chipper — DeepSeek AI Agent
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    chipper

    chipper

    TilmanGriesel December 22, 2024
    486 copies 0 downloads

    ✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

    <p align="center"><img src="https://raw.githubusercontent.com/TilmanGriesel/chipper/refs/heads/main/docs/public/assets/banner.png" width="640" alt="Logo Chipper RAG Util"/></p> <p align="center"> <!-- <a href="https://chipper.tilmangriesel.com/"><img src="https://img.shields.io/github/actions/workflow/status/TilmanGriesel/chipper/.github%2Fworkflows%2Fdocs-deploy.yml?colorA=1F2229&colorB=ffffff&style=for-the-badge&label=GitHub Pages"></a>--><!-- TODO: check why this shield does not work anymore --> <a href="https://github.com/TilmanGriesel/chipper/actions"><img src="https://img.shields.io/github/actions/workflow/status/TilmanGriesel/chipper/.github%2Fworkflows%2Fpublish-docker.yml?colorA=1F2229&colorB=ffffff&style=for-the-badge&label=DockerHub"></a> <a href="https://github.com/tilmangriesel/chipper/stargazers"><img src="https://img.shields.io/github/stars/tilmangriesel/chipper?colorA=1F2229&colorB=ffffff&style=for-the-badge"></a> <a href="https://github.com/tilmangriesel/chipper/issues"><img src="https://img.shields.io/github/issues/tilmangriesel/chipper?colorA=1F2229&colorB=ffffff&style=for-the-badge"></a><a href="https://hub.docker.com/repository/docker/griesel/chipper"><img src="https://img.shields.io/docker/pulls/griesel/chipper?colorA=1F2229&colorB=ffffff&style=for-the-badge"></a> </p>

    Chipper provides a web interface, CLI, and a modular, hackable, and lightweight architecture for RAG pipelines, document splitting, web scraping, and query workflows, enhancing generative AI models with advanced information retrieval capabilities. It can also function as a proxy between an Ollama client, such as Enchanted or Open WebUI, and an Ollama instance. Built with Haystack, Ollama, Hugging Face, Docker, TailwindCSS, and ElasticSearch, it runs as a fully containerized service.

    This project started as a personal tool to help my girlfriend with her book, using local RAG and LLMs to explore characters and creative id

    Tags

    agentagentic-aideepseekdeepseek-chatdeepseek-r1embeddinghugging-facehuggingfacellama3llm

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