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A Retrieval Augmented Generation (RAG) Chatbot that allows you to interact with your documents using the open source LLM model Llama 3.

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rieljasperapos/RAG_Chatbot

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Chat with your documents

Chat anything about the documents that you provided. This is using open source LLM models by Meta: Llama 3

ChatbotUI

Install dependencies

Install the required dependencies in the requirements.txt

Get Groq API Key

Get your groq API Key. Obtain API KEY here

Set environment variable GROQ_API_KEY:

export GROQ_API_KEY="your_api_key"

Upload files to the data directory

Go to the /data directory and upload your documents.

run the populate_database script:

python populate_database.py

Run the streamlit app

streamlit run queryprompt.py

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A Retrieval Augmented Generation (RAG) Chatbot that allows you to interact with your documents using the open source LLM model Llama 3.

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