Retrieval Ranking Fusion Embedding Tools
There are 6 retrieval ranking fusion tools tracked. 1 score above 70 (verified tier). The highest-rated is xhluca/bm25s at 74/100 with 1,560 stars. 1 of the top 10 are actively maintained.
Get all 6 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=retrieval-ranking-fusion&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
xhluca/bm25s
Fast lexical search implementing BM25 in Python |
|
Verified |
| 2 |
ALucek/QuicKB
Optimize Document Retrieval with Fine-Tuned KnowledgeBases |
|
Established |
| 3 |
Rohith-2/bm25-fusion
An ultra-fast BM25 retriever with support for multiple variants and... |
|
Emerging |
| 4 |
analyticsinmotion/symrank
🐍📦 High-performance cosine similarity ranking for Retrieval-Augmented... |
|
Emerging |
| 5 |
MukundaKatta/HybridFind
Hybrid semantic + keyword search — BM25 and vector similarity with... |
|
Experimental |
| 6 |
JhaAyush01/Embedding-Quantization-for-Significantly-Faster-Cheaper-Retrieval
Unofficial Implementation of Binary and Scalar Embedding Quantization for... |
|
Experimental |