GH Repository · qdrant
fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
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python/poetrypythonPythonvector-searchragretrievalopenairetrieval-augmented-generationembeddings
fastembed is a Python library from Qdrant for generating state-of-the-art embeddings, described as fast, accurate, and lightweight. It is distributed as the fastembed package and built with Poetry under an Apache-2.0 license.
You need a lightweight Python way to produce embeddings for retrieval or RAG pipelines.
Use it to
- Generate embeddings for vector search
- Build RAG retrieval pipelines
- Embed text for semantic retrieval
- Integrate embeddings into Python toolchains
For Python developers building search or RAG systems
- Role
- rag
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 248
- Open issues
- 77
- Last push
- 2026-09-16
- Latest release
- 0.0.5 · 2023-10-05
topicsembeddingspythonragretrievalvector-search