 \
-    --hash=sha256:c1b3f518abeca3aa13c712fd202306e145abf59a18b094a6bafb2d2bbf59192c \
-    --hash=sha256:c50f2528cf200c5eed56faf3f4e22fcd5f38c157a8b78576e6ba3168ec35f000 \
-    --hash=sha256:c68fcd102d71ea85c5b2dfac3f4f8476eff42a9e078fd5faefff6d145063536b \
-    --hash=sha256:c7a7bd4e39e8e4c12c39cd480356842b6a8a06e41b23a55a5e3e191718838ddf \
-    --hash=sha256:c94f0688e7b8d0a67abf40e57a7eaaecd17cc9586706a31b76c031f63df052b4 \
-    --hash=sha256:cbaf13819775b7f769bf4a1f066cb6df7a28d4480081a589828ef190226881cd \
-    --hash=sha256:cd2213145bcc2ba85884d0ac63d222fece9209678f77b9b4d76f054c561adb28 \
-    --hash=sha256:ce5c1d2a8b27468f433ca974829c44060b8097eedc39933e3c206a90ee49c4a9 \
-    --hash=sha256:d396ec2b979760aaf3218e76c24e65bd0aca24983298653b3a9d7a45f9e47b30 \
-    --hash=sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983 \
-    --hash=sha256:d80ee3d731373b24cebbc10d689ca4ee1875caf0d5703a245db18efd4dd37fc1 \
-    --hash=sha256:d995260fdf4e1db774581b4900e0f832abe3c7c84996726bbc161b19c8f29e76 \
-    --hash=sha256:da4b951fe36dc7c3a1ccb4e3cd1747c3542b8c9ceede8fc86cae054e764485f5 \
-    --hash=sha256:daa27d92c36f24388fe3ad306b174781c747627f134452e4f128ea00ce1fe8c4 \
-    --hash=sha256:db06ffe51636ffe9ca531fe9023dd64bdd794be8754cb5df57c5498ae5b518a7 \
-    --hash=sha256:e0d65b8c354be7fb5f720c3caa8bc940bc2d20ce749c8e06135f07f8ed95dd7c \
-    --hash=sha256:e68b7a074f65a2fd746c52a7ce6142ab7006074ac269ace0c25cd8ba171f8066 \
-    --hash=sha256:e739fee756ba1010f8bcccb534252e85a35fe45ae92c295a06059ce58b74ccd3 \
-    --hash=sha256:e846ae7835bf0703ae43f534ab79a867146dadd59dc9ca5c8b53d5c8f7c9ef02 \
-    --hash=sha256:e9c26f834c65f5752f3f06cb08cb86a913ceb7274d0db6e267808a708b46bc89 \
-    --hash=sha256:ea793e075b70290d89d8142074262885d3f7da19634845135751bd6344f73b50 \
-    --hash=sha256:f027324c56cd5406ca49c124b0db10e56c69064fec039acc571c29020cc87c76 \
-    --hash=sha256:f13a646d65d09fbf1bc6b3a9635d30095c8e7e5cc419ff35ecc563c5fd04cd49 \
-    --hash=sha256:f47286a97f0bc9b8859519809077b91b2cefe4ae47fcbf5e466a009c1c5d742b \
-    --hash=sha256:f747929cf940cddb5b3668a390056ddd5ba2e5010615ea2dcf4f9c4f3ab8791d \
-    --hash=sha256:f99626688942fb746e545232e7726926f3be91b5975f8b55327665fafda991c7 \
-    --hash=sha256:f9fa868638bf362d3d138ea55829cefb3d5f4b0d7f142234382a15e2485dbec4 \
-    --hash=sha256:fbdb89b3e1c94a30cc5edfce477c6e6a5dc4d8f84665b455c27582f211a1c72c \
-    --hash=sha256:fc010ab034c8c7452522748bf937df58020d256ccae0874463d1f4d01758af8e \
-    --hash=sha256:fc3e9034a63de20e15e8ade85358bc6efc614008cab72898b4b4952bea0509ff \
-    --hash=sha256:fd8b3d9fd264be37976686c7f65cd52a83f5e84f4bfd2adf9c1d469676bbb6ae
+pydantic-core==2.46.5 \
+    --hash=sha256:013d6f3483d81e02e7c328831808f336c8596ee33b4bd4026b9ffb1e960b8942 \
+    --hash=sha256:03b9666e41e35d8909852ba191a0607520f81b74eaf12ccf8737005dbb313821 \
+    --hash=sha256:045ab3b6d308439e32b81cc173bba5b9018bc6ed896afd0c65b3b009b1699af5 \
+    --hash=sha256:0bddb4020d8f04175865ccd17eff3040874fc11fb593f424edb452653b4b947c \
+    --hash=sha256:0cdbada856a1c69a7624a64d3d9aefe79300bd6ef827b43a4f265010b9b55184 \
+    --hash=sha256:0fc5be0abd4a407e200d844b404e33639a554e7bd0d448e7b9ae181be4789ac2 \
+    --hash=sha256:10416c15b8839ecc4ef4d0885da76da6fd0f67333a0eb8aff6d93c4b8f2910fc \
+    --hash=sha256:15f4a94963c95accac15b7b657bb177d3ad82bb90b0d0526d9a9b85079925db5 \
+    --hash=sha256:18a09e1e1011b462f2e32774f25859ef1223d5c2b0546a633cf56654710721e0 \
+    --hash=sha256:193375f3548919d3f0b60936ca113ada3e38f264f91b9b8e0508efaad57be931 \
+    --hash=sha256:1a353f84de772f423b5ffb11d7ae352fbbef0f446f3c0b0af0f8236d7233606e \
+    --hash=sha256:1e449def1945a462c464331254e5a44fca7c3b4f9aedf59ec2f50f8066dd8e25 \
+    --hash=sha256:1e5aad1220a1192c42341c8fd4a8686657e73ab2a920c970bdc4de334fe3193d \
+    --hash=sha256:200aa3dc9f8d54f0754f43247c0bad0999fdcfbfd2488384dd44f37279271fe6 \
+    --hash=sha256:2471fd51c61c610e1dcf7de44d7299283661654d11264ab4802b303368d69c47 \
+    --hash=sha256:24922243639cbdac66c75fcb6fd6495a9cb52b213d62f9a0d16f0310b1ff8038 \
+    --hash=sha256:28a6a556cd3b6066bea827857f9d9cce027c96f776e512f544a581f9e42161f8 \
+    --hash=sha256:2bc9419666990c06d7397831f2126a1ecc3594aaa3ff7de5bf2d066802f4e07b \
+    --hash=sha256:2cbd9a5eff05e51c447c34dfa4632145b26b09120cf04bd0c871e44c1a5e1c9a \
+    --hash=sha256:2d330aaba8621b1edcec8ae2c4050f63b84ccf6d98723a8f212e9684713abf0e \
+    --hash=sha256:2d5d76654becf5efd62c9e51c3756c67b49498b0c9a40884934c40807adbd074 \
+    --hash=sha256:337639ba62a11acde6ef3aeb08c8ea755f8ef1fe5e513356c0f36a2b0d7568b0 \
+    --hash=sha256:347ec774390c87326a2e4929d58d3f7e8763a104d5d35f4cd595a4c952366433 \
+    --hash=sha256:356c8368cbc321050b169595683a2e1d63413b1e0e2868b330af9fc14c616d3f \
+    --hash=sha256:37ae34309d7bd8c0d61ab839668058f2a7962ea1fc51d105d2db228fe0618034 \
+    --hash=sha256:37ea7b83c935e5b0d68c9449b82651accf78a10828b2c02b2f2d9e9496446c21 \
+    --hash=sha256:3a3e26b6a8274211bddee2d0e4d0d42778f17a34510f49d2ec44b58abfc41736 \
+    --hash=sha256:3aa166e99c4f2985407fb8714aebede877ecb5455cf321b606adca926d30d5a0 \
+    --hash=sha256:3d2652072b2d774947ba5cf78a9e59644ac62ee572daf6dd2e1dfe905e15b2b7 \
+    --hash=sha256:40375c2d05acec10323e45dfe2077ac44bc74659008614af5069034e2cfc781c \
+    --hash=sha256:413a717a410d0c817ef5b786a059415550b3794e1d0c2abffd9efb93a3d9f7b4 \
+    --hash=sha256:46c25dda9d092a06c08db76ffe0a197107904d0dfac653f7d5306bbcd6d6119c \
+    --hash=sha256:49776eab08766a08dfff7012f8b422dcd7e25e43b316eedf0477c24fcfa84b7c \
+    --hash=sha256:4d44cf99ddebf875f9b68cc267aa684c99b7b44fe63ee1cac4ec163807290069 \
+    --hash=sha256:4dedce55295becb61921e386b99d4f2706045306e7fa52249a33004c837379fb \
+    --hash=sha256:4f8507560a9284e1370bb048ed4282012fbef4e8d109875b95e884d228552061 \
+    --hash=sha256:4fdc8b93a41521988916eeaa271173fcca7fa0803d62f87675aac8dcec1c8e29 \
+    --hash=sha256:5086029a57366b8cf81b130a43908738095c270c21a8d7f0e8bdfdb89718e2f3 \
+    --hash=sha256:52e24eacdb536cade636aa90fb851835222becff8484b7001fdc78cb0290f2aa \
+    --hash=sha256:53feb344243bb9510a9dec7bf3cf1b64d88a98af5dc7872a5160465f8b198c8e \
+    --hash=sha256:545f26c504b27c3758439a5e6d9349931f0a04f855668d5fe323c89e82300a38 \
+    --hash=sha256:54d510bac3ee52247af28ed4bb18a1e799f040ac60fd2bf5ccd4c92f1fbe786f \
+    --hash=sha256:5cb482e9e84c851f4e623fe4acc1ced89168cf1fe18f7089db4548c8f5bbb65b \
+    --hash=sha256:5e81740c09e310f5aa5cbd3e434a01c154d4bef93241c7877b39f211d2b78ba8 \
+    --hash=sha256:5ee239d575f80b08eca11f6e20f90c4c695de7825c67eefe6091fbf20dda648e \
+    --hash=sha256:5f194189415698233dd1114a093a9b56e61e2c57e11b469be3b0506f46f0771c \
+    --hash=sha256:5f93c5fe914d75fbec9a49209b00da5f08e9e467d69da2b1510c81940cfd10be \
+    --hash=sha256:657b40d6240c0a7b6a64b30f22d1e3aa631c7e846c621b0c0f6d1d75e2e15ea6 \
+    --hash=sha256:6d30e1a4f138b8951063e9a394752a9179b51da288ffa507b1e659222f4c1793 \
+    --hash=sha256:6f7b393a8b3da82f5c1fc0751e6d01ac6c55b93c18226a60bdfba4a724efafd1 \
+    --hash=sha256:701b2e04b560eeb4bddf7a25ab8ca476176e34fdbd9a0e18196f0d12d4685f0b \
+    --hash=sha256:771cf63ae0b1b50dd22e5f3e3549fab5f3f4ff1635d352a9e1a97fe01c7b2e64 \
+    --hash=sha256:79bdfa52f843137045b2d081cc05c120ba6665d29b7559c2c47690906f39279f \
+    --hash=sha256:7ac031912d54f3d83ef3b3eb98dfabc1608802e2202263d25957eeed40b94761 \
+    --hash=sha256:7b0fc826b16c55e561e5d2a0c5c77b051ba1d92808118c4e4b5390f5e0cf191d \
+    --hash=sha256:7c6be839a5a8312626b32029a415644a0846b420bc8b52b95b28cd92da162168 \
+    --hash=sha256:816ff0a6550ffc06c098ccd2e0698600f9aa7da192a79eaa6f9af504a35db869 \
+    --hash=sha256:82a36973cf8a2ef5406f4fe2edbf8ed0c99629535d959e0b100c76a32535a111 \
+    --hash=sha256:837b396ca3d7b74091ca623f6cbd8351bd42d670a79c2683e79fb089f06a2de5 \
+    --hash=sha256:850a08d167dde16db8702c274f320c7be9d7da6f6dff2b58b18f9e815bd94f5b \
+    --hash=sha256:8816f3d218beb4b787de5c9759c259b8fa61f9dec42dc7811f320a33771778b7 \
+    --hash=sha256:892a881d5f68c2b9ea304b7a6c2c60d9343df578a311b0f86b94bc8f1ffe8129 \
+    --hash=sha256:895395f8918627b04efb1ad2a4cf605387143300ba03304cd1dfa6d03f5e095e \
+    --hash=sha256:8b10e3e8fd7ddc2bd915848a2768e44c15b22936f1cc54c462ad1164deb02655 \
+    --hash=sha256:8e24d8f05fa2d28513d94e877e9c75ad66175376209b3977f916e240e623193c \
+    --hash=sha256:8feeac04b5794e513e710af2f9c87d49f31a6dc47967bb264a1fed61a8989bec \
+    --hash=sha256:9432f3598db432cb51c5b37fdbf29a60fcccc79e30d37a05022776a6bc4ab689 \
+    --hash=sha256:976e1128455aa595ea04c79ccfedff1aaeab96ee013fcc916bed120c4f0ad94f \
+    --hash=sha256:978e7b97d4824b5be09c69fb70507cbde3b0323fc147332ca40a94d9a6a0ebbf \
+    --hash=sha256:97bf8de4d541598c94a59344eeb988a94c08ff76b5723c41f6567ec18c7892ea \
+    --hash=sha256:97cf3eb53a8cccacf9d46686a0926186c9bfb5574f2ed66d3639d5fe117cd3a9 \
+    --hash=sha256:9b68938dd5b0c783d88ff8e2dcc69451b5eb936fe212d516b21b9d5567f6d464 \
+    --hash=sha256:9c4b71f10dd532fb7a5cbc8f58707779e64f03a258c2bf8bfbaecfcd9970b519 \
+    --hash=sha256:9f47b8a949e60f027f0aa0a6f6c7b7e9c55cbf4380d10b344e282fa4e7ab1e1b \
+    --hash=sha256:a1dee1b804ff4d11c663636cf15d2ea47e9f79cd56c033fb1cbf08924842a48f \
+    --hash=sha256:a2468d93d181667a7abd66e1b64bb9f76f361b0fef8faddf687456453576f5ee \
+    --hash=sha256:a2a5e1d0ff29adddc9f6d6821a66302e4493f8ca898b715b6b1182c2c201ea0a \
+    --hash=sha256:a39ac25a9a2fa4072efdb429833c4a4c8009a51ff9eea3eeae131713cd27991e \
+    --hash=sha256:a445486499897b88a7d6c310c88ed64dd37b1b59bfd7ae9107490bbb362f47d6 \
+    --hash=sha256:a91c17edf6eea2402cb5457b4c89e99bc5ed1004aa34c4adf1d4258c1a5c22c2 \
+    --hash=sha256:ab4b66edffb32d9e951efb3814bd104b8367a7501b81b955cacb5726d897389f \
+    --hash=sha256:aca6c767f552b21b10f774aeac128e828eafb796adfa1b666a18bf6321453c3a \
+    --hash=sha256:acf8a67ba51f4ca9ddbd0e6b3000a65ac51ab734661778b3e7ba64d99a710f2f \
+    --hash=sha256:b10ec717381bdbfafef34607824db4c91de69ff085e4fca3b2af91b4fa17e68a \
+    --hash=sha256:b49924c73a235e969511bf2aabdff3beebf9820931f646c80274d5d780010c47 \
+    --hash=sha256:b6acfb46a814762367fb7ba0828b0a17d441b92ce249a0e007474c9072662dda \
+    --hash=sha256:b7ca9034437b6022f941f4857459562ee00a560b97e7cce8a0ec5a74fc6766e0 \
+    --hash=sha256:b98134087d9de723658d17a42c7d0da8d6e2ef08015dee7dc93889047315f5e4 \
+    --hash=sha256:b9fe6fb92520e3fd61f2e49000b6911b188824f089b75973ea06d6267f0b476d \
+    --hash=sha256:bce57638e08ac148e5778cce7feb968307a727d66f8e2274a543d0cf0c9ad6a3 \
+    --hash=sha256:c14ad3bdc85ee7f318742c457ca3968a92126d144b15721c759033bfb06296c2 \
+    --hash=sha256:c1c43ad4339643d70ebb8124e1305a7dab423001eff58bb41a0f731adbc98355 \
+    --hash=sha256:c3471e5c4a949c26ec00a77f01df59096aa9495877de76fd60a980f8ee6be461 \
+    --hash=sha256:c583b927a8838dab890706a6fa7573fbb8b70e24000ef9f7238e2d6f6435a5ed \
+    --hash=sha256:c76fe65e607be28c7fd4d56fc3c42b1583aa058ce3408b7ad0fd540171d31f9f \
+    --hash=sha256:c7ea57fc63aa7da93a1bd2d644e6577befae10c52c4e36377635eea1056a74f5 \
+    --hash=sha256:cd5214352ae68f3b5e9af7768bdc5253695ee069675db3480518420b3be881f2 \
+    --hash=sha256:cdbb78909f52b981d3b2d56b97328d71eb0b974c36bd77c920123a7ebb192829 \
+    --hash=sha256:cdc8b74ecc48c0cb1e9607a05ec4e9e88db60a19ffcc9a1d5f9088ede40c8dc0 \
+    --hash=sha256:d0a24b40877af2de4950252be9d21eaf7fb07660f3c2cae1f56c6b599ada5266 \
+    --hash=sha256:d22a945598fb91236b4dd793a6e42e4f3dd7740bb5aace5ebd7d4c08d13bb575 \
+    --hash=sha256:d2f9fc07a8042a8f95925b35c4f04f469707c981fc33245b6ca187cf5d2dd290 \
+    --hash=sha256:d625a186a65201c23a9e3b8ed9c47e90a026e03256608cc91851c6709096844f \
+    --hash=sha256:d925f3d9afd05a8c0fb3a1031463a8d59ebe5e2afad297e29c78be19e13b4e62 \
+    --hash=sha256:e64e88d5585bea9ce95861079de72006c7fa6d3df4e3a3b65ba31eb979c15c9f \
+    --hash=sha256:e652ab17569c94bff5475520f907b7148b8c24036a8ebbe5cf7cf7493d28579a \
+    --hash=sha256:e7b891faeedeafba41b2983e5001a81b6a915b69544c7e7570d1989ce1c36ac7 \
+    --hash=sha256:e80675d75ae2cd14372cb65cad5400d9347a3d3f6c13000183f22dfd027283ed \
+    --hash=sha256:e9c134bb666dd54b778b9fc0d2b50cbb7f979b9e3716f26a88c9ab3b6fc1dd0f \
+    --hash=sha256:eb7d8d0e5886a89a55d2eef490e272fa965a9d57c6b29a5b5088a7997ec2cad1 \
+    --hash=sha256:ecb42011e12ee19cafbc312887cbf3546959fe02fbad44f272d4be5baa997615 \
+    --hash=sha256:ef3fbbf161dc9351a2fe0422e51b129f9e97e42385bd0320b309c15f7d287dd8 \
+    --hash=sha256:efd62a42486f1bda5d24cb4f63d15a3c7768375fe83d36f9417b4ad7a2fb20b3 \
+    --hash=sha256:f077d0b97ab11fa7dcc633fca53515f290bca8a8a633e966d5b6d1879d9ed01a \
+    --hash=sha256:f332f0e72a5a0400141f830744e141bf9f97917878dbe968669e8a7fefea78ff \
+    --hash=sha256:f7b0ec93a2893de856652154d73b7ba622f26fa97726487dcac373de5f4c6084 \
+    --hash=sha256:fa10ef4112775900e7a0661068635eb67b2ab824fbde764de6e0e21982a93db0 \
+    --hash=sha256:fc5d783bd4a2387e97b8a2d5ec781cfb92b3d893bf82370548e99db5915935d3 \
+    --hash=sha256:fc8515076c11f3cfdf4fb142dcca0fe384b1230a3b5415458ac84f3e0903ec13 \
+    --hash=sha256:ff218293c9c806138dca139765e3b067621be52bcd93cdc14c7711be7ddc90a9
     # via pydantic
 pydantic-monty==0.0.18 \
     --hash=sha256:03fccf00fd925b616e0b7ce59c354f3fa1e50eb2d511391e260e28793b5d3b0c \
@@ -2190,11 +2108,12 @@ pydantic-monty==0.0.18 \
     --hash=sha256:f700d2c7139f44ac29f51301c835a23e6c53402984cb23f3e3214e47df7ddaa3 \
     --hash=sha256:f965a62993bd3fe7be94f99c86349d61d987b3d8cc07fb729d7d8af87c7d481d
     # via -r requirements-dev.in
-pydantic-settings==2.14.2 \
-    --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
-    --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
     # via
     #   -r requirements.in
+    #   litellm
     #   mcp
 pygments==2.20.0 \
     --hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
@@ -2218,11 +2137,12 @@ python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
     # via
+    #   botocore
     #   dateparser
     #   htmldate
-python-dotenv==1.2.2 \
-    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
-    --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
+python-dotenv==1.2.3 \
+    --hash=sha256:904552145e8bfed22162c09dab1c2b9b54fefa7b23ba780f4f26ca0316b0f0d9 \
+    --hash=sha256:a20a594dabeaa385725aa239d5244871c143ecb356add8a20fcf23773a6c3a35
     # via
     #   -r requirements.in
     #   litellm
@@ -2571,6 +2491,12 @@ rpds-py==0.30.0 \
     # via
     #   jsonschema
     #   referencing
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
+    # via boto3
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
@@ -2583,10 +2509,6 @@ sniffio==1.3.1 \
     #   google-genai
     #   langsmith
     #   openai
-socksio==1.0.0 \
-    --hash=sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3 \
-    --hash=sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac
-    # via httpx
 sqlite-vec==0.1.9 \
     --hash=sha256:1515727990b49e79bcaf75fdee2ffc7d461f8b66905013231251f1c8938e7786 \
     --hash=sha256:1b62a7f0a060d9475575d4e599bbf94a13d85af896bc1ce86ee80d1b5b48e5fb \
@@ -2598,9 +2520,9 @@ sse-starlette==3.4.6 \
     --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
     --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
-starlette==1.4.1 \
-    --hash=sha256:7d078e0fbefae0d2cecfb80a799d6fb84b1c0c6acd4f14ac79d17d0e7ec27f19 \
-    --hash=sha256:b7332de6e9375593a29ba9eee1e6ecfeb3eb2043e2e19a13b4b71da73ff35540
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
     # via
     #   -r requirements.in
     #   fastapi
@@ -2706,6 +2628,14 @@ trafilatura==2.2.0 \
     --hash=sha256:8c2cabb84066465228d03183fb698ce0b1245b81c58140b8ae0de57fddf3aae7 \
     --hash=sha256:ac43592a6201264dfc4f9c361cbe3eb3fea96e54437010a159d5e7365360ed98
     # via -r requirements.in
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
 typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
     --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
@@ -2745,6 +2675,7 @@ urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
+    #   botocore
     #   courlan
     #   htmldate
     #   requests
@@ -2847,15 +2778,15 @@ uuid-utils==0.17.0 \
     # via
     #   langchain-core
     #   langsmith
-uvicorn==0.52.1 \
-    --hash=sha256:112ec661814189acbccd3f7b86460147cc065fc92c0821afa78918780e4354dd \
-    --hash=sha256:e4403f9d93188cf9d1088e9f40e3acd12630e2df8675316704379a7fc20fff6a
+uvicorn==0.52.4 \
+    --hash=sha256:73acfee47a0b133c5de13d219492d62d8a31e935f4fe6e41a232451a15379f86 \
+    --hash=sha256:f86e41a149d7d05a9969337e3946a9c171c06a5d42680896daaba624aeac8da1
     # via
     #   -r requirements.in
     #   mcp
-wcmatch==11.0 \
-    --hash=sha256:3a5977ace27e075eef67eb03d539563f1a19018b62881949a42932cf66926934 \
-    --hash=sha256:55d95c2447789712774b198ceec72939e88b5618f1f8f0a9b605bf7740b63b96
+wcmatch==11.0.1 \
+    --hash=sha256:1ea2b4fa678b8ca268253798d5963935df39132d47c3e241c0a0732224005e7d \
+    --hash=sha256:fd149ecddb9f0a88ea780017d6dde17c994e494e7f7303d4e3c9d6251f978f4b
     # via
     #   -r requirements.in
     #   deepagents
diff --git a/services/ai-backend/requirements.in b/services/ai-backend/requirements.in
index 0df5050d..dc4a2554 100644
--- a/services/ai-backend/requirements.in
+++ b/services/ai-backend/requirements.in
@@ -21,23 +21,23 @@
 fastapi==0.141.1
 # `from starlette import status` is used directly across runtime_api/ and
 # runtime_adapters/. FastAPI happens to require it; the import is still ours.
-starlette==1.4.1
-uvicorn==0.52.1
-gunicorn==26.0.0
+starlette==1.6.0
+uvicorn==0.52.4
+gunicorn==26.2.0
 httpx==0.28.1
 python-multipart==0.0.32
-pydantic==2.13.4
-pydantic-settings==2.14.2
-python-dotenv==1.2.2
+pydantic==2.13.5
+pydantic-settings==2.15.0
+python-dotenv==1.2.3
 PyYAML==6.0.3
 
 # -- agent runtime ------------------------------------------------------------
-deepagents==0.7.4
-langchain==1.3.14
-langchain-openai==1.4.1
-langchain-anthropic==1.5.4
-langchain-google-genai==4.3.2
-langgraph==1.2.10
+deepagents==0.7.13
+langchain==1.4.0
+langchain-openai==1.6.0
+langchain-anthropic==1.7.1
+langchain-google-genai==4.4.0
+langgraph==1.2.11
 # SQLite-backed LangGraph checkpointer for the single_user_desktop file store
 # (durable graph/approval continuation across worker restart). Desktop path
 # only; postgres/in-memory keep InMemorySaver.
@@ -55,8 +55,8 @@ openai==2.53.0
 anthropic==0.120.2
 # Upstream authority for provider model metadata, pricing, and preflight token
 # counting. Never replaced by a locally-maintained per-model catalog.
-litellm==1.95.0
-ddgs==9.14.4
+litellm==1.99.0
+ddgs==9.16.0
 # Main-content extraction for `web_search` (PRD local-search-extraction, S1).
 # Search gives us four URLs; this turns each page into the article text a
 # snippet-anchored window can be cut from. Without it the whole extraction path
@@ -68,9 +68,9 @@ trafilatura==2.2.0
 
 # -- crypto / filesystem ------------------------------------------------------
 # Ed25519 verification for run-control releases and workspace attestation.
-cryptography==50.0.0
+cryptography==50.0.1
 # `from wcmatch import glob` in capabilities/desktop/agent_scratch.py.
-wcmatch==11.0
+wcmatch==11.0.1
 
 # -- telemetry ----------------------------------------------------------------
 opentelemetry-api==1.44.0
diff --git a/services/ai-backend/requirements.txt b/services/ai-backend/requirements.txt
index f6240e61..d5452347 100644
--- a/services/ai-backend/requirements.txt
+++ b/services/ai-backend/requirements.txt
@@ -160,6 +160,7 @@ anyio==4.14.2 \
     #   anthropic
     #   google-genai
     #   httpx
+    #   httpx2
     #   langsmith
     #   mcp
     #   openai
@@ -180,118 +181,31 @@ babel==2.18.0 \
     --hash=sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d \
     --hash=sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35
     # via courlan
+boto3==1.43.89 \
+    --hash=sha256:c28abbe472e9b7cad08807356311aeec51bde5218c18489da827045d2267bfd9 \
+    --hash=sha256:c28abbe472e9b7cad08807356311aeec51bde5218c18489da827045d2267bfd9 \
+    --hash=sha256:fe4190afe63eb562b6ba6a3911cf4427473b35fa047adde093bf696d3ae09fc0 \
+    --hash=sha256:fe4190afe63eb562b6ba6a3911cf4427473b35fa047adde093bf696d3ae09fc0
+    # via litellm
+botocore==1.43.89 \
+    --hash=sha256:d7211220c815427fe71225acc6909e4ab5dfab3b03770e72fd16cf9eb86b3d1a \
+    --hash=sha256:d7211220c815427fe71225acc6909e4ab5dfab3b03770e72fd16cf9eb86b3d1a \
+    --hash=sha256:f0574942970742657b0e0716cf08c2dfe6bef8e6de5fbb7081c3424e262b4cca \
+    --hash=sha256:f0574942970742657b0e0716cf08c2dfe6bef8e6de5fbb7081c3424e262b4cca
+    # via
+    #   boto3
+    #   s3transfer
 bracex==3.0 \
     --hash=sha256:3833e61c2f092d5aa0468fa2e6c6e990a306185abf763b6d122f0158e59c58a5 \
     --hash=sha256:b73f718d6bd98d8419e45df02426c86e9967c179949f779340d6c3a8c83b9111
     # via wcmatch
-brotli==1.2.0 \
-    --hash=sha256:022426c9e99fd65d9475dce5c195526f04bb8be8907607e27e747893f6ee3e24 \
-    --hash=sha256:072e7624b1fc4d601036ab3f4f27942ef772887e876beff0301d261210bca97f \
-    --hash=sha256:09ac247501d1909e9ee47d309be760c89c990defbb2e0240845c892ea5ff0de4 \
-    --hash=sha256:0bbd5b5ccd157ae7913750476d48099aaf507a79841c0d04a9db4415b14842de \
-    --hash=sha256:0cf8c3b8ba93d496b2fae778039e2f5ecc7cff99df84df337ca31d8f2252896c \
-    --hash=sha256:14ef29fc5f310d34fc7696426071067462c9292ed98b5ff5a27ac70a200e5470 \
-    --hash=sha256:15b33fe93cedc4caaff8a0bd1eb7e3dab1c61bb22a0bf5bdfdfd97cd7da79744 \
-    --hash=sha256:1b1d6a4efedd53671c793be6dd760fcf2107da3a52331ad9ea429edf0902f27a \
-    --hash=sha256:1b557b29782a643420e08d75aea889462a4a8796e9a6cf5621ab05a3f7da8ef2 \
-    --hash=sha256:1b71754d5b6eda54d16fbbed7fce2d8bc6c052a1b91a35c320247946ee103502 \
-    --hash=sha256:1ce223652fd4ed3eb2b7f78fbea31c52314baecfac68db44037bb4167062a937 \
-    --hash=sha256:1e68cdf321ad05797ee41d1d09169e09d40fdf51a725bb148bff892ce04583d7 \
-    --hash=sha256:260d3692396e1895c5034f204f0db022c056f9e2ac841593a4cf9426e2a3faca \
-    --hash=sha256:26e8d3ecb0ee458a9804f47f21b74845cc823fd1bb19f02272be70774f56e2a6 \
-    --hash=sha256:2881416badd2a88a7a14d981c103a52a23a276a553a8aacc1346c2ff47c8dc17 \
-    --hash=sha256:29b7e6716ee4ea0c59e3b241f682204105f7da084d6254ec61886508efeb43bc \
-    --hash=sha256:2a7f1d03727130fc875448b65b127a9ec5d06d19d0148e7554384229706f9d1b \
-    --hash=sha256:2d39b54b968f4b49b5e845758e202b1035f948b0561ff5e6385e855c96625971 \
-    --hash=sha256:2e1ad3fda65ae0d93fec742a128d72e145c9c7a99ee2fcd667785d99eb25a7fe \
-    --hash=sha256:3173e1e57cebb6d1de186e46b5680afbd82fd4301d7b2465beebe83ed317066d \
-    --hash=sha256:3219bd9e69868e57183316ee19c84e03e8f8b5a1d1f2667e1aa8c2f91cb061ac \
-    --hash=sha256:350c8348f0e76fff0a0fd6c26755d2653863279d086d3aa2c290a6a7251135dd \
-    --hash=sha256:35d382625778834a7f3061b15423919aa03e4f5da34ac8e02c074e4b75ab4f84 \
-    --hash=sha256:3b90b767916ac44e93a8e28ce6adf8d551e43affb512f2377c732d486ac6514e \
-    --hash=sha256:3e1b35d56856f3ed326b140d3c6d9db91740f22e14b06e840fe4bb1923439a18 \
-    --hash=sha256:3ebe801e0f4e56d17cd386ca6600573e3706ce1845376307f5d2cbd32149b69a \
-    --hash=sha256:3f3c908bcc404c90c77d5a073e55271a0a498f4e0756e48127c35d91cf155947 \
-    --hash=sha256:40d918bce2b427a0c4ba189df7a006ac0c7277c180aee4617d99e9ccaaf59e6a \
-    --hash=sha256:465a0d012b3d3e4f1d6146ea019b5c11e3e87f03d1676da1cc3833462e672fb0 \
-    --hash=sha256:4735a10f738cb5516905a121f32b24ce196ab82cfc1e4ba2e3ad1b371085fd46 \
-    --hash=sha256:4ecdb3b6dc36e6d6e14d3a1bdc6c1057c8cbf80db04031d566eb6080ce283a48 \
-    --hash=sha256:50b1b799f45da91292ffaa21a473ab3a3054fa78560e8ff67082a185274431c8 \
-    --hash=sha256:54a50a9dad16b32136b2241ddea9e4df159b41247b2ce6aac0b3276a66a8f1e5 \
-    --hash=sha256:5732eff8973dd995549a18ecbd8acd692ac611c5c0bb3f59fa3541ae27b33be3 \
-    --hash=sha256:598e88c736f63a0efec8363f9eb34e5b5536b7b6b1821e401afcb501d881f59a \
-    --hash=sha256:640fe199048f24c474ec6f3eae67c48d286de12911110437a36a87d7c89573a6 \
-    --hash=sha256:66c02c187ad250513c2f4fce973ef402d22f80e0adce734ee4e4efd657b6cb64 \
-    --hash=sha256:67a91c5187e1eec76a61625c77a6c8c785650f5b576ca732bd33ef58b0dff49c \
-    --hash=sha256:6be67c19e0b0c56365c6a76e393b932fb0e78b3b56b711d180dd7013cb1fd984 \
-    --hash=sha256:6c12dad5cd04530323e723787ff762bac749a7b256a5bece32b2243dd5c27b21 \
-    --hash=sha256:71a66c1c9be66595d628467401d5976158c97888c2c9379c034e1e2312c5b4f5 \
-    --hash=sha256:7274942e69b17f9cef76691bcf38f2b2d4c8a5f5dba6ec10958363dcb3308a0a \
-    --hash=sha256:7547369c4392b47d30a3467fe8c3330b4f2e0f7730e45e3103d7d636678a808b \
-    --hash=sha256:7a47ce5c2288702e09dc22a44d0ee6152f2c7eda97b3c8482d826a1f3cfc7da7 \
-    --hash=sha256:7a61c06b334bd99bc5ae84f1eeb36bfe01400264b3c352f968c6e30a10f9d08b \
-    --hash=sha256:7ad8cec81f34edf44a1c6a7edf28e7b7806dfb8886e371d95dcf789ccd4e4982 \
-    --hash=sha256:7e9053f5fb4e0dfab89243079b3e217f2aea4085e4d58c5c06115fc34823707f \
-    --hash=sha256:7fa18d65a213abcfbb2f6cafbb4c58863a8bd6f2103d65203c520ac117d1944b \
-    --hash=sha256:81da1b229b1889f25adadc929aeb9dbc4e922bd18561b65b08dd9343cfccca84 \
-    --hash=sha256:82676c2781ecf0ab23833796062786db04648b7aae8be139f6b8065e5e7b1518 \
-    --hash=sha256:832c115a020e463c2f67664560449a7bea26b0c1fdd690352addad6d0a08714d \
-    --hash=sha256:844a8ceb8483fefafc412f85c14f2aae2fb69567bf2a0de53cdb88b73e7c43ae \
-    --hash=sha256:865cedc7c7c303df5fad14a57bc5db1d4f4f9b2b4d0a7523ddd206f00c121a16 \
-    --hash=sha256:88ef7d55b7bcf3331572634c3fd0ed327d237ceb9be6066810d39020a3ebac7a \
-    --hash=sha256:898be2be399c221d2671d29eed26b6b2713a02c2119168ed914e7d00ceadb56f \
-    --hash=sha256:8d4f47f284bdd28629481c97b5f29ad67544fa258d9091a6ed1fda47c7347cd1 \
-    --hash=sha256:92edab1e2fd6cd5ca605f57d4545b6599ced5dea0fd90b2bcdf8b247a12bd190 \
-    --hash=sha256:9322b9f8656782414b37e6af884146869d46ab85158201d82bab9abbcb971dc7 \
-    --hash=sha256:95db242754c21a88a79e01504912e537808504465974ebb92931cfca2510469e \
-    --hash=sha256:963a08f3bebd8b75ac57661045402da15991468a621f014be54e50f53a58d19e \
-    --hash=sha256:96fbe82a58cdb2f872fa5d87dedc8477a12993626c446de794ea025bbda625ea \
-    --hash=sha256:99cfa69813d79492f0e5d52a20fd18395bc82e671d5d40bd5a91d13e75e468e8 \
-    --hash=sha256:9c79f57faa25d97900bfb119480806d783fba83cd09ee0b33c17623935b05fa3 \
-    --hash=sha256:9e5825ba2c9998375530504578fd4d5d1059d09621a02065d1b6bfc41a8e05ab \
-    --hash=sha256:9fe11467c42c133f38d42289d0861b6b4f9da31e8087ca2c0d7ebb4543625526 \
-    --hash=sha256:a1778532b978d2536e79c05dac2d8cd857f6c55cd0c95ace5b03740824e0e2f1 \
-    --hash=sha256:a387225a67f619bf16bd504c37655930f910eb03675730fc2ad69d3d8b5e7e92 \
-    --hash=sha256:a56ef534b66a749759ebd091c19c03ef81eb8cd96f0d1d16b59127eaf1b97a12 \
-    --hash=sha256:aa47441fa3026543513139cb8926a92a8e305ee9c71a6209ef7a97d91640ea03 \
-    --hash=sha256:ac27a70bda257ae3f380ec8310b0a06680236bea547756c277b5dfe55a2452a8 \
-    --hash=sha256:acec55bb7c90f1dfc476126f9711a8e81c9af7fb617409a9ee2953115343f08d \
-    --hash=sha256:adedc4a67e15327dfdd04884873c6d5a01d3e3b6f61406f99b1ed4865a2f6d28 \
-    --hash=sha256:af43b8711a8264bb4e7d6d9a6d004c3a2019c04c01127a868709ec29962b6036 \
-    --hash=sha256:b232029d100d393ae3c603c8ffd7e3fe6f798c5e28ddca5feabb8e8fdb732997 \
-    --hash=sha256:b35c13ce241abdd44cb8ca70683f20c0c079728a36a996297adb5334adfc1c44 \
-    --hash=sha256:b63daa43d82f0cdabf98dee215b375b4058cce72871fd07934f179885aad16e8 \
-    --hash=sha256:b908d1a7b28bc72dfb743be0d4d3f8931f8309f810af66c906ae6cd4127c93cb \
-    --hash=sha256:ba76177fd318ab7b3b9bf6522be5e84c2ae798754b6cc028665490f6e66b5533 \
-    --hash=sha256:bba6e7e6cfe1e6cb6eb0b7c2736a6059461de1fa2c0ad26cf845de6c078d16c8 \
-    --hash=sha256:c0d6770111d1879881432f81c369de5cde6e9467be7c682a983747ec800544e2 \
-    --hash=sha256:c16ab1ef7bb55651f5836e8e62db1f711d55b82ea08c3b8083ff037157171a69 \
-    --hash=sha256:c1702888c9f3383cc2f09eb3e88b8babf5965a54afb79649458ec7c3c7a63e96 \
-    --hash=sha256:c25332657dee6052ca470626f18349fc1fe8855a56218e19bd7a8c6ad4952c49 \
-    --hash=sha256:c8565e3cdc1808b1a34714b553b262c5de5fbda202285782173ec137fd13709f \
-    --hash=sha256:cf9cba6f5b78a2071ec6fb1e7bd39acf35071d90a81231d67e92d637776a6a63 \
-    --hash=sha256:d206a36b4140fbb5373bf1eb73fb9de589bb06afd0d22376de23c5e91d0ab35f \
-    --hash=sha256:d2d085ded05278d1c7f65560aae97b3160aeb2ea2c0b3e26204856beccb60888 \
-    --hash=sha256:d8c05b1dfb61af28ef37624385b0029df902ca896a639881f594060b30ffc9a7 \
-    --hash=sha256:e310f77e41941c13340a95976fe66a8a95b01e783d430eeaf7a2f87e0a57dd0a \
-    --hash=sha256:e7c0af964e0b4e3412a0ebf341ea26ec767fa0b4cf81abb5e897c9338b5ad6a3 \
-    --hash=sha256:e80a28f2b150774844c8b454dd288be90d76ba6109670fe33d7ff54d96eb5cb8 \
-    --hash=sha256:e813da3d2d865e9793ef681d3a6b66fa4b7c19244a45b817d0cceda67e615990 \
-    --hash=sha256:e85190da223337a6b7431d92c799fca3e2982abd44e7b8dec69938dcc81c8e9e \
-    --hash=sha256:e99befa0b48f3cd293dafeacdd0d191804d105d279e0b387a32054c1180f3161 \
-    --hash=sha256:eda5a6d042c698e28bda2507a89b16555b9aa954ef1d750e1c20473481aff675 \
-    --hash=sha256:ef87b8ab2704da227e83a246356a2b179ef826f550f794b2c52cddb4efbd0196 \
-    --hash=sha256:f16dace5e4d3596eaeb8af334b4d2c820d34b8278da633ce4a00020b2eac981c \
-    --hash=sha256:f8d635cafbbb0c61327f942df2e3f474dde1cff16c3cd0580564774eaba1ee13 \
-    --hash=sha256:fc1530af5c3c275b8524f2e24841cbe2599d74462455e9bae5109e9ff42e9361 \
-    --hash=sha256:ff09cd8c5eec3b9d02d2408db41be150d8891c5566addce57513bf546e3d6c6d
-    # via httpx
 certifi==2026.6.17 \
     --hash=sha256:024c88eeec92ca068db80f02b8b07c9cef7b9fe261d1d535abfd5abd6f6af432 \
     --hash=sha256:2227dcbaafe0d2f59279d1762ddddc37783ed4354594f194ffc31d20f41fc3db
     # via
     #   httpcore
     #   httpx
+    #   langchain-openai
     #   requests
     #   trafilatura
 cffi==2.1.0 \
@@ -506,53 +420,53 @@ courlan==1.4.0 \
     --hash=sha256:ad1dbdefd912ca7238d4607dc855df5df097f56bac175dd662c84eed3802f49e \
     --hash=sha256:fbbac7b7fcde2195ea08e707609503c81cf39c891e8d26cdb1fed4585782d63d
     # via trafilatura
-cryptography==50.0.0 \
-    --hash=sha256:031e2d5dd4bb9caa3ca9c82e5a197fd8ae680232cee62603d1a813f3f07e3d03 \
-    --hash=sha256:06a32a980526a6ab9a4b9bf8f7385800791e2bb960903cb6b530e4817509a3b7 \
-    --hash=sha256:07479a1cb08219ab719147e742e76090c9c773321959bb94946fffdd397a6437 \
-    --hash=sha256:07949c449a1abcf60d1ee6e88956d89404c7df3c8258f46589e912988e551987 \
-    --hash=sha256:105110f43a471dbd0060b9c9516cb8a6a79233631a04cc2ba16f28323ac6e025 \
-    --hash=sha256:11b74db56cdbe3cdee6e3f6982ecb70334fa10dce99ed58bf7894aaaa3b2a037 \
-    --hash=sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269 \
-    --hash=sha256:1489e263a8048bb8b6a8bac662eb2d402ea5d2b7b4699b72f385f1e2772db105 \
-    --hash=sha256:19736989797678c6af1e55cd49055cdbcb55d8f6b5583ac5335f933aba9101dc \
-    --hash=sha256:1b4a266766514614f8aa60416e71f2fc6e575d36e7bdc90f644fadb2f4b75b95 \
-    --hash=sha256:2a8183b489dc1f7f80f135780fadc1108f14b31b8a40411c7a5b17425f65f28b \
-    --hash=sha256:37fdb0d0111f1e2ff07139dfb79f1b49531f8e213c46f1163dd7642979b58c47 \
-    --hash=sha256:3f5735ffe4996d28b809371756219f5354864902a3b9e7c0b9ee87041209fc9c \
-    --hash=sha256:49e7d93abdbd2990caced757e5fade25302f719c3c8fb6e6fff2dde98999fc41 \
-    --hash=sha256:5e34edd123674534acd70147f0ca331eaa2c74e6325fb2028c886aa26ba0b68c \
-    --hash=sha256:62598a8a57f815db4c6259a4e97d857dab56697e7de8e8ab02352ab74da1995d \
-    --hash=sha256:65c2c3add92b45fd0709db8594536aea39c2a67af0e27ffcf049c498501140b7 \
-    --hash=sha256:6ba6a53445bd3cfa809ef3ef5f1589aa6ba08784a1d962bf47d0940e871dab1c \
-    --hash=sha256:6e7d61120573a7f2cd94cc095f9e81f6967c61ccdf194285aa143ecec8e0b708 \
-    --hash=sha256:7cec5b856506da6defb290f30c9ee687d5f5e8cb0bd3f6459dde43b0b4fa40ef \
-    --hash=sha256:80b63928fa35083b33966ce1efb70e5b9607181e49dcd1c22c8c005e319f667f \
-    --hash=sha256:82148ec5bddac30b51a5b3c1945075f896fa022cb93f8e4a01e9f6ee95292c5f \
-    --hash=sha256:828743d939e9629bc267b8e2d08d8bb67cd4319c771a33d4b18b22dd8fb7440a \
-    --hash=sha256:8d89f3976b10b4ce31118de72329025f70d2c6ead14a8217c5514dd2c6d5a78f \
-    --hash=sha256:8eb5e1172eb569ea8a872796576e6a67c276351728b6455d5beb01242b027c6a \
-    --hash=sha256:900131fafd8aead39ac7dd3a7e833be754c17a95cfd91221636949fe4eb0aa8a \
-    --hash=sha256:910d11e1a385c654bf738bf3e6b8e6ed5de0f5610fcae2be9e5b398d8081d20e \
-    --hash=sha256:910e1d2668e7de9648f2bcee30e180db2a6b15c30f887d7c4c93ddf96e3992e3 \
-    --hash=sha256:9aa87839c383bdbab6ef865787a1fb877af8dd03464c4400322726feaaadfc6d \
-    --hash=sha256:a1b30560f2acc95aa8b2e06e716a13dbfc97314747b80d9707e307f77b40d6b3 \
-    --hash=sha256:a91296cb61e8df6f86d0c19cc4068228da256bf59bf86049fbd821084565327f \
-    --hash=sha256:b42a28c1844fd9de8f3f7d540e36b66f3a9c83fceac7170ebc7a6a19edd9dcae \
-    --hash=sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30 \
-    --hash=sha256:c87f62a3d3b9888ed0fdde100ec06aa61ca9cd44bad9057d1dff9a516b5f5bb9 \
-    --hash=sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9 \
-    --hash=sha256:ccdc4a71a4dabae05de219404f9f4abc38e3b58422177ff93d0da05967dafa07 \
-    --hash=sha256:d24fead1d4d076e1bfb006dcec392074a3cd8d7b4fc8a595aa64073b2b7a96ba \
-    --hash=sha256:d58c3db7cd6eed54e6c06744db55456b65ebd7492ddeae9c1e93cfca7aa857d3 \
-    --hash=sha256:d764dcf130c428ef66786f866dd750f53182bc608813489915e9fc106bb0c82f \
-    --hash=sha256:df2a58a472f332225671c35b0a830208b86d004f82baa8530fa3782c85646533 \
-    --hash=sha256:e722f16708d854fe924790e051061f6704a472c3bac347b6fd88033ea8dd0dc5 \
-    --hash=sha256:ecfed7367f965a0328cfbdd70da860f15441f002f613185668c6e6ebf5a0ac11 \
-    --hash=sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9 \
-    --hash=sha256:f59e38625469987d7ef6d495323c55e7db6c212eaf6112267e0d3b565a2e9c9f \
-    --hash=sha256:f89831ef99dd7dd169ab06d63a831adb9e20a87aac6d380266bbda5823349169 \
-    --hash=sha256:fd9192b7b70c573d7f214eb1ae35e00d359f6f5e4b27c7e21e30de1fc6204645
+cryptography==50.0.1 \
+    --hash=sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71 \
+    --hash=sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23 \
+    --hash=sha256:16c5ecd954b3330ebfb6605eca4fd952da8bef376551d5cc264534e3770a9ee6 \
+    --hash=sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e \
+    --hash=sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361 \
+    --hash=sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054 \
+    --hash=sha256:30a125032e5642a21ff816e021152bd4e7e94f03eff3f4b7fca41cd22bc3110f \
+    --hash=sha256:330fbb252391c596f1ae42c5754449dc924e6ad012dca8efe0d703f9f2d12ec6 \
+    --hash=sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49 \
+    --hash=sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5 \
+    --hash=sha256:42be3bb70596b3abe4ac097b75be223e8b3ab614a0e5de068e3dcc54d71d6149 \
+    --hash=sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88 \
+    --hash=sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad \
+    --hash=sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a \
+    --hash=sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f \
+    --hash=sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2 \
+    --hash=sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20 \
+    --hash=sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45 \
+    --hash=sha256:5fe939deeb161024a6be98229c953b6591fef1f41214497a78fe793a244c017f \
+    --hash=sha256:693c99b49bd37d0d096e4334c10232c77248c415b98d35236094cdf96d57258b \
+    --hash=sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527 \
+    --hash=sha256:79bf008d1f9af6071c797ad133e39915dfee7614f18f18f4db9072eb715064a3 \
+    --hash=sha256:804728ce710890870f3aaa344b2e161172d258d768ac139d02cfd9092d0d94e6 \
+    --hash=sha256:8921d58f426793c5f1b47f0b59575780de9a095214958d0eb37d909593db8367 \
+    --hash=sha256:8df2de9102026855887e4587084f6eabd80ed0f345b8ad8a7ac27ab9bf4723e0 \
+    --hash=sha256:9cb3cb952cf5a8abd50c782a98a89d71699715e802fe349704b47f2425b42a94 \
+    --hash=sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239 \
+    --hash=sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b \
+    --hash=sha256:a0b1a59e3a089064a0ec309e9428c8e3ae4e161419d20ac33600767e83fc658a \
+    --hash=sha256:a255449073358275b64b67d3f595f268bbef70e72b6edb65e0c70c735bf739c9 \
+    --hash=sha256:a8f40ea47330e71b594a7e246898f93177c259490c63183dbaf9e571d71ed9a5 \
+    --hash=sha256:ac02b07824d4d1001bd4367599f839c19cb171924c796e52c23508ac14c2c0cc \
+    --hash=sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648 \
+    --hash=sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986 \
+    --hash=sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959 \
+    --hash=sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0 \
+    --hash=sha256:cbf74a81765ee67413503ca6e26dcc4f6f5a519822436cc0a1b97aab6c1b8a17 \
+    --hash=sha256:d63ae8f6481fec907ac0f588eee8a90aefde112c633131fe540e5711ddbb5a4e \
+    --hash=sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733 \
+    --hash=sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f \
+    --hash=sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8 \
+    --hash=sha256:f74455bb086a85d5e81246412602aaa97ed095e504cd40dd261ef50be42205bf \
+    --hash=sha256:fb4b9672d389c738b175c4166e78310f8a70358886aacd9173ee03a85ffdc671 \
+    --hash=sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80 \
+    --hash=sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558 \
+    --hash=sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef
     # via
     #   -r requirements.in
     #   google-auth
@@ -561,13 +475,13 @@ dateparser==1.4.1 \
     --hash=sha256:f25d4e051a84be27a35bd297e3e1dc59ff78373701b89be352ba80372d22d0d0 \
     --hash=sha256:f265df13c0380e2e07543ba74b67c0681aaa1096981ffcd35227e1aa0cb81c7c
     # via htmldate
-ddgs==9.14.4 \
-    --hash=sha256:acb084c34bf1110c974caf7e5e5a2c1973beb4bd9e170bfd191fe5ed2d2b2d6c \
-    --hash=sha256:f7b118a2b709a9e9c04a1dca6e96b98c25d4dfaca1a4b0a244d74454fcca48ef
+ddgs==9.16.0 \
+    --hash=sha256:161ca8e78ea08d40cd3f83fb12279b49322ffb342d981368bfa39bed9847d874 \
+    --hash=sha256:175d9198c958a263f51a06a54368ba0b41294942c0cd29f4aa71be03dbcd5f4a
     # via -r requirements.in
-deepagents==0.7.4 \
-    --hash=sha256:473d25ef03e00b07979afee9dcca7dc16b0b6e1c3924535881858d97e68ebdf8 \
-    --hash=sha256:5694afae05957e7559f1a3aca4b582638b7d46300b72c7a9ce09f0968855d5cd
+deepagents==0.7.13 \
+    --hash=sha256:99fc1855b1387c1c6e6035ba3600edbd933f59c39a4863ef3a7d5a0272ea67ab \
+    --hash=sha256:d717ee8ee092a91c475a6124ed578d5e4154d54120769a1081bfe1aece87c248
     # via -r requirements.in
 distro==1.9.0 \
     --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \
@@ -581,10 +495,6 @@ docstring-parser==0.18.0 \
     --hash=sha256:292510982205c12b1248696f44959db3cdd1740237a968ea1e2e7a900eeb2015 \
     --hash=sha256:b3fcbed555c47d8479be0796ef7e19c2670d428d72e96da63f3a40122860374b
     # via anthropic
-fake-useragent==2.2.0 \
-    --hash=sha256:4e6ab6571e40cc086d788523cf9e018f618d07f9050f822ff409a4dfe17c16b2 \
-    --hash=sha256:67f35ca4d847b0d298187443aaf020413746e56acd985a611908c73dba2daa24
-    # via ddgs
 fastapi==0.141.1 \
     --hash=sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3 \
     --hash=sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1
@@ -819,9 +729,9 @@ google-auth[requests]==2.56.0 \
     --hash=sha256:6e88c10217e07a92bfd01cac8ee99e32ccfb08414c3102e6c5b8d58f37a0d1e0 \
     --hash=sha256:f90fa030b569a92654b9d690665a073841df33d57487be53db583a9a0867a553
     # via google-genai
-google-genai==2.16.0 \
-    --hash=sha256:c4c2524926001b18073db927a5d75bb7c8be7b5fd13ab507d599f51fff2284c5 \
-    --hash=sha256:f9eda6a7a3dd4491a0d2253c4bdd4536462d63838ed3f1b0e4fb9a0eb8f43331
+google-genai==2.22.0 \
+    --hash=sha256:9fa3b5d9ddb635005d8ab2d6206fb2b3d7204b66965bbce7de13ecd1a866ebcd \
+    --hash=sha256:c514001c45470cc0a942440ae1b8215445d12bfb6c373aac94637127e1f74ec6
     # via langchain-google-genai
 googleapis-common-protos==1.75.0 \
     --hash=sha256:53a062ff3c32552fbd62c11fe23768b78e4ddf0494d5e5fd97d3f4689c75fbbd \
@@ -880,20 +790,17 @@ grpcio==1.82.1 \
     --hash=sha256:f853eae07235a51a27bb5d6a9a175a59ca55dc9b99edc6ce2f76f07332d333ae \
     --hash=sha256:ff99bc8cafb6a952201c37b995f425e641c93ffa6e072258525feab57290141d
     # via opentelemetry-exporter-otlp-proto-grpc
-gunicorn==26.0.0 \
-    --hash=sha256:40233d26a5f0d1872916188c276e21641155111c2853f0c2cd55260aec0d24fc \
-    --hash=sha256:ca9346f85e3a4aeeb64d491045c16b9a35647abd37ea15efe53080eb8b090baf
+gunicorn==26.2.0 \
+    --hash=sha256:62b864895d9ebff0b2f9867ba04fe811c93121596540830c9c916d0769668447 \
+    --hash=sha256:bd249d0b3f7972f7432f0a6b6ff3b3ee2d129f70cd1ff6c09a9dd9e29a2b88e3
     # via -r requirements.in
 h11==0.16.0 \
     --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \
     --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86
     # via
     #   httpcore
+    #   httpcore2
     #   uvicorn
-h2==4.4.1 \
-    --hash=sha256:0e25f1462b23c9cb82d9eb02e28bc706dac2a68cb457c6a0d74d63c8a2a5d0e6 \
-    --hash=sha256:4e866ffb1a869ae14dd9b5e6beb5c24a13da0495ad72b65925ded182521c1516
-    # via httpx
 hf-xet==1.5.2 \
     --hash=sha256:045f84440c55cdeb659cf1a1dd48c77bcd0d2e93632e2fea8f2c3bdee79f38ed \
     --hash=sha256:1da28519496eb7c8094c11e4d25509b4a468457a0302d58136099db2fd9a671d \
@@ -913,10 +820,6 @@ hf-xet==1.5.2 \
     --hash=sha256:f922b8f5fb84f1dd3d7ab7a1316354a1bca9b1c73ecfc19c76e51a2a49d29799 \
     --hash=sha256:fd3add255549e8ef58fa35b2e42dc016961c050600444e7d77d030ba6b57120e
     # via huggingface-hub
-hpack==4.2.0 \
-    --hash=sha256:0895cfa3b5531fc65fe439c05eb65144f123bf7a394fcaa56aa423548d8e45c0 \
-    --hash=sha256:858ac0b02280fa582b5080d68db0899c62a80375e0e5413a74970c5e518b6986
-    # via h2
 htmldate==1.10.0 \
     --hash=sha256:9211dae35ab94147c8ed9e5fc2c9287a5cf31d2394cb7857e7f5dd814eb2aad6 \
     --hash=sha256:a38df10772ab5d7dbb11896e3f6a852a8491fb1b0965465bc174e23fc2baae58
@@ -925,17 +828,22 @@ httpcore==1.0.9 \
     --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \
     --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8
     # via httpx
-httpx[brotli,http2,socks]==0.28.1 \
+httpcore2==2.12.0 \
+    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
+    --hash=sha256:7e04258ce01013d7d615e5b910a3b27fac937d7a95038227e79652b4ba3b4ceb \
+    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648 \
+    --hash=sha256:9293522bba0aa7c4c8e9e3f040c16575bd8868e155a77fa30c7a9085a5eae648
+    # via httpx2
+httpx==0.28.1 \
     --hash=sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc \
     --hash=sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad
     # via
     #   -r requirements.in
     #   anthropic
-    #   ddgs
     #   google-genai
     #   huggingface-hub
+    #   langchain-core
     #   langgraph-sdk
-    #   langsmith
     #   litellm
     #   mcp
     #   openai
@@ -943,20 +851,23 @@ httpx-sse==0.4.3 \
     --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \
     --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d
     # via mcp
+httpx2==2.12.0 \
+    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
+    --hash=sha256:7631fe9887a8a2275f4a2540e053aa670fcc50742864a9ae7c66e609fdcf12cf \
+    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36 \
+    --hash=sha256:cc8b6eecb8661c146b8f89a60e97456ee086e91a784ed31ac450c3a9e613dd36
+    # via langsmith
 huggingface-hub==1.26.0 \
     --hash=sha256:c8cd4e2df1ba9402f77fce9b509ec1d52debb502551789473f34016acc14e361 \
     --hash=sha256:e8cca670caa5d8dfa7e45bf45e86b466698198cd8150c021bcdb4a86b9252364
     # via tokenizers
-hyperframe==6.1.0 \
-    --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \
-    --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08
-    # via h2
 idna==3.18 \
     --hash=sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2 \
     --hash=sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848
     # via
     #   anyio
     #   httpx
+    #   httpx2
     #   requests
     #   yarl
 importlib-metadata==8.7.0 \
@@ -1076,6 +987,14 @@ jiter==0.16.0 \
     # via
     #   anthropic
     #   openai
+jmespath==1.1.0 \
+    --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
+    --hash=sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d \
+    --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64 \
+    --hash=sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64
+    # via
+    #   boto3
+    #   botocore
 jsonpatch==1.33 \
     --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade \
     --hash=sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c
@@ -1098,21 +1017,21 @@ justext==3.0.2 \
     --hash=sha256:13496a450c44c4cd5b5a75a5efcd9996066d2a189794ea99a49949685a0beb05 \
     --hash=sha256:62b1c562b15c3c6265e121cc070874243a443bfd53060e869393f09d6b6cc9a7
     # via trafilatura
-langchain==1.3.14 \
-    --hash=sha256:1b6696c72ba3bbbce54d745e0180742c9f6ece8bbc59ed5a46c3e20b9a435929 \
-    --hash=sha256:4d10dbe91005952cddd56d0dc77aa108964da6bae90ab20063653957e901f782
+langchain==1.4.0 \
+    --hash=sha256:08da122a439f738f4c09a5158cfa3d2c1d8bea2d0bde7fbbf4aeb4d7f7fd9d80 \
+    --hash=sha256:af1dc0161d30944a52ec7844d9bf890d0497b12ec0703069f3503b4003cbbac3
     # via
     #   -r requirements.in
     #   deepagents
-langchain-anthropic==1.5.4 \
-    --hash=sha256:113cb9bdac3169f2da65ea395dedb290e30dc6f899d01c205ba88aa88a2a02c2 \
-    --hash=sha256:730a9cb1ad384c9f1642840469c1ebbf20237066b1635f5d4fa9876e365fceaf
+langchain-anthropic==1.7.1 \
+    --hash=sha256:ac087159e1356ae933d5443ded2bca72912a2ed34ea171520fcfdaddfb838687 \
+    --hash=sha256:c461166def7b7d9d05de518d80afd041a6fcd0d49b07d3216d2a6b9a5069cb37
     # via
     #   -r requirements.in
     #   deepagents
-langchain-core==1.5.3 \
-    --hash=sha256:48b56fa580277209594dd7baf837f5b9a2a3651613f34ff9fb1728b429df015f \
-    --hash=sha256:a56457ac444fef41e9404443c187f0ecea708d36e816ea4ba9573c027f7d1a2d
+langchain-core==1.6.2 \
+    --hash=sha256:1ec6d3a98f7c8cdbb5bb0deff86e7ca37e16bf4f8f49f022d10723656c62352d \
+    --hash=sha256:21e6c7cf097c68b777fd69ea00864f09bd9ca76ac73e3e3fa14e1ee366eb4711
     # via
     #   deepagents
     #   langchain
@@ -1124,9 +1043,9 @@ langchain-core==1.5.3 \
     #   langgraph-checkpoint
     #   langgraph-prebuilt
     #   langgraph-sdk
-langchain-google-genai==4.3.2 \
-    --hash=sha256:6471769a4463fedb10d2d19a9b56c31de1cde505edf7fffd8cdbf98af8c1d7da \
-    --hash=sha256:f3b1c09b264612fd1735a9590987bfa0cccca0bc0111691543decb5a03b8667d
+langchain-google-genai==4.4.0 \
+    --hash=sha256:7871beec56ac07b719f77c46997845db6ff2267b817bffb0f97877053b0895d7 \
+    --hash=sha256:8e23a1307bd2158590bbf9d99f1d658fc84a9d9ddb77fb1b372f8875a2bafbbf
     # via
     #   -r requirements.in
     #   deepagents
@@ -1134,9 +1053,9 @@ langchain-mcp-adapters==0.3.2 \
     --hash=sha256:094e6b3096dbcc408417d5722f6915f164772e50c502ae3d8989405bf12c3c84 \
     --hash=sha256:61cd1a09597adb619a9bafb0642938ffc2a9463d699a753f7af0420ea46c381a
     # via -r requirements.in
-langchain-openai==1.4.1 \
-    --hash=sha256:6d16be615d997db80294731b8e768783f1fb8e0313668e64acd50cd68acbad20 \
-    --hash=sha256:8528bb34cc78fdfd2d895573c7917f9441cbb82db5f18ae0e6b3b75d95bdefb3
+langchain-openai==1.6.0 \
+    --hash=sha256:648112bbd135aa51d60d4aa2fd4ad353628a8d92a2f8e779244a0d9869a16f18 \
+    --hash=sha256:7c545cc1f2bee048a7e219f375b78cd820b32c876ccf825320e25e1e94132577
     # via -r requirements.in
 langchain-protocol==0.0.18 \
     --hash=sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a \
@@ -1144,9 +1063,9 @@ langchain-protocol==0.0.18 \
     # via
     #   langchain-core
     #   langgraph-sdk
-langgraph==1.2.10 \
-    --hash=sha256:05a183a746ed570a06c7c1b879920163509a75df9e44e92dd2238218d677fd37 \
-    --hash=sha256:52c48bd42fa31a1de0e1c0f0ebfe342e11ca2957b8b3563f83dbd60d8e30f921
+langgraph==1.2.11 \
+    --hash=sha256:8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b \
+    --hash=sha256:9ecfe11e50d338b34b15cf4d8a442642de103e8ae6971320efba84e4542eb363
     # via
     #   -r requirements.in
     #   langchain
@@ -1169,29 +1088,29 @@ langgraph-sdk==0.4.2 \
     --hash=sha256:75fa5096c1177ce39c847096a8fe3745ffd480ddb412995f836e9f5f884c43dd \
     --hash=sha256:b88f0f5f6328ac0680d6790614a905b2bcfa257f2276dba4e38f0e86db0aa738
     # via langgraph
-langsmith==0.10.15 \
-    --hash=sha256:7afd7979a9cdf846a88c980e0a31ed518c33631d29e672adbfbb33446f3817cf \
-    --hash=sha256:eefc562b29eb642a635b459e5bb44ca574380d7f32fe840acf28cd603c168647
+langsmith==0.12.2 \
+    --hash=sha256:ca2b6386cf452cf8edebf27c9c476503c18bad895e7ad566578393fa0ba7fea2 \
+    --hash=sha256:ff369ba4390e0969dbb109e838281404ae637e76ef73b347336bae05b4f87331
     # via
     #   deepagents
     #   langchain-core
-litellm==1.95.0 \
-    --hash=sha256:0106b3564b60d00cb5b2810824ebf5071f59c9f9262318884d9c6f040aa2c435 \
-    --hash=sha256:053cea1a584bf92d5d44b422f99fa03715bf7c346c8fe080c29bf0c6bd71eddc \
-    --hash=sha256:071a63c0e1d949bf7ed5e5c73843cb042a6e00324d3f214b13f8c6b90da6822d \
-    --hash=sha256:0ef126d52c7a559f8353e50d60fd0d5e7e6c8767ad54df25ddaf79b9edca1afc \
-    --hash=sha256:1bdf7153557cc0851fa9477b137fde476c56d5de92a5778ecfc6c3a75439a4e1 \
-    --hash=sha256:4bafa3494d503a3c6c1f2eeb785a2af364d85463c71a92cabaaa761c9227d62a \
-    --hash=sha256:4c2a06d2263a07a29228cd3af2b594cf86cd3a4182a7324c517cba88a9415969 \
-    --hash=sha256:62cc5d834e8223dbd16c9ad0b46c73354b6d67cc7fa0eba2764ce65b3b8c474f \
-    --hash=sha256:667cc7cc58e05a9f9c4bf4588cd4ff5c785fd265060acdfb9147332b75b73ce9 \
-    --hash=sha256:9d80a9adc506bfce48145621d6649e3fd428407811eb00211bcce33344054701 \
-    --hash=sha256:aac37bb6d2be191bafc0ce590ed06d21dd7e5a37599ffc1af1071899f6c74b73 \
-    --hash=sha256:c3684dcf16aefe98bd6f11586d60a9a92bb1bf7e85468a6a4ac28a65532fab3e \
-    --hash=sha256:c73df441153e585832d4e90e3717d17ae888b269daa71d723336369e81ef884b \
-    --hash=sha256:c8e712f95764a9a730f3aec9dff8be916973423411ca12a79a35c8bea3f7d5a4 \
-    --hash=sha256:cb667f84f08520f32b076e03c7a3fa51bf3f7e8b641dade34ab046bf00314d6b \
-    --hash=sha256:cf014ff515825ad49937b4cdf95616270789311db7841d16702e0a5b1ac5b067
+litellm==1.99.0 \
+    --hash=sha256:1c45097e426fed2ae7fbd38b5404c3addeb203d0e1148c0a59848aabd5fe83c6 \
+    --hash=sha256:1c45097e426fed2ae7fbd38b5404c3addeb203d0e1148c0a59848aabd5fe83c6 \
+    --hash=sha256:5617804e838499bce8fecb41ad9bc984b7977361e557666fed0fef0c4623ce62 \
+    --hash=sha256:5617804e838499bce8fecb41ad9bc984b7977361e557666fed0fef0c4623ce62 \
+    --hash=sha256:594bf4b6ff6b79c6aa3c3b78c0e939d4afd12687e076ba3fb608d38a5aa7f9c6 \
+    --hash=sha256:594bf4b6ff6b79c6aa3c3b78c0e939d4afd12687e076ba3fb608d38a5aa7f9c6 \
+    --hash=sha256:71109c323164b4b6776ff259876523e6e883a465aa1413dd51a1bda8e92efc5f \
+    --hash=sha256:71109c323164b4b6776ff259876523e6e883a465aa1413dd51a1bda8e92efc5f \
+    --hash=sha256:a43e8716da8beed04480e91b4233ff2f1ab1fedd84cad332dbc526b54a9229ca \
+    --hash=sha256:a43e8716da8beed04480e91b4233ff2f1ab1fedd84cad332dbc526b54a9229ca \
+    --hash=sha256:e2b383070656fdbec4bc44602edaaed2a21e99ceee4ea0a4650c8cb381e67b59 \
+    --hash=sha256:e2b383070656fdbec4bc44602edaaed2a21e99ceee4ea0a4650c8cb381e67b59 \
+    --hash=sha256:e42f94731665b68e263481efd79f7629e9b97eed7e10c57dc37a890eca058227 \
+    --hash=sha256:e42f94731665b68e263481efd79f7629e9b97eed7e10c57dc37a890eca058227 \
+    --hash=sha256:e461b7ce53af990e5287cf7ae30d82c956b56dcce886f63ef39a76e678f82a3b \
+    --hash=sha256:e461b7ce53af990e5287cf7ae30d82c956b56dcce886f63ef39a76e678f82a3b
     # via -r requirements.in
 lxml[html-clean]==6.1.1 \
     --hash=sha256:05a82eb6e1530a64f26225b55cbd178113bd0b5af1c2b625f25e5296742c26d2 \
@@ -1791,7 +1710,6 @@ packaging==26.2 \
     --hash=sha256:ff452ff5a3e828ce110190feff1178bb1f2ea2281fa2075aadb987c2fb221661
     # via
     #   deepagents
-    #   gunicorn
     #   huggingface-hub
     #   langchain-core
     #   langsmith
@@ -1978,9 +1896,9 @@ pycparser==3.0 \
     --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
     --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
     # via cffi
-pydantic==2.13.4 \
-    --hash=sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba \
-    --hash=sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6
+pydantic==2.13.5 \
+    --hash=sha256:346a034f080da3755d8e9cb5e00e8b07de1d39e4f6e2c87d8ab7cafa0b269a73 \
+    --hash=sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08
     # via
     #   -r requirements.in
     #   anthropic
@@ -1996,133 +1914,134 @@ pydantic==2.13.4 \
     #   mcp
     #   openai
     #   pydantic-settings
-pydantic-core==2.46.4 \
-    --hash=sha256:00c603d540afdd6b80eb39f078f33ebd46211f02f33e34a32d9f053bba711de0 \
-    --hash=sha256:0186750b482eefa11d7f435892b09c5c606193ef3375bcf94aa00ae6bfb66262 \
-    --hash=sha256:041bde0a48fd37cf71cab1c9d56d3e8625a3793fef1f7dd232b3ff37e978ecda \
-    --hash=sha256:0c563b08bca408dc7f65f700633d8442fffb2421fc47b8101377e9fd65051ff0 \
-    --hash=sha256:0cbe8b01f948de4286c74cdd6c667aceb38f5c1e26f0693b3983d9d74887c65e \
-    --hash=sha256:0ce40cd7b21210e99342afafbd4d0f76d784eb5b1d60f3bdc566be4983c6c73b \
-    --hash=sha256:0e96592440881c74a213e5ad528e2b24d3d4f940de2766bed9010ab1d9e51594 \
-    --hash=sha256:10e17cbb10a330363733efc4d7c4d0dd827ac0909b8f6a6542298fed1ea62f29 \
-    --hash=sha256:133878133d271ade3d41d1bfb2a45ec38dbdbda40bc065921c6b04e4630127e2 \
-    --hash=sha256:14d4edf427bdcf950a8a02d7cb44a08614388dd6e1bdcbf4f67504fa7887da9c \
-    --hash=sha256:14f4c5d6db102bd796a627bbb3a17b4cf4574b9ae861d8b7c9a9661c6dd3362d \
-    --hash=sha256:17299feefe090f2caa5b8e37222bb5f663e4935a8bfa6931d4102e5df1a9f398 \
-    --hash=sha256:184c081504d17f1c1066e430e117142b2c77d9448a97f7b65c6ac9fd9aee238d \
-    --hash=sha256:18e5ceec2ab67e6d5f1a9085e5a24c9c4e2ac4545730bfe668680bca05e555f3 \
-    --hash=sha256:19e51f073cd3df251856a8a4189fbdf1de4012c3ebacfb1884f94f1eb406079f \
-    --hash=sha256:1a7dd0b3ee80d90150e3495a3a13ac34dbcbfd4f012996a6a1d8900e91b5c0fb \
-    --hash=sha256:1d8ba486450b14f3b1d63bc521d410ec7565e52f887b9fb671791886436a42f7 \
-    --hash=sha256:2108ba5c1c1eca18030634489dc544844144ee36357f2f9f780b93e7ddbb44b5 \
-    --hash=sha256:228ee9bae8bef5b1e97ec58302f80357c37199e0d0a99174e138d28e6957b9d9 \
-    --hash=sha256:23ace664830ee0bfe014a0c7bc248b1f7f25ed7ad103852c317624a1083af462 \
-    --hash=sha256:2412e734dcb48da14d4e4006b82b46b74f2518b8a26ee7e58c6844a6cd6d03c4 \
-    --hash=sha256:29c61fc04a3d840155ff08e475a04809278972fe6aef51e2720554e96367e34b \
-    --hash=sha256:2f84c03c8607173d16b5a854ec68a2f9079ae03237a54fb506d13af47e1d018d \
-    --hash=sha256:3009f12e4e90b7f88b4f9adb1b0c4a3d58fe7820f3238c190047209d148026df \
-    --hash=sha256:3245406455a5d98187ec35530fd772b1d799b26667980872c8d4614991e2c4a2 \
-    --hash=sha256:3447661d99f75a3683a4cf5c87da72f2161964611864dbbeac7fbb118bb4bfc0 \
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+    --hash=sha256:976e1128455aa595ea04c79ccfedff1aaeab96ee013fcc916bed120c4f0ad94f \
+    --hash=sha256:978e7b97d4824b5be09c69fb70507cbde3b0323fc147332ca40a94d9a6a0ebbf \
+    --hash=sha256:97bf8de4d541598c94a59344eeb988a94c08ff76b5723c41f6567ec18c7892ea \
+    --hash=sha256:97cf3eb53a8cccacf9d46686a0926186c9bfb5574f2ed66d3639d5fe117cd3a9 \
+    --hash=sha256:9b68938dd5b0c783d88ff8e2dcc69451b5eb936fe212d516b21b9d5567f6d464 \
+    --hash=sha256:9c4b71f10dd532fb7a5cbc8f58707779e64f03a258c2bf8bfbaecfcd9970b519 \
+    --hash=sha256:9f47b8a949e60f027f0aa0a6f6c7b7e9c55cbf4380d10b344e282fa4e7ab1e1b \
+    --hash=sha256:a1dee1b804ff4d11c663636cf15d2ea47e9f79cd56c033fb1cbf08924842a48f \
+    --hash=sha256:a2468d93d181667a7abd66e1b64bb9f76f361b0fef8faddf687456453576f5ee \
+    --hash=sha256:a2a5e1d0ff29adddc9f6d6821a66302e4493f8ca898b715b6b1182c2c201ea0a \
+    --hash=sha256:a39ac25a9a2fa4072efdb429833c4a4c8009a51ff9eea3eeae131713cd27991e \
+    --hash=sha256:a445486499897b88a7d6c310c88ed64dd37b1b59bfd7ae9107490bbb362f47d6 \
+    --hash=sha256:a91c17edf6eea2402cb5457b4c89e99bc5ed1004aa34c4adf1d4258c1a5c22c2 \
+    --hash=sha256:ab4b66edffb32d9e951efb3814bd104b8367a7501b81b955cacb5726d897389f \
+    --hash=sha256:aca6c767f552b21b10f774aeac128e828eafb796adfa1b666a18bf6321453c3a \
+    --hash=sha256:acf8a67ba51f4ca9ddbd0e6b3000a65ac51ab734661778b3e7ba64d99a710f2f \
+    --hash=sha256:b10ec717381bdbfafef34607824db4c91de69ff085e4fca3b2af91b4fa17e68a \
+    --hash=sha256:b49924c73a235e969511bf2aabdff3beebf9820931f646c80274d5d780010c47 \
+    --hash=sha256:b6acfb46a814762367fb7ba0828b0a17d441b92ce249a0e007474c9072662dda \
+    --hash=sha256:b7ca9034437b6022f941f4857459562ee00a560b97e7cce8a0ec5a74fc6766e0 \
+    --hash=sha256:b98134087d9de723658d17a42c7d0da8d6e2ef08015dee7dc93889047315f5e4 \
+    --hash=sha256:b9fe6fb92520e3fd61f2e49000b6911b188824f089b75973ea06d6267f0b476d \
+    --hash=sha256:bce57638e08ac148e5778cce7feb968307a727d66f8e2274a543d0cf0c9ad6a3 \
+    --hash=sha256:c14ad3bdc85ee7f318742c457ca3968a92126d144b15721c759033bfb06296c2 \
+    --hash=sha256:c1c43ad4339643d70ebb8124e1305a7dab423001eff58bb41a0f731adbc98355 \
+    --hash=sha256:c3471e5c4a949c26ec00a77f01df59096aa9495877de76fd60a980f8ee6be461 \
+    --hash=sha256:c583b927a8838dab890706a6fa7573fbb8b70e24000ef9f7238e2d6f6435a5ed \
+    --hash=sha256:c76fe65e607be28c7fd4d56fc3c42b1583aa058ce3408b7ad0fd540171d31f9f \
+    --hash=sha256:c7ea57fc63aa7da93a1bd2d644e6577befae10c52c4e36377635eea1056a74f5 \
+    --hash=sha256:cd5214352ae68f3b5e9af7768bdc5253695ee069675db3480518420b3be881f2 \
+    --hash=sha256:cdbb78909f52b981d3b2d56b97328d71eb0b974c36bd77c920123a7ebb192829 \
+    --hash=sha256:cdc8b74ecc48c0cb1e9607a05ec4e9e88db60a19ffcc9a1d5f9088ede40c8dc0 \
+    --hash=sha256:d0a24b40877af2de4950252be9d21eaf7fb07660f3c2cae1f56c6b599ada5266 \
+    --hash=sha256:d22a945598fb91236b4dd793a6e42e4f3dd7740bb5aace5ebd7d4c08d13bb575 \
+    --hash=sha256:d2f9fc07a8042a8f95925b35c4f04f469707c981fc33245b6ca187cf5d2dd290 \
+    --hash=sha256:d625a186a65201c23a9e3b8ed9c47e90a026e03256608cc91851c6709096844f \
+    --hash=sha256:d925f3d9afd05a8c0fb3a1031463a8d59ebe5e2afad297e29c78be19e13b4e62 \
+    --hash=sha256:e64e88d5585bea9ce95861079de72006c7fa6d3df4e3a3b65ba31eb979c15c9f \
+    --hash=sha256:e652ab17569c94bff5475520f907b7148b8c24036a8ebbe5cf7cf7493d28579a \
+    --hash=sha256:e7b891faeedeafba41b2983e5001a81b6a915b69544c7e7570d1989ce1c36ac7 \
+    --hash=sha256:e80675d75ae2cd14372cb65cad5400d9347a3d3f6c13000183f22dfd027283ed \
+    --hash=sha256:e9c134bb666dd54b778b9fc0d2b50cbb7f979b9e3716f26a88c9ab3b6fc1dd0f \
+    --hash=sha256:eb7d8d0e5886a89a55d2eef490e272fa965a9d57c6b29a5b5088a7997ec2cad1 \
+    --hash=sha256:ecb42011e12ee19cafbc312887cbf3546959fe02fbad44f272d4be5baa997615 \
+    --hash=sha256:ef3fbbf161dc9351a2fe0422e51b129f9e97e42385bd0320b309c15f7d287dd8 \
+    --hash=sha256:efd62a42486f1bda5d24cb4f63d15a3c7768375fe83d36f9417b4ad7a2fb20b3 \
+    --hash=sha256:f077d0b97ab11fa7dcc633fca53515f290bca8a8a633e966d5b6d1879d9ed01a \
+    --hash=sha256:f332f0e72a5a0400141f830744e141bf9f97917878dbe968669e8a7fefea78ff \
+    --hash=sha256:f7b0ec93a2893de856652154d73b7ba622f26fa97726487dcac373de5f4c6084 \
+    --hash=sha256:fa10ef4112775900e7a0661068635eb67b2ab824fbde764de6e0e21982a93db0 \
+    --hash=sha256:fc5d783bd4a2387e97b8a2d5ec781cfb92b3d893bf82370548e99db5915935d3 \
+    --hash=sha256:fc8515076c11f3cfdf4fb142dcca0fe384b1230a3b5415458ac84f3e0903ec13 \
+    --hash=sha256:ff218293c9c806138dca139765e3b067621be52bcd93cdc14c7711be7ddc90a9
     # via pydantic
-pydantic-settings==2.14.2 \
-    --hash=sha256:a20c97b37910b6550d5ea50fbcc2d4187defe58cd57070b73863d069419c9440 \
-    --hash=sha256:c19dd64b19097f1de80184f0cc7b0272a13ae6e170cbf240a3e27e381ed14a5f
+pydantic-settings==2.15.0 \
+    --hash=sha256:0ba092c291c94baceb5eff768aa0d56400a457585bc0175925a5a5510303da42 \
+    --hash=sha256:694b793e84f766ba76a90ebdefc01d0a9a045dab0382bee70393da93712ad117
     # via
     #   -r requirements.in
+    #   litellm
     #   mcp
 pyjwt[crypto]==2.13.0 \
     --hash=sha256:41571c89ca91598c79e8ef18a2d07367d4810fbbd6f637794879baf1b7703423 \
@@ -2132,11 +2051,12 @@ python-dateutil==2.9.0.post0 \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
     # via
+    #   botocore
     #   dateparser
     #   htmldate
-python-dotenv==1.2.2 \
-    --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \
-    --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3
+python-dotenv==1.2.3 \
+    --hash=sha256:904552145e8bfed22162c09dab1c2b9b54fefa7b23ba780f4f26ca0316b0f0d9 \
+    --hash=sha256:a20a594dabeaa385725aa239d5244871c143ecb356add8a20fcf23773a6c3a35
     # via
     #   -r requirements.in
     #   litellm
@@ -2485,6 +2405,12 @@ rpds-py==0.30.0 \
     # via
     #   jsonschema
     #   referencing
+s3transfer==0.19.2 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:ba0309fd86be3c27dbf78cdd813c13c5e1df16e5874b99d2535ebbdfb9892993 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25 \
+    --hash=sha256:d8168eccca828cbb2cd573675333f3bddd254313a9c42494b84c76b539e8ba25
+    # via boto3
 six==1.17.0 \
     --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \
     --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81
@@ -2497,10 +2423,6 @@ sniffio==1.3.1 \
     #   google-genai
     #   langsmith
     #   openai
-socksio==1.0.0 \
-    --hash=sha256:95dc1f15f9b34e8d7b16f06d74b8ccf48f609af32ab33c608d08761c5dcbb1f3 \
-    --hash=sha256:f88beb3da5b5c38b9890469de67d0cb0f9d494b78b106ca1845f96c10b91c4ac
-    # via httpx
 sqlite-vec==0.1.9 \
     --hash=sha256:1515727990b49e79bcaf75fdee2ffc7d461f8b66905013231251f1c8938e7786 \
     --hash=sha256:1b62a7f0a060d9475575d4e599bbf94a13d85af896bc1ce86ee80d1b5b48e5fb \
@@ -2512,9 +2434,9 @@ sse-starlette==3.4.6 \
     --hash=sha256:56217ab4c9a9f9c5db7b21e08732d3e7c2b807f45231ad23de0551a24c4a41f6 \
     --hash=sha256:725f8a1bd6d26ae1b2c9610c0ef5065dfdd496f3988d28adcf8c4b49dc25c627
     # via mcp
-starlette==1.4.1 \
-    --hash=sha256:7d078e0fbefae0d2cecfb80a799d6fb84b1c0c6acd4f14ac79d17d0e7ec27f19 \
-    --hash=sha256:b7332de6e9375593a29ba9eee1e6ecfeb3eb2043e2e19a13b4b71da73ff35540
+starlette==1.6.0 \
+    --hash=sha256:a86dd39d14bb45f85a3d18525215a9ef0cfd1f192ac793220e72598c90335f0c \
+    --hash=sha256:d4e3ac5e546444960c710297a3c9fc3f7ebae1b7e963f3d36173b49da535be9b
     # via
     #   -r requirements.in
     #   fastapi
@@ -2620,6 +2542,14 @@ trafilatura==2.2.0 \
     --hash=sha256:8c2cabb84066465228d03183fb698ce0b1245b81c58140b8ae0de57fddf3aae7 \
     --hash=sha256:ac43592a6201264dfc4f9c361cbe3eb3fea96e54437010a159d5e7365360ed98
     # via -r requirements.in
+truststore==0.10.4 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:9d91bd436463ad5e4ee4aba766628dd6cd7010cf3e2461756b3303710eebc301 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981 \
+    --hash=sha256:adaeaecf1cbb5f4de3b1959b42d41f6fab57b2b1666adb59e89cb0b53361d981
+    # via
+    #   httpcore2
+    #   httpx2
 typing-extensions==4.16.0 \
     --hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
     --hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
@@ -2658,6 +2588,7 @@ urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
     # via
+    #   botocore
     #   courlan
     #   htmldate
     #   requests
@@ -2760,15 +2691,15 @@ uuid-utils==0.17.0 \
     # via
     #   langchain-core
     #   langsmith
-uvicorn==0.52.1 \
-    --hash=sha256:112ec661814189acbccd3f7b86460147cc065fc92c0821afa78918780e4354dd \
-    --hash=sha256:e4403f9d93188cf9d1088e9f40e3acd12630e2df8675316704379a7fc20fff6a
+uvicorn==0.52.4 \
+    --hash=sha256:73acfee47a0b133c5de13d219492d62d8a31e935f4fe6e41a232451a15379f86 \
+    --hash=sha256:f86e41a149d7d05a9969337e3946a9c171c06a5d42680896daaba624aeac8da1
     # via
     #   -r requirements.in
     #   mcp
-wcmatch==11.0 \
-    --hash=sha256:3a5977ace27e075eef67eb03d539563f1a19018b62881949a42932cf66926934 \
-    --hash=sha256:55d95c2447789712774b198ceec72939e88b5618f1f8f0a9b605bf7740b63b96
+wcmatch==11.0.1 \
+    --hash=sha256:1ea2b4fa678b8ca268253798d5963935df39132d47c3e241c0a0732224005e7d \
+    --hash=sha256:fd149ecddb9f0a88ea780017d6dde17c994e494e7f7303d4e3c9d6251f978f4b
     # via
     #   -r requirements.in
     #   deepagents