{"repo":"Dcup-dev/dcup","free":true,"listed":false,"github":"https://github.com/Dcup-dev/dcup","clone":"git clone https://github.com/Dcup-dev/dcup.git","description":"Dcup - Advanced RAG for Personal Knowledge ☕","language":"TypeScript","stars":54,"topics":["ai","nextjs14","openai","postgresql","python","qdrant","rag","redis"],"license":"GPL-3.0","category":"ai-agents","readme_excerpt":"Dcup: The Open-Source RAG-as-a-Service Platform 📖 Open Source, Now and Forever 🚀 Dcup is your go-to solution for building and scaling Retrieval-Augmented Generation (RAG) systems. Whether you’re a developer looking to integrate AI-driven search capabilities or a team wanting to harness data for smarter retrieval, Dcup is fully open-source, self-hostable, and built with scalability in mind. ✨ Key Features - Fully Open Source & Self-Hostable: Maintain control over your data and infrastructure. - Connected RAG: Easy-to-use integrations with Google Drive, Dropbox, AWS, and direct file uploads. - Advanced Search Capabilities: LLM re-ranking, summary indexing, hybrid search using OpenAI embeddings and Qdrant vector storage. - Intuitive Retrieval API: Seamlessly query and refine your data with optional re-ranking. - Developer-Centric: With clear documentation, easy-to-use APIs, and a modular architecture. ⚡️ How Dcup Works 1️⃣ Ingest Start by ingesting your data. Dcup offers simple APIs for uploading files or directly connecting to popular sources like Google Drive, Dropbox, and AWS. Your data stays up-to-date automatically with effortless syncing. 2️⃣ Chunk and Index Once ingested, Dcup automatically chunks and embeds your data into vectors using OpenAI embeddings. The vectors are stored in a scalable Qdrant vector database, with indexing for enhanced retrieval (vector, summary, and keyword indexing). 3️⃣ Retrieve The final step is retrieval. With the Dcup Retrieval API, you can ","default_branch":null,"files":null,"tree":[],"storefront":"/r/Dcup-dev","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Dcup-dev/dcup/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}