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
- Maintainers took a median of 34 days to first respond to 13 recent issues. (source 1, source 2, source 3, source 4)
What would change this
- Maintainers reply faster, with a median under 30 days.
Maintenance
CompleteActive
- 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
- joein: 63% of commits
- RAMZI0TO99: 5% of commits
- estebany-qd: 4% of commits
- bashofmann: 2% of commits
- HuaTNA: 2% of commits
Sources: Commits, Contributors
Stars
CompleteOrganic, confidence high
Bursts
- Oct 18, 2023 to Oct 25, 2023: about 186 more stars than usual, peak 61 in one day, a spike that tapers off. Outside explanation: a jump in forks, a jump in issues and pull requests.
- Jan 9, 2024 to Jan 11, 2024: about 27 more stars than usual, peak 15 in one day, a spike that tapers off. Outside explanation: a jump in issues and pull requests.
- Jul 4, 2024 to Jul 8, 2024: about 95 more stars than usual, peak 34 in one day, a shape we can't classify. Outside explanation: a jump in forks, a jump in issues and pull requests.
Anyone can buy stars for any repo; bursts alone don't prove the owner did.
- The star history looks organic.
Sources: How star history is analyzed
Risk
CompleteFlags
No risk flags.
License
- Now
- Apache-2.0 (OSI-approved)
- A year ago
- Apache-2.0 (OSI-approved)
Packages
- fastembed (PYPI): latest 0.9.0, published Oct 7, 2026
Advisories for the latest version: none listed
Package and advisory data: deps.dev and OSV.
Badge
Add this to a README to show the current verdict:
[](https://reporadar.ai/qdrant/fastembed)Earlier verdicts
- Oct 15, 2026: Caution
- Oct 14, 2026: Caution
Computed 3 hours ago · method 2026.10.2