xhluca / bm25s
Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy
☆1,063Updated last week
Alternatives and similar repositories for bm25s:
Users that are interested in bm25s are comparing it to the libraries listed below
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,338Updated last month
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆832Updated 10 months ago
- Code for explaining and evaluating late chunking (chunked pooling)☆346Updated 3 months ago
- Late Interaction Models Training & Retrieval☆259Updated this week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,313Updated this week
- Fast Semantic Text Deduplication☆577Updated 3 weeks ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆413Updated last week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,568Updated this week
- Easily embed, cluster and semantically label text datasets☆516Updated 11 months ago
- Bringing BERT into modernity via both architecture changes and scaling☆1,279Updated this week
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆753Updated last month
- Evaluate your LLM's response with Prometheus and GPT4 💯☆883Updated this week
- Automated Evaluation of RAG Systems☆562Updated 4 months ago
- Fast State-of-the-Art Static Embeddings☆1,098Updated 3 weeks ago
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆770Updated 3 months ago
- Generative Representational Instruction Tuning☆610Updated last week
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆1,614Updated this week
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆531Updated 8 months ago
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆414Updated last year
- ☆501Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,141Updated 6 months ago
- MTEB: Massive Text Embedding Benchmark☆2,338Updated this week
- Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali☆1,924Updated this week
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024☆1,876Updated this week
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,736Updated 3 weeks ago
- Efficient Retrieval Augmentation and Generation Framework☆1,489Updated 2 months ago
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆173Updated 6 months ago
- A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.☆265Updated this week
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,312Updated this week
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆524Updated last week