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RAG Implementation using Langchain, FAISS, Google Gemini Pro-1.5

Setup

This project is initialized using pdm. To learn more about pdm please refer to pdm documentation

• Install pdm using the command: pip install pdm
• Then initialize a blank project using the command pdm init. This will provide a bunch of prompts to fill, after which a template is created for you.

Requirements

• You will have to create a .env file in the root of your repo and include the following

GOOGLE_API_KEY = <YOUR_API_KEY>

Executing the project

• After installing the required packages, run pdm run streamlit run app.py to run the streamlit app.

References

• Google API Docs