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Welcome to Quivr 📚⚡

Quivr is an open-source full-stack Retrieval-Augmented Generation (RAG) platform. Our mission is to build the best stack that empowers anyone to create powerful RAG applications effortlessly.

We are developing a suite of tools:

  • Megaparse: An open-source document ingestion tool for efficient data parsing and preprocessing.
  • Quivr: Our core RAG engine that facilitates seamless retrieval and generation of information.
  • Le Juge: An evaluation framework to assess and improve the performance of RAG applications.

Features

  • 🗂️ Document Ingestion with Megaparse: Easily ingest and preprocess large volumes of documents for your RAG applications.
  • 🔍 Robust Retrieval with Quivr: Implement state-of-the-art retrieval techniques to enhance your AI models.
  • 📊 Performance Evaluation with Le Juge: Evaluate and benchmark your models to ensure optimal performance.
  • 🛠️ Full-Stack Solution: End-to-end tools covering ingestion, retrieval, generation, and evaluation.
  • 🌐 Open Source Collaboration: Join our community and contribute to cutting-edge RAG development.

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  1. quivr quivr Public

    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

    Python 36.9k 3.6k

  2. MegaParse MegaParse Public

    File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

    Python 4.6k 230

  3. LeJuge LeJuge Public

    Evaluator for Quivr RAG

    Jupyter Notebook 4

Repositories

Showing 6 of 6 repositories
  • quivr Public

    Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

    QuivrHQ/quivr’s past year of commit activity
    Python 36,928 3,603 86 20 Updated Dec 20, 2024
  • MegaParse Public

    File Parser optimised for LLM Ingestion with no loss 🧠 Parse PDFs, Docx, PPTx in a format that is ideal for LLMs.

    QuivrHQ/MegaParse’s past year of commit activity
    Python 4,586 Apache-2.0 230 18 5 Updated Dec 20, 2024
  • .github Public
    QuivrHQ/.github’s past year of commit activity
    0 0 0 0 Updated Dec 17, 2024
  • docs Public
    QuivrHQ/docs’s past year of commit activity
    MDX 0 1 0 0 Updated Oct 10, 2024
  • slackbot Public

    Slackbot for Quivr 🧠

    QuivrHQ/slackbot’s past year of commit activity
    Python 12 Apache-2.0 1 2 0 Updated Jul 30, 2024
  • LeJuge Public

    Evaluator for Quivr RAG

    QuivrHQ/LeJuge’s past year of commit activity
    Jupyter Notebook 4 0 0 0 Updated Jul 11, 2024

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