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LLM RAG Application with Cross-Encoders Re-ranking for YouTube video 🎥

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📑 RAG with Cross-Encoders Re-ranking Demo Application

Demo LLM app with RAG for the YouTube video.

🚨 NOTE: Requires Python > 3.10 with SQLite > 3.35

Watch the video 👇

🤖 Prerequisites

🔨 Setting up locally

Create virtualenv and install dependencies.

make setup

⚡️ Running the application

make run

✨ Linters and Formatters

Check for linting rule violations:

make check

Auto-fix linting violations:

make fix

🤸‍♀️ Getting Help

make

# OR

make help

🔧 Common Issues and Fixes

  • If you run into any errors with incompatible version of ChromaDB/Sqlite3, refer to this solution.