Fast Diversification for Search & Retrieval
☆502Sep 30, 2026Updated last month
Alternatives and similar repositories for pyversity
Users that are interested in pyversity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Nearly Inference Free Embeddings: make your RAG queries 500x faster☆90Apr 27, 2026Updated 6 months ago
- Fast search index for SPLADE sparse retrieval models implemented in Python using Numpy and Numba☆39Oct 16, 2025Updated last year
- Pre-train Static Word Embeddings☆111Sep 30, 2026Updated last month
- Fast Multimodal Semantic Deduplication & Filtering☆979Oct 4, 2026Updated 3 weeks ago
- Lightweight Nearest Neighbors with Flexible Backends☆352Oct 5, 2026Updated 3 weeks ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Rust Implementation of Model2Vec☆225Updated this week
- Late Interaction Models Training & Retrieval☆900Jul 23, 2026Updated 3 months ago
- Fast State-of-the-Art Static Embeddings☆2,263Oct 19, 2026Updated 2 weeks ago
- Check what an AI agent can access before you run it☆28Mar 8, 2026Updated 7 months ago
- Datamodels for hugging face tokenizers☆112Oct 3, 2026Updated 3 weeks ago
- Model implementation for the contextual embeddings project☆54Jun 2, 2025Updated last year
- Bayesian probability transforms for BM25 retrieval scores☆79Jun 20, 2026Updated 4 months ago
- bb25 is a fast, self-contained BM25 + Bayesian calibration implementation with a minimal Python API.☆153Mar 17, 2026Updated 7 months ago
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)☆4,191Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Fast BM25 search in Python, powered by Numpy and Numba☆1,818Updated this week
- Plug-and-play document AI with zero-shot models.☆127May 11, 2026Updated 5 months ago
- just a bunch of useful embeddings for scikit-learn pipelines☆530Sep 14, 2026Updated last month
- 🍡 30x faster tokenization for every HuggingFace model☆55Updated this week
- Trully flash implementation of DeBERTa disentangled attention mechanism.☆95Oct 23, 2026Updated last week
- YASEM - Yet Another Splade|Sparse Embedder - A simple and efficient library for SPLADE embeddings☆13May 22, 2025Updated last year
- IO-aware batched K-Means for Apple Silicon, ported from Flash-KMeans (Triton/CUDA) to pure MLX. Up to 94x faster than sklearn.☆18Mar 22, 2026Updated 7 months ago
- Fast, Accurate, Lightweight Python library to make State of the Art Embedding☆3,276Updated this week
- DSPydantic: Auto-Optimize Your Prompts and Pydantic Models with DSPy☆333Sep 28, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Efficient few-shot learning with Sentence Transformers☆2,858Oct 6, 2026Updated 3 weeks ago
- The Batched API provides a flexible and efficient way to process multiple requests in a batch, with a primary focus on dynamic batching o…☆161Jul 14, 2025Updated last year
- Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)☆297Mar 30, 2026Updated 7 months ago
- A lightweight orchestration framework for LLM agents, no abstractions you don’t need, no bloated APIs, just clean coordination logic that…☆18Updated this week
- Simple customizable evaluation for text retrieval performance of Sentence Transformers embedders on PDFs☆30Jan 20, 2025Updated last year
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,642Dec 20, 2025Updated 10 months ago
- Efficiently find the best-suited language model (LM) for your NLP task☆134Jul 26, 2025Updated last year
- Extra product metadata for the Amazon ESCI dataset☆59Jan 11, 2023Updated 3 years ago
- Simple UI for debugging correlations of text embeddings☆323May 28, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Knowledgeable Embedding: Injecting dynamically updatable entity knowledge into embeddings to enhance RAG☆15Aug 31, 2025Updated last year
- 🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines☆4,817Updated this week
- ☆25Jan 28, 2026Updated 9 months ago
- Unified Schema-Based Information Extraction☆2,432Oct 20, 2026Updated last week
- Generalist and Lightweight Model for Text Classification☆576Updated this week
- SpanMarker for Named Entity Recognition☆475Apr 10, 2026Updated 6 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,973May 17, 2025Updated last year