diff --git a/requirements.txt b/requirements.txt
index 4e1125b..34ef7a5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,270 +1,13 @@
-absl-py==2.1.0
-accelerate==0.30.1
-aiohttp==3.9.3
-aiosignal==1.3.1
-annotated-types==0.6.0
-anyio==4.3.0
-argon2-cffi==23.1.0
-argon2-cffi-bindings==21.2.0
-arrow==1.3.0
-asgiref==3.8.1
-asttokens==2.4.1
-async-lru==2.0.4
-async-timeout==4.0.3
-attrs==23.2.0
-awscrt==0.20.9
-Babel==2.15.0
-backoff==2.2.1
-bcrypt==4.1.2
-beautifulsoup4==4.12.3
-bitsandbytes==0.43.1
-bleach==6.1.0
-blis==0.7.11
-boto3==1.34.117
-botocore==1.34.117
-build==1.2.1
-cachetools==5.3.3
-catalogue==2.0.10
-certifi==2024.2.2
-cffi==1.16.0
-charset-normalizer==3.3.2
-chroma-hnswlib==0.7.3
-chromadb==0.4.24
-click==8.1.7
-cloudpathlib==0.16.0
-colorama==0.4.6
-coloredlogs==15.0.1
-comm==0.2.2
-confection==0.1.4
-contourpy==1.2.1
-cycler==0.12.1
-cymem==2.0.8
-dataclasses-json==0.6.4
-debugpy==1.8.1
-decorator==5.1.1
-defusedxml==0.7.1
-Deprecated==1.2.14
-dnspython==2.6.1
-email_validator==2.1.1
-exceptiongroup==1.2.0
-executing==2.0.1
-fastapi==0.110.1
-fastapi-cli==0.0.4
-fastjsonschema==2.19.1
-filelock==3.13.4
-fire==0.6.0
-flatbuffers==24.3.25
-fonttools==4.53.0
-fqdn==1.5.1
-frozenlist==1.4.1
-fsspec==2024.3.1
-google-auth==2.29.0
-google-auth-oauthlib==1.2.0
-googleapis-common-protos==1.63.0
-greenlet==3.0.3
-grpcio==1.62.1
-h11==0.14.0
-httpcore==1.0.5
-httptools==0.6.1
-httpx==0.27.0
-huggingface-hub==0.22.2
-humanfriendly==10.0
-idna==3.6
-importlib-metadata==7.0.0
-importlib_resources==6.4.0
-intel-openmp==2021.4.0
-ipykernel==6.29.4
-ipython==8.23.0
-ipywidgets==8.1.1
-isoduration==20.11.0
-jedi==0.19.1
-Jinja2==3.1.3
-jmespath==1.0.1
-joblib==1.4.0
-json5==0.9.25
-jsonpatch==1.33
-jsonpointer==2.4
-jsonschema==4.22.0
-jsonschema-specifications==2023.12.1
-jupyter-events==0.10.0
-jupyter-lsp==2.2.5
-jupyter_client==8.6.1
-jupyter_core==5.7.2
-jupyter_server==2.14.1
-jupyter_server_terminals==0.5.3
-jupyterlab==4.2.0
-jupyterlab_pygments==0.3.0
-jupyterlab_server==2.27.2
-jupyterlab_widgets==3.0.11
-kiwisolver==1.4.5
-kubernetes==29.0.0
-langchain==0.1.15
-langchain-community==0.0.32
-langchain-core==0.1.41
-langchain-text-splitters==0.0.1
-langcodes==3.3.0
-langsmith==0.1.51
-lightning==2.2.5
-lightning-cloud==0.5.69
-lightning-utilities==0.11.2
-lightning_sdk==0.1.10
-litdata==0.2.7
-llvmlite==0.42.0
-Markdown==3.6
-markdown-it-py==3.0.0
-MarkupSafe==2.1.5
-marshmallow==3.21.1
-matplotlib==3.8.2
-matplotlib-inline==0.1.6
-mdurl==0.1.2
-mistune==3.0.2
-mkl==2021.4.0
-mmh3==4.1.0
-monotonic==1.6
-more-itertools==10.2.0
-mpmath==1.3.0
-multidict==6.0.5
-murmurhash==1.0.10
-mypy-extensions==1.0.0
-nbclient==0.10.0
-nbconvert==7.16.4
-nbformat==5.10.4
-nest-asyncio==1.6.0
-networkx==3.3
-notebook_shim==0.2.4
-numba==0.59.1
+fastapi==0.111.0
+langchain==0.2.3
+langchain_community==0.2.4
+langchain_core==0.2.5
+langchain_text_splitters==0.2.1
 numpy==1.26.4
-nvidia-cublas-cu12==12.1.3.1
-nvidia-cuda-cupti-cu12==12.1.105
-nvidia-cuda-nvrtc-cu12==12.1.105
-nvidia-cuda-runtime-cu12==12.1.105
-nvidia-cudnn-cu12==8.9.2.26
-nvidia-cufft-cu12==11.0.2.54
-nvidia-curand-cu12==10.3.2.106
-nvidia-cusolver-cu12==11.4.5.107
-nvidia-cusparse-cu12==12.1.0.106
-nvidia-nccl-cu12==2.20.5
-nvidia-nvjitlink-cu12==12.5.40
-nvidia-nvtx-cu12==12.1.105
-oauthlib==3.2.2
-onnxruntime==1.17.1
-opentelemetry-api==1.24.0
-opentelemetry-exporter-otlp-proto-common==1.24.0
-opentelemetry-exporter-otlp-proto-grpc==1.24.0
-opentelemetry-instrumentation==0.45b0
-opentelemetry-instrumentation-asgi==0.45b0
-opentelemetry-instrumentation-fastapi==0.45b0
-opentelemetry-proto==1.24.0
-opentelemetry-sdk==1.24.0
-opentelemetry-semantic-conventions==0.45b0
-opentelemetry-util-http==0.45b0
-orjson==3.10.0
-overrides==7.7.0
-packaging==23.2
-pandas==2.1.4
-pandocfilters==1.5.1
-parso==0.8.4
 peft==0.11.1
-pexpect==4.9.0
-pillow==10.3.0
-platformdirs==4.2.0
-posthog==3.5.0
-preshed==3.0.9
-prometheus_client==0.20.0
-prompt-toolkit==3.0.43
-protobuf==4.25.3
-psutil==5.9.8
-ptyprocess==0.7.0
-pulsar-client==3.4.0
-pure-eval==0.2.2
-pyasn1==0.6.0
-pyasn1_modules==0.4.0
-pycparser==2.22
-pydantic==2.6.4
-pydantic_core==2.16.3
-Pygments==2.17.2
-PyJWT==2.8.0
-pyparsing==3.1.2
-PyPika==0.48.9
-pyproject_hooks==1.0.0
-pyreadline3==3.4.1
-python-dateutil==2.9.0.post0
+pydantic==2.7.3
 python-dotenv==1.0.1
-python-json-logger==2.0.7
-python-multipart==0.0.9
-pytorch-lightning==2.2.5
-pytz==2024.1
-PyYAML==6.0.1
-pyzmq==25.1.2
-referencing==0.35.1
-regex==2023.12.25
-requests==2.31.0
-requests-oauthlib==2.0.0
-rfc3339-validator==0.1.4
-rfc3986-validator==0.1.1
-rich==13.7.1
-rpds-py==0.18.1
-rsa==4.9
-s3transfer==0.10.1
-safetensors==0.4.2
-scikit-learn==1.4.2
-scipy==1.13.0
-Send2Trash==1.8.3
-sentence-transformers==2.6.1
-shellingham==1.5.4
-simple-term-menu==1.6.4
-six==1.16.0
-smart-open==6.4.0
-sniffio==1.3.1
-soupsieve==2.5
-spacy==3.7.4
-spacy-legacy==3.0.12
-spacy-loggers==1.0.5
-SQLAlchemy==2.0.29
-srsly==2.4.8
-stack-data==0.6.3
-starlette==0.37.2
-sympy==1.12
-tbb==2021.12.0
-tenacity==8.2.3
-tensorboard==2.15.1
-tensorboard-data-server==0.7.2
-termcolor==2.4.0
-terminado==0.18.1
-thinc==8.2.3
-threadpoolctl==3.4.0
-tiktoken==0.6.0
-tinycss2==1.3.0
-tokenizers==0.15.2
-tomli==2.0.1
+Requests==2.32.3
 torch==2.3.0
-torchmetrics==1.3.1
-torchvision==0.17.1+cu121
-tornado==6.4
-tqdm==4.66.2
-traitlets==5.14.2
 transformers==4.39.3
-triton==2.3.0
-typer==0.9.4
-types-python-dateutil==2.9.0.20240316
-typing-inspect==0.9.0
-typing_extensions==4.11.0
-tzdata==2024.1
-ujson==5.10.0
-uri-template==1.3.0
-urllib3==2.2.1
-uvicorn==0.29.0
-uvloop==0.19.0
-wasabi==1.1.2
-watchfiles==0.21.0
-wcwidth==0.2.13
-weasel==0.3.4
-webcolors==1.13
-webencodings==0.5.1
-websocket-client==1.7.0
-websockets==12.0
-Werkzeug==3.0.3
-widgetsnbextension==4.0.11
-wrapt==1.16.0
-yarl==1.9.4
-zipp==3.18.1
+uvicorn==0.30.1