qdrant / fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Why this job: topics: rag, retrieval-augmented-generation, embeddings, vector-search
What it does
FastEmbed is a lightweight, fast, Python library built for embedding generation. We support popular text models. Please open a GitHub issue if you want us to add a new model.
Get started
pip install fastembed
# or with GPU support
pip install fastembed-gpu- Maintenance
- Active
- Last commit 13 days ago
- Stars
- 3,288
- +12 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.9.1
- Released 17 days ago
- Built with
- Python
- 90% of the code
Is it looked after?
- Contributors
- 29
- Last 90 days
- Issues
- 78% closed
- 63 still open
- Pull requests
- 389 merged
- 50 waiting
- Releases
- 30
- 5 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 90%
- Jupyter Notebook 10%
Topics
- embeddings
- openai
- rag
- retrieval
- retrieval-augmented-generation
- vector-search
Project record
- JobRAG and search
- StatusListed
- Commits708
- Forks299
- Watching22
- Stars in 28 days+49
- CreatedJul 14, 2023
- First seen by usNov 7, 2026
- CheckedNov 10, 2026