VeloX - Python Server

The python-server is the brain of VeloX. It impliments our advanced AI algorithms, RAG pipelines, Langgraph workflows, handles all the heavy work for document processing and quiz generation.

Features

• Advanced RAG Pipeline: Utilizes LangChain and LangGraph to orchestrate complex, multi-step retrieval algorithms.
• Vector Database Integration: Chunks documents and stores embeddings in Pinecone for semantic search.
• "Did I understand the video?": A module that need YouTube URLs, extracts transcripts, and generates contextual quizzes.
• Observability: Fully integrated with LangSmith to trace LLM calls, monitor token usage, and debug the LangGraph flows.

Getting Started

Installation

1. Clone the repository:

   git clone [https://github.com/your-org/python-server.git](https://github.com/your-org/python-server.git)
   cd python-server

2. Install Dependencies:

   pip install -r requirements.txt

3. Set up your .env file.

4. Start server

   uvicorn main:app --reload --port 5000

That's it! Now start working on it. If you did like to contribute, please open an issue and start working on it.

Author

~Ankit Ahirwar