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FossfitsOpen-source AI that fits your machine© 2026

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Qdrant

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Qdrant

Rust vector database with filters, payloads, and a REST API.

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Fit.

Catalog snapshot

Platforms: Linux, Macos, Windows, Docker
Operating systems: Linux, macOS, Windows
Ram floor: 4 GB
Gpu: Not needed
Docker: Yes
Setup: Beginner
Deploy as: Self-hosted, Cloud
Commercial use: Allowed

Apache 2.0 core. Their cloud is optional.

Project.

Fetched Sep 12, 2026¹

License: Apache 2.0
Stars: 34.5k¹
Forks: 2.7k¹
Open issues: 498¹
Language: Rust¹
Last commit: Sep 12, 2026¹
Latest release: Aug 29, 2026
Tags: vectorsearchrust

About.

Qdrant is a self-hosted similarity search engine. Docker is the usual path. Pair it with a RAG app; it is not a chat UI.

payload filters · REST and gRPC · snapshots

Alternatives.

PPineconePartial

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