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Colbert Python Packages

Python packages with the GitHub topic colbert. Sorted by relevance, with stars and monthly downloads.
lightonai
fast-plaid

High-Performance Engine for Multi-Vector Search

115K 248 21
lightonai
pylate

Late Interaction Models Training & Retrieval

74K 798 79
beir-cellar
beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

43K 2K 243
answerdotai
byaldi

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

5K 847 93
MauroCE
m3serve

Optimised BAAI/bge-m3 serving with dense + sparse + ColBERT embeddings, async dynamic batching and pipeline GPU inference

4K 4 0
arclabs561
rankops

Rank fusion and reranking

3K 0 0
smarthi
pymuvera

Python library for MUVERA multi-vector retrieval via Fixed Dimensional Encodings. ColBERT / ColQwen2 / ColQwen3.5 compatible.

3K 1 0
lightonai
pylate-rs

PyLate efficient inference engine

2K 84 9
superlinear-ai
raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

2K 1K 102
ddickmann
vllm-factory

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

904 54 6
lightonai
pylate-rs-mkl

PyLate efficient inference engine

738 84 9
raphaelsty
neural-cherche

Sparse Embeddings for Neural Search.

446 369 17
lightonai
pylate-rs-metal

PyLate efficient inference engine

343 84 9
lightonai
pylate-rs-accelerate

PyLate efficient inference engine

287 84 9
IntelLabs
fastrag

An Efficient Retrieval Augmentation and Generation Framework for Intel Hardware.

244 2K 167
rizwandel
carag

A Powerful Python Library to Build AI Applications with the RAG

240 2 0
fresh-stack
freshstack

This repository helps you evaluate your models on the FreshStack benchmark!

218 34 3
raphaelsty
neural-tree

Tree-based indexes for neural-search

82 32 2
lightonai
pylate-rs-cuda

PyLate efficient inference engine

57 84 9
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