Tested on linux environment

.gitignore

@@ -1,3 +1,4 @@
 .env
 .venv
 flagged
+__pycache__

app02-chatRagLcel.py

@@ -25,6 +25,10 @@ from langchain_groq import ChatGroq
 from pinecone import Pinecone, ServerlessSpec
 from langchain_pinecone import PineconeVectorStore
 
+from dotenv import load_dotenv
+load_dotenv()
+# print('EMBEDDINGS_MODEL', os.getenv("EMBEDDINGS_MODEL"))
+
 
 setid = "global"
 

app03-chatRagLcelMem.py

@@ -25,6 +25,10 @@ from langchain_groq import ChatGroq
 from pinecone import Pinecone, ServerlessSpec
 from langchain_pinecone import PineconeVectorStore
 
+from dotenv import load_dotenv
+load_dotenv()
+# print('EMBEDDINGS_MODEL', os.getenv("EMBEDDINGS_MODEL"))
+
 
 setid = "global"
 

modules.md

@@ -1,5 +1,9 @@
 ```sh
 
+python3.11 -m venv .venv
+source .venv/bin/activate
+python -m pip install pip setuptools wheel --upgrade
+
 pip install ipykernel IProgress ipywidgets --upgrade
 
 pip install \
@@ -10,9 +14,8 @@ pip install \
     langchain-pinecone              \
     huggingface_hub
 
-# Groq API
-pip install langchain_groq
-pip install langsmith
+pip install langchain_groq      # Groq API
+pip install langsmith           # LangSmith
 
 
 

requirements.txt

@@ -1,158 +1,159 @@
-aiofiles==23.2.1
-aiohttp==3.9.3
-aiosignal==1.3.1
-altair==5.2.0
-annotated-types==0.6.0
-anyio==4.3.0
-asttokens==2.4.1
-async-timeout==4.0.3
-attrs==23.2.0
-cachetools==5.3.2
-certifi==2024.2.2
-charset-normalizer==3.3.2
-click==8.1.7
-colorama==0.4.6
-comm==0.2.1
-contourpy==1.2.0
-cycler==0.12.1
-dataclasses-json==0.6.4
-debugpy==1.8.1
+algs4==1.0.3
+appdirs==1.4.4
+apt-clone==0.2.1
+apturl==0.5.2
+asttokens==2.2.1
+async-timeout==4.0.1
+attrs==22.1.0
+backcall==0.2.0
+beautifulsoup4==4.12.0
+blinker==1.4
+Brlapi==0.8.3
+Brotli==1.0.9
+certifi==2020.6.20
+chardet==4.0.0
+charset-normalizer==3.1.0
+click==8.0.3
+colorama==0.4.4
+comm==0.1.3
+command-not-found==0.3
+configobj==5.0.6
+contourpy==1.0.7
+cramjam==2.6.2
+crudini==0.9.3
+cryptography==3.4.8
+cupshelpers==1.0
+cycler==0.11.0
+dbus-python==1.2.18
+debugpy==1.6.6
 decorator==5.1.1
-distro==1.9.0
-exceptiongroup==1.2.0
-executing==2.0.1
-fastapi==0.109.2
-ffmpy==0.3.2
-filelock==3.13.1
-fonttools==4.49.0
-frozenlist==1.4.1
-fsspec==2024.2.0
-google-ai-generativelanguage==0.4.0
-google-api-core==2.17.1
-google-auth==2.28.1
-google-generativeai==0.3.2
-googleapis-common-protos==1.62.0
-gradio==4.19.2
-gradio_client==0.10.1
-greenlet==3.0.3
-groq==0.4.1
-grpcio==1.62.0
-grpcio-status==1.62.0
-h11==0.14.0
-httpcore==1.0.4
-httpx==0.27.0
-huggingface-hub==0.20.3
-idna==3.6
-importlib-resources==6.1.1
-IProgress==0.4
-ipykernel==6.29.2
-ipython==8.22.1
-ipywidgets==8.1.2
-jedi==0.19.1
-Jinja2==3.1.3
-joblib==1.3.2
-jsonpatch==1.33
-jsonpointer==2.4
-jsonschema==4.21.1
-jsonschema-specifications==2023.12.1
-jupyter_client==8.6.0
-jupyter_core==5.7.1
-jupyterlab_widgets==3.0.10
-kiwisolver==1.4.5
-langchain==0.1.9
-langchain-community==0.0.24
-langchain-core==0.1.26
-langchain-google-genai==0.0.9
-langchain-groq==0.0.1
-langchain-pinecone==0.0.3
-langsmith==0.1.7
-markdown-it-py==3.0.0
-MarkupSafe==2.1.5
-marshmallow==3.20.2
-matplotlib==3.8.3
+defer==1.0.6
+diskcache==5.6.3
+distro==1.7.0
+dnspython==2.3.0
+entrypoints==0.4
+exceptiongroup==1.0.0
+executing==1.2.0
+eyeD3==0.8.10
+fastparquet==2023.4.0
+filelock==3.6.0
+fonttools==4.39.3
+frozendict==2.3.6
+fsspec==2023.5.0
+gpg==1.16.0
+grpcio==1.30.2
+html5lib==1.1
+httplib2==0.20.2
+idna==3.3
+ifaddr==0.1.7
+IMDbPY==2021.4.18
+importlib-metadata==4.6.4
+iniconfig==1.1.1
+iniparse==0.4
+introcs==1.0
+ipykernel==6.22.0
+ipython==8.11.0
+jedi==0.18.2
+jeepney==0.7.1
+jupyter_client==8.1.0
+jupyter_core==5.3.0
+keyring==23.5.0
+kiwisolver==1.4.4
+launchpadlib==1.10.16
+lazr.restfulclient==0.14.4
+lazr.uri==1.0.6
+llama_cpp_python==0.2.23
+louis==3.20.0
+lxml==4.9.2
+macaroonbakery==1.3.1
+Mako==1.1.3
+MarkupSafe==2.0.1
+matplotlib==3.7.1
 matplotlib-inline==0.1.6
-mdurl==0.1.2
-mpmath==1.3.0
-multidict==6.0.5
-mypy-extensions==1.0.0
-nest-asyncio==1.6.0
-networkx==3.2.1
-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==2.19.3
-nvidia-nvjitlink-cu12==12.3.101
-nvidia-nvtx-cu12==12.1.105
-orjson==3.9.15
-packaging==23.2
-pandas==2.2.1
+more-itertools==8.10.0
+multitasking==0.0.11
+mutagen==1.45.1
+nemo-emblems==6.0.1
+nest-asyncio==1.5.6
+netaddr==0.8.0
+netifaces==0.11.0
+numpy==1.26.2
+oauthlib==3.2.0
+onboard==1.4.1
+packaging==21.3
+PAM==0.4.2
+pandas==1.5.3
 parso==0.8.3
-pexpect==4.9.0
-pillow==10.2.0
-pinecone-client==3.1.0
-platformdirs==4.2.0
-prompt-toolkit==3.0.43
-proto-plus==1.23.0
-protobuf==4.25.3
-psutil==5.9.8
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.0.1
+platformdirs==3.2.0
+pluggy==1.0.0
+prompt-toolkit==3.0.38
+protobuf==3.12.4
+psutil==5.9.0
 ptyprocess==0.7.0
 pure-eval==0.2.2
-pyasn1==0.5.1
-pyasn1-modules==0.3.0
-pydantic==2.6.2
-pydantic_core==2.16.3
-pydub==0.25.1
-Pygments==2.17.2
-pyparsing==3.1.1
+pyarrow==12.0.0
+pycairo==1.20.1
+pycryptodomex==3.11.0
+pycups==2.0.1
+pycurl==7.44.1
+pyelftools==0.27
+pygame==2.1.3
+Pygments==2.14.0
+PyGObject==3.42.1
+PyICU==2.8.1
+pyinotify==0.9.6
+PyJWT==2.3.0
+pymacaroons==0.13.0
+PyNaCl==1.5.0
+pyparsing==2.4.7
+pyparted==3.11.7
+pyRFC3339==1.1
+pytest==7.2.0
+python-apt==2.4.0+ubuntu3
 python-dateutil==2.8.2
-python-multipart==0.0.9
-pytz==2024.1
-PyYAML==6.0.1
-pyzmq==25.1.2
-referencing==0.33.0
-regex==2023.12.25
-requests==2.31.0
-rich==13.7.0
-rpds-py==0.18.0
-rsa==4.9
-ruff==0.2.2
-safetensors==0.4.2
-scikit-learn==1.4.1.post1
-scipy==1.12.0
-semantic-version==2.10.0
-sentence-transformers==2.4.0
-shellingham==1.5.4
+python-debian==0.1.43+ubuntu1.1
+python-gnupg==0.4.8
+python-magic==0.4.24
+python-xlib==0.29
+pytz==2023.3
+pyxattr==0.7.2
+pyxdg==0.27
+PyYAML==5.4.1
+pyzmq==25.0.2
+qrcode==7.3.1
+reportlab==3.6.8
+requests==2.28.2
+requests-file==1.5.1
+requests-unixsocket==0.2.0
+screen-resolution-extra==0.0.0
+SecretStorage==3.3.1
+setproctitle==1.2.2
+simplejson==3.17.6
 six==1.16.0
-sniffio==1.3.0
-SQLAlchemy==2.0.27
-stack-data==0.6.3
-starlette==0.36.3
-sympy==1.12
-tenacity==8.2.3
-threadpoolctl==3.3.0
-tokenizers==0.15.2
-tomlkit==0.12.0
-toolz==0.12.1
-torch==2.2.1
-tornado==6.4
-tqdm==4.66.2
-traitlets==5.14.1
-transformers==4.38.1
-triton==2.2.0
-typer==0.9.0
-typing-inspect==0.9.0
+soupsieve==2.3.1
+stack-data==0.6.2
+systemd-python==234
+tinycss2==1.1.1
+tldextract==3.1.2
+tomli==2.0.1
+tornado==6.2
+traitlets==5.9.0
 typing_extensions==4.9.0
-tzdata==2024.1
-urllib3==2.2.1
-uvicorn==0.27.1
-wcwidth==0.2.13
-websockets==11.0.3
-widgetsnbextension==4.0.10
-yarl==1.9.4
+ubuntu-drivers-common==0.0.0
+ufw==0.36.1
+Unidecode==1.3.3
+urllib3==1.26.5
+vboxapi==1.0
+wadllib==1.3.6
+wcwidth==0.2.6
+webencodings==0.5.1
+websockets==9.1
+xdg==5
+xkit==0.0.0
+xlrd==1.2.0
+yfinance==0.2.14
+yt-dlp==2022.4.8
+zipp==1.0.0

test.py

@@ -0,0 +1,6 @@
+import os
+import gradio as gr
+from dotenv import load_dotenv
+
+load_dotenv()
+print('EMBEDDINGS_MODEL', os.getenv("EMBEDDINGS_MODEL"))