quillrag
quillrag is a Rust-based, single-binary local RAG server that combines BM25 keyword search with dense MiniLM retrieval. It includes the embedding model and exposes retrieval capabilities through MCP without requiring runtime model downloads.
Overview
8 featuresIn the RAG, search & retrieval space, quillrag takes a focused approach. It focuses on running private, offline retrieval over documents without downloading models or managing a hosted RAG service. quillrag is an open-source project aimed at developers building local AI and retrieval applications. The project is open source (Open Source). quillrag is available on the command line and API, and it can be self-hosted.
Ayush Yadav builds and maintains quillrag. Key capabilities include hybrid search, BM25 retrieval, and dense retrieval. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
- Hybrid search
- BM25 retrieval
- Dense retrieval
- MiniLM embeddings
- MCP server
- Single binary
- Offline operation
- Local indexing
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about quillrag
- What does quillrag do?
- Quillrag focuses on running private, offline retrieval over documents without downloading models or managing a hosted RAG service. It is catalogued under RAG, search & retrieval on PulseGate.
- Who is quillrag for?
- quillrag is an open-source project built for developers building local AI and retrieval applications.
- Does quillrag have a free plan?
- Yes — quillrag is open source under the Open Source license and free to use.
- What platforms does quillrag run on?
- quillrag runs on the command line and API. It can also be self-hosted.
- Is quillrag still maintained?
- Unverified. quillrag has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to quillrag?
- Similar projects tracked by PulseGate include AgentMem, Docklee, and ChatWith+.AgentMemDockleeChatWith+
- Who develops quillrag?
- quillrag is developed by Ayush Yadav.
- Is quillrag open source?
- Yes — quillrag is open source under the Open Source license.
Also in RAG, search & retrieval
Same category — not a similarity match