PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
171,317

Apps indexed

 

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Last update

 

Cadence
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Indexed today: 332

PulseGate

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Bm25

huggingface.co·Infrastructure

xzcasdqw/bm25 is an open-source BM25 ranking model designed for document similarity and search tasks. It integrates with FastEmbed and Qdrant, allowing developers to embed and rank documents efficiently. Ideal for building search and retrieval systems.

Open SourceApache-2.0
WebEmbeddableCLI
B
Bm25 preview
Visit huggingface.co↗
⭐3.1k
stars
🍴213
forks
✓5
features
📅2023
since

Overview

5 features

Bm25 sits in PulseGate's Foundation models & chat category. Enabling developers to perform efficient document ranking and similarity search using BM25. It is built as an open-source project for developers. Bm25 is open source under the Apache-2.0 license. It runs on the web, embeddable surfaces, and the command line.

It is developed by xzcasdqw, and the product first shipped in 2023. Development happens publicly on GitHub with 3.1k stars and 6 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — Bm25 occupies a relatively distinct niche. Key capabilities include BM25 ranking, document similarity, and fastEmbed support.

  • ✓BM25 ranking
  • ✓Document similarity
  • ✓FastEmbed support
  • ✓Qdrant integration
  • ✓Sparse embeddings

Tags

bm25document-rankingfastembedqdranttext-search

AI capabilities

Text

Built with & integrations

Hosting
aws
Runs on
BrowserEmbeddableCLI

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ GitHub · ★ 3.1k✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 13, 8:56 AM

    xzcasdqw/bm25 discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Bm25

What does Bm25 do?
Enabling developers to perform efficient document ranking and similarity search using BM25. It is catalogued under Foundation models & chat on PulseGate.
Who is Bm25 for?
Bm25 is an open-source project built for developers.
Is Bm25 free?
Yes — Bm25 is open source under the Apache-2.0 license and free to use.
What platforms does Bm25 run on?
Bm25 runs on the web, embeddable surfaces, and the command line.
Is Bm25 still maintained?
PulseGate's automated liveness checks currently classify Bm25 as active. The GitHub repository shows 6 commits in the last 90 days.
What are alternatives to Bm25?
Similar tools tracked by PulseGate include 5 7b Cleanup Panda Ft Numbers Deep Judge Full Prompt Seed2, 5 7b Cleanup Cat Dpo Numbers Deep Judge Full Prompt Seed2, and 5 7b Cleanup Cat Dpo Numbers Deep Judge Full Prompt Seed3.5 7b Cleanup Panda Ft Numbers Deep Judge Full Prompt Seed25 7b Cleanup Cat Dpo Numbers Deep Judge Full Prompt Seed25 7b Cleanup Cat Dpo Numbers Deep Judge Full Prompt Seed3
Who makes Bm25?
Bm25 is developed by xzcasdqw.
When did Bm25 launch?
Bm25 first shipped in 2023.

At a glance

Pricing
Open Source
Platforms
Web
Languages
English
Open source
Yes · ★ 3.1k
License
Apache-2.0
First seen
Aug 24, 2023
Activity
🟢 Active
Status
🟢 Active
Built for
developers
Model
Open source
Solves
Enabling developers to perform efficient document ranking and similarity search using BM25.

Developer

xzcasdqw
Community-driven
↗ GitHub

Open source

View on GitHub →
⭐ Stars
3,086
🍴 Forks
213
Open issues
137
Last commit
3w ago
Commits 90d
6
Contributors
29
Authorship
Community-driven
Default branch
main
Latest release
v0.8.0 · 4mo ago

PulseGate index

Confidence
Medium · 70
Indexed
Jul 13, 2026
Lifecycle
Alive
Activity
Active
First seen
Aug 2023
Last seen
2d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmrizo6f9010zew86nb2nas7i
Slug
xzcasdqw-bm25-huggingface-co
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 13, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 13, 2026
Canonical URL
https://huggingface.co/xzcasdqw/bm25

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