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Achref Soua edited this page Jun 26, 2026
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Quiver is a security-first, memory-frugal vector database written in Rust, with a retro terminal cockpit. Self-hostable, encrypted by default, single-node by design (optionally clustered).
This wiki is a quick orientation and a hub. The authoritative, versioned docs live in the repository so they never drift from the code — this page just points you to them.
- README — overview, quickstart, and feature highlights.
- "Quiver, Explained" field guide — a 60-page, beginner-to-expert PDF: embeddings and ANN from first principles, the engine block by block, durability, the security model, and honest benchmarks.
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Quickstart: clone, then
cargo run -p quiverdb-cli -- demoto seed a demo database, start the server, and open the cockpit — zero config.
The docs site (mdBook) lives under apps/docs/ — build it locally with mdbook build apps/docs. It covers:
- Concepts, Quickstart, Self-hosting & configuration, Kubernetes & Helm
- Guides: RAG, agentic patterns (MCP), tuning
- Features: indexing & memory frugality, concurrency, hybrid search, server-side embedding, multi-vector, encrypted search, migration importers, replication, snapshots, observability
- API & SDKs: CLI reference, REST & gRPC, MCP server, Python/TypeScript/Go SDKs
- Security and Architecture
Quick links: the REST API is specified as OpenAPI 3.1; the CLI and every QUIVER_* setting are documented in the docs site's reference pages.
Security is Quiver's foundation, stated honestly:
- Threat model — what is defended, against whom, and what is not protected.
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Security audit — a static OWASP-style review plus a dynamic OWASP ZAP scan and the fuzzers re-run, with every finding fixed and regression-tested (see
docs/security/). - Report a vulnerability — please use private reporting, not a public issue.
- Roadmap & phases
- Architecture decision records (ADRs)
- Contributing · Support · Code of Conduct
- Questions: Discussions · Bugs: Issues
See also the FAQ.
Quiver — the security-first vector database · Discussions · Issues · AGPL-3.0