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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