qdrant/fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

3.2k stars · 276 forks · Python

Caution

Caution: the median first response takes over 30 days.

Why

What would change this

Maintenance

Complete

Active

Human commits, 30 days
67
Human commits, 90 days
77
Human commits, 365 days
102
Bot share of commits, 365 days
11%
Last commit
Oct 13, 2026 (2 days ago)
Last human commit
Oct 13, 2026 (2 days ago)
Authors, 90 days
25
Last release
Oct 7, 2026 (7 days ago)
Median PR merge time
2 hours

Responsiveness: of 13 recent issues, 92% got a maintainer reply. Median first response: 34 days.

Sources: Commits, Releases, Merged pull requests, Issues

People

Complete
Owner
Organization
Commits sampled
102 since Oct 15, 2025
Authors for half of commits
1
Authors for 80% of commits
8
Contributors
52

Top committers

Sources: Commits, Contributors

Stars

Complete

Organic, confidence high

Stars per week, 2023-07-09 to 2026-10-11. 5 weeks overlap a burst.Peak 121 a week2023-07-092026-10-11
Bars show stars gained each week. Orange bars overlap a burst.

Bursts

Anyone can buy stars for any repo; bursts alone don't prove the owner did.

Sources: How star history is analyzed

Risk

Complete

Flags

No risk flags.

License

Now
Apache-2.0 (OSI-approved)
A year ago
Apache-2.0 (OSI-approved)

Packages

Package and advisory data: deps.dev and OSV.

Sources: GitHub: qdrant/fastembed, deps.dev: PyPI fastembed

Badge

Add this to a README to show the current verdict:

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Earlier verdicts

Computed 3 hours ago · method 2026.10.2