requirements update

app.py

@@ -153,24 +153,6 @@ query_engine.update_prompts(
 )
 
 
-# import ragas for evaluation
-from ragas.metrics import (
-    faithfulness,
-    answer_relevancy,
-    context_precision,
-    context_recall,
-)
-from ragas.metrics.critique import harmfulness
-from ragas.evaluation import evaluate
-
-metrics = [
-    faithfulness,
-    answer_relevancy,
-    context_precision,
-    context_recall,
-    harmfulness,
-]
-
 tab1, tab2 = st.tabs(["Chatbot", "Evaluation Dashboard"])
 
 # app = st.container()

requirements.txt

@@ -1,185 +1,15 @@
-accelerate==0.29.3
-aiohttp==3.9.5
-aiosignal==1.3.1
-altair==5.3.0
-annotated-types==0.6.0
-anyio== 4.3.0
-asttokens==2.4.1
-async-timeout==4.0.3
-attrs==23.2.0
-azure-core==1.30.1
-azure-identity==1.16.0
-beautifulsoup4==4.12.3
-blinker==1.8.2
-blis==0.7.11
-cachetools==5.3.3
-catalogue==2.0.10
-certifi==2024.2.2
-cffi==1.16.0
-charset-normalizer==3.3.2
-click==8.1.7
-cloudpathlib==0.16.0
-comm==0.2.2
-confection==0.1.4
-cryptography==42.0.7
-cymem==2.0.8
-dataclasses-json==0.6.4
-debugpy==1.8.1
-decorator==5.1.1
-Deprecated==1.2.14
-dirtyjson==1.0.8
-diskcache==5.6.3
-distro==1.9.0
-docx2txt==0.8
-exceptiongroup==1.2.1
-executing==2.0.1
-filelock==3.13.4
-frozenlist==1.4.1
-fsspec==2024.3.1
-gitdb==4.0.11
-GitPython==3.1.43
-greenlet==3.0.3
-h11==0.14.0
-httpcore==1.0.5
-httpx==0.27.0
-huggingface-hub==0.20.3
-idna==3.7
-importlib_metadata==7.1.0
-ipykernel==6.29.4
-ipython==8.18.1
-jedi==0.19.1
-Jinja2==3.1.3
-joblib==1.4.0
-jsonpath-ng==1.6.1
-jsonschema==4.22.0
-jsonschema-specifications==2023.12.1
-jupyter_client==8.6.1
-jupyter_core==5.7.2
-langcodes==3.4.0
-language_data==1.2.0
-llama_cpp_python==0.2.64
 llama-index==0.10.37
 llama-index-agent-openai==0.2.3
 llama-index-cli==0.1.12
 llama-index-core==0.10.37.post1
-llama-index-embeddings-azure-openai==0.1.9
 llama-index-embeddings-openai==0.1.8
-llama-index-graph-stores-neo4j==0.1.4
-llama-index-indices-managed-llama-cloud==0.1.5
-llama-index-legacy==0.9.48
-llama-index-llms-azure-openai==0.1.8
-llama-index-llms-huggingface==0.1.4
-llama-index-llms-llama-cpp==0.1.3
 llama-index-llms-openai==0.1.20
 llama-index-multi-modal-llms-openai==0.1.5
 llama-index-program-openai==0.1.6
 llama-index-question-gen-openai==0.1.3
 llama-index-readers-file==0.1.19
-llama-index-readers-llama-parse==0.1.4
 llama-index-vector-stores-pinecone==0.1.7
-llama-parse==0.4.1
-llamaindex-py-client==0.1.18
-marisa-trie==1.1.1
-markdown-it-py==3.0.0
-MarkupSafe==2.1.5
-marshmallow==3.21.1
-matplotlib-inline==0.1.7
-mdurl==0.1.2
-mpmath==1.3.0
-msal==1.28.0
-msal-extensions==1.1.0
-multidict==6.0.5
-murmurhash==1.0.10
-mypy-extensions==1.0.0
-neo4j==5.20.0
-nest-asyncio==1.6.0
-networkx==3.2.1
-nltk==3.8.1
-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==12.4.127
-nvidia-nvtx-cu12==12.1.105
 openai==1.23.4
-packaging==24.0
 pandas==2.2.2
-parso==0.8.4
-pexpect==4.9.0
-pillow==10.3.0
 pinecone==4.0.0
-pinecone-client==3.2.2
-pip==24.0
-platformdirs==4.2.2
-ply==3.11
-portalocker==2.8.2
-preshed==3.0.9
-prompt-toolkit==3.0.43
-protobuf==4.25.3
-psutil==5.9.8
-ptyprocess==0.7.0
-pure-eval==0.2.2
-pyarrow==16.1.0
-pycparser==2.22
-pydantic==2.7.1
-pydantic_core==2.18.2
-pydeck==0.9.1
-Pygments==2.18.0
-PyJWT==2.8.0
-pypdf==4.2.0
-python-dateutil==2.9.0.post0
-pytz==2024.1
-PyYAML==6.0.1
-pyzmq==26.0.3
-referencing==0.35.1
-regex==2024.4.16
-requests==2.31.0
-rich==13.7.1
-rpds-py==0.18.1
-safetensors==0.4.3
-setuptools==44.0.0
-six==1.16.0
-smart-open==6.4.0
-smmap==5.0.1
-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
-streamlit==1.34.0
-striprtf==0.0.26
-sympy==  1.12
-tenacity==8.2.3
-thinc==8.2.3
-tiktoken==0.6.0
-tokenizers==0.19.1
-toml==0.10.2
-toolz==0.12.1
-torch==2.3.0
-tornado==6.4
-tqdm==4.66.2
-traitlets==5.14.3
-transformers==4.40.1
-triton==2.3.0
-typer==0.9.4
-typing_extensions==4.11.0
-typing-inspect==0.9.0
-tzdata==2024.1
-urllib3==2.2.1
-wasabi==1.1.2
-watchdog==4.0.0
-wcwidth==0.2.13
-weasel==0.3.4
-wrapt==1.16.0
-yarl==1.9.4
-zipp==3.18.2
+pinecone-client==3.2.2