chatbot-llamaparse

A LLM Chatbot that uses LlamaIndex and OpenAI with Custom PDF data to answer users query.

Tech Used:

• Llama Index
• Llama Parse
• OpenAI API
• Llama Cloud
• FAISS VectorDB
• FastAPI

Installation:

• Make sure you have python 3.10.* installed in your PC.
• Before we start, make sure you have ChatGPT OpenAI API and Llama Cloud API. You can get Llama Cloud API from here.

python -m venv .venv
./.venv/Scripts/activate
pip install -r requirements.txt
uvicorn main:app --reload

• Open up localhost:8000/docs to test the APIs.

Improvements:

• Custom chatbot reply template to add reference links and image the replies.
• Use Online DB such as MongoDB Vector
• Parallel processing for loading database.

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