few changes

few final changes

changes in prompt

changes to prompt

changes

changes in add_document

made changes to add_document fxn

fix for chromadb embedding fxn

Final: Correct Dockerfile and restore app code

changes in docker file

debuggin

changes to main_api.py

made changes

changed endpoint

changes to main_api.py

made changes to main_api.py

changes to main_api.py

added models to kaggle and connected using ngrok

updated main_api.py to reduce time

update main_api.py

changes to main_api.py files making it more robust and better

changes to main_api.py

added auth

update main_api.py

updated main_api.py

changes in main_api.py file

update main_api.py

changes in main_api.py file

changes in main_api.py file

provided directory to main_api.py

made changes to main_api.py

some changes

changed entire main_api.py file

new main_api.py code

minor changes

removed existing pipeline and created new retriever and chain

made changes to query retriever

changes to groqllm class

changes to groqllm class

changes related to groq error

made chanes to groqllm class

changed enitire requirements.txt and main_api.py to intergrate langchain with it and more ml based matching to get good responses.

changed code of main_api.py to address issues like api key managment and better response generation

made chanes to main_api.py file to get better answers

made changes in main_api.py file so that this error :NameError: name 'chunks' is not defined does not occur

made changes to main_api.py so that this error : TypeError: 'DocumentChunk' object is not subscriptable does not occur

made changes in main_api.py file to make sure that this issue :AttributeError: 'State' object has no attribute 'chroma_client' does not occur

fix: orrect .gitignore and removed b from tracking

fix: Import Request object

fix: Correct object access for adding documents to ChromaDB