Correção de identação, inclusão de lib, requirements e example.env

example.env

@@ -1,5 +1,4 @@
-# Airbyte
-GITHUB_TOKEN=<SEU_TOKEN_GITHUB>
+GITHUB_TOKEN=<SEU_GITHUB_TOKEN>
 
 # Database credentials
 DB_HOST=db
@@ -12,5 +11,5 @@ DB_PASSWORD=postgres
 DB_URL=postgresql://${DB_USER}:${DB_PASSWORD}@${DB_HOST}:${DB_PORT}/${DB_NAME}
 
 # Google cloud gemini
-GEMINI_API_KEY=<SEU_TOKEN_API_GEMINI>
+GEMINI_API_KEY=<SUA_GEMINI_API_KEY>
 GEMINI_MODEL_NAME=gemini-2.0-flash

requirements.txt

@@ -1,28 +1,283 @@
+aiohappyeyeballs==2.6.1
+aiohttp==3.13.2
+aiosignal==1.4.0
 airbyte==0.31.3
-FastAPI==0.115.9
-uvicorn==0.34.3
-psycopg2-binary==2.9.10
-python-dotenv==1.1.0
-vanna==0.7.9
-chromadb
-google-genai
+airbyte-api==0.52.2
+airbyte-cdk==6.61.6
+airbyte_protocol_models_dataclasses==0.17.1
+airbyte_protocol_models_pdv2==0.13.1
+annotated-types==0.7.0
+anyascii==0.3.3
+anyio==4.11.0
+asn1crypto==1.5.1
+async-timeout==4.0.3
+attributes-doc==0.4.0
+attrs==25.4.0
+Authlib==1.6.5
+backoff==2.2.1
+backports.tarfile==1.2.0
+bcrypt==5.0.0
+beartype==0.22.6
+blinker==1.9.0
+boltons==25.0.0
+boto3==1.41.5
+botocore==1.41.5
+bracex==2.6
+build==1.3.0
+cachetools==6.2.2
+cattrs==25.3.0
+certifi==2025.10.5
+cffi==1.17.1
+charset-normalizer==3.4.4
+choreographer==1.2.1
+chromadb==1.3.5
+click==8.3.1
+coloredlogs==15.0.1
+contourpy==1.3.2
+coverage==7.12.0
+cryptography==44.0.3
+cycler==0.12.1
+cyclopts==4.3.0
+dataclasses-json==0.6.7
+dateparser==1.2.2
+Deprecated==1.3.1
+diskcache==5.6.3
+distro==1.9.0
+dnspython==2.8.0
+docstring_parser==0.17.0
+docutils==0.22.3
+dpath==2.2.0
+duckdb==1.4.2
+duckdb_engine==0.13.6
+dunamai==1.25.0
+durationpy==0.10
+email-validator==2.3.0
+exceptiongroup==1.3.0
+fastapi==0.115.9
+fastmcp==2.13.0.2
+filelock==3.20.0
+flasgger==0.9.7.1
+Flask==3.1.2
+flask-sock==0.7.0
+flatbuffers==25.9.23
+fonttools==4.60.1
+frozenlist==1.8.0
+fsspec==2025.10.0
+genson==1.3.0
+google-ai-generativelanguage==0.4.0
+google-api-core==2.28.1
+google-auth==2.43.0
 google-cloud-aiplatform==1.96.0
+google-cloud-bigquery==3.30.0
+google-cloud-bigquery-storage==2.34.0
+google-cloud-core==2.5.0
+google-cloud-resource-manager==1.15.0
+google-cloud-secret-manager==2.25.0
+google-cloud-storage==2.19.0
+google-crc32c==1.7.1
+google-genai==1.52.0
+google-generativeai==0.4.1
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.2.4
+grpc-google-iam-v1==0.14.3
+grpcio==1.76.0
+grpcio-status==1.62.3
+h11==0.16.0
+hf-xet==1.2.0
+httpcore==1.0.9
+httptools==0.7.1
+httpx==0.28.1
+httpx-sse==0.4.3
+huggingface-hub==0.36.0
+humanfriendly==10.0
+idna==3.11
+importlib_metadata==8.4.0
+importlib_resources==6.5.2
+iniconfig==2.3.0
+isodate==0.6.1
+itsdangerous==2.2.0
+jaraco.classes==3.4.0
+jaraco.context==6.0.1
+jaraco.functools==4.3.0
+jeepney==0.9.0
+Jinja2==3.1.6
+jmespath==1.0.1
+joblib==1.5.2
+jsonpatch==1.33
+jsonpath-python==1.1.4
+jsonpointer==3.0.0
+jsonref==0.2
+jsonschema==4.25.1
+jsonschema-path==0.3.4
+jsonschema-specifications==2025.9.1
+kaleido==1.2.0
+keyring==25.7.0
+kiwisolver==1.4.9
+kubernetes==34.1.0
+langchain==0.1.16
+langchain-community==0.0.32
+langchain-core==0.1.42
+langchain-google-genai==0.0.11
+langchain-text-splitters==0.0.2
+langsmith==0.1.147
+logistro==2.0.1
+markdown-it-py==4.0.0
+MarkupSafe==3.0.3
+marshmallow==3.26.1
+matplotlib==3.9.2
+mcp==1.22.0
+mdurl==0.1.2
+mistune==3.1.4
+mmh3==5.2.0
+more-itertools==10.8.0
+mpmath==1.3.0
+multidict==6.7.0
+mypy_extensions==1.1.0
+narwhals==2.12.0
+networkx==3.4.2
+nltk==3.9.1
+numpy==1.26.4
+nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime-cu12==12.6.77
+nvidia-cudnn-cu12==9.5.1.17
+nvidia-cufft-cu12==11.3.0.4
+nvidia-cufile-cu12==1.11.1.6
+nvidia-curand-cu12==10.3.7.77
+nvidia-cusolver-cu12==11.7.1.2
+nvidia-cusparse-cu12==12.5.4.2
+nvidia-cusparselt-cu12==0.6.3
+nvidia-nccl-cu12==2.26.2
+nvidia-nvjitlink-cu12==12.6.85
+nvidia-nvtx-cu12==12.6.77
+oauthlib==3.3.1
+ollama==0.6.0
 onnxruntime==1.22.0
-langchain-google-genai<1.0.0
-langchain
-
+openapi-pydantic==0.5.1
+opentelemetry-api==1.27.0
+opentelemetry-exporter-otlp-proto-common==1.27.0
+opentelemetry-exporter-otlp-proto-grpc==1.27.0
+opentelemetry-proto==1.27.0
+opentelemetry-sdk==1.27.0
+opentelemetry-semantic-conventions==0.48b0
+orjson==3.11.4
+overrides==7.7.0
+packaging==23.2
+pandas==2.2.3
+pathable==0.4.4
+pathvalidate==3.3.1
+pillow==12.0.0
+platformdirs==4.5.0
+plotly==6.5.0
+pluggy==1.6.0
+posthog==5.4.0
+propcache==0.4.1
+proto-plus==1.26.1
+protobuf==4.25.8
+psutil==6.1.0
+psycopg==3.2.13
+psycopg-binary==3.2.13
+psycopg-pool==3.2.8
+psycopg2-binary==2.9.10
+py-key-value-aio==0.2.8
+py-key-value-shared==0.2.8
+pyarrow==21.0.0
+pyasn1==0.6.1
+pyasn1_modules==0.4.2
+pybase64==1.4.2
+pycparser==2.23
+pydantic==2.12.3
+pydantic-settings==2.12.0
+pydantic_core==2.41.4
+Pygments==2.19.2
+PyJWT==2.10.1
+pyOpenSSL==25.1.0
+pyparsing==3.2.5
+pyperclip==1.11.0
+PyPika==0.48.9
+pyproject_hooks==1.2.0
+pyrate-limiter==3.1.1
 pytest==7.4.0
 pytest-asyncio==0.21.1
-pytest-mock==3.12.0
 pytest-cov==4.1.0
-httpx
+pytest-mock==3.12.0
+pytest-timeout==2.4.0
+python-dateutil==2.9.0.post0
+python-dotenv==1.1.0
+python-multipart==0.0.20
+python-ulid==3.1.0
+pytz==2024.2
+PyYAML==6.0.3
+RapidFuzz==3.14.3
+referencing==0.36.2
+regex==2025.11.3
+requests==2.32.5
+requests-cache==1.2.1
 requests-mock==1.11.0
-
-torch>=2.2.0,<2.8.0
-transformers>=4.35.0,<5.0.0
-tokenizers>=0.15.0,<1.0.0
-scikit-learn>=1.5.2,<2.0.0
-numpy>=1.21.0,<1.27.0
-
-matplotlib==3.9.2 
-pandas==2.2.3
+requests-oauthlib==2.0.0
+requests-toolbelt==1.0.0
+rich==13.9.4
+rich-click==1.9.4
+rich-rst==1.3.2
+rpds-py==0.29.0
+rsa==4.9.1
+s3transfer==0.15.0
+safetensors==0.7.0
+scikit-learn==1.7.2
+scipy==1.15.3
+SecretStorage==3.5.0
+serpyco-rs==1.17.1
+shapely==2.1.2
+shellingham==1.5.4
+simple-websocket==1.1.0
+simplejson==3.20.2
+six==1.17.0
+sniffio==1.3.1
+snowflake-connector-python==3.18.0
+snowflake-sqlalchemy==1.7.7
+sortedcontainers==2.4.0
+SQLAlchemy==2.0.44
+sqlalchemy-bigquery==1.12.0
+sqlparse==0.5.3
+sse-starlette==3.0.3
+starlette==0.45.3
+structlog==24.4.0
+sympy==1.14.0
+tabulate==0.9.0
+tenacity==8.5.0
+threadpoolctl==3.6.0
+tokenizers==0.22.1
+tomli==2.3.0
+tomlkit==0.13.3
+torch==2.7.1
+tqdm==4.67.1
+transformers==4.57.3
+triton==3.3.1
+typer==0.20.0
+typing-inspect==0.9.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2025.2
+tzlocal==5.3.1
+Unidecode==1.4.0
+url-normalize==2.2.1
+urllib3==2.3.0
+uuid==1.30
+uuid7==0.1.0
+uv==0.8.24
+uvicorn==0.34.3
+uvloop==0.22.1
+vanna==0.7.9
+watchfiles==1.1.1
+wcmatch==10.0
+websocket-client==1.9.0
+websockets==15.0.1
+Werkzeug==3.1.3
+whenever==0.6.17
+wrapt==2.0.1
+wsproto==1.3.2
+xmltodict==0.14.2
+yarl==1.22.0
+zipp==3.23.0