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Tag: #embedding

12 packages â€ĸ ⭐ 46,103 total stars

sentence-transformersv5.5.1đŸ›ī¸ Flagship⭐18,570

Embeddings, Retrieval, and Reranking

ipython9.12.0đŸ›ī¸ Flagship⭐16,693

IPython: Productive Interactive Computing

UltraRAGv0.3.0.2đŸŒŗ Mature⭐5,510

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

infinityv0.7.0đŸŒŗ Mature⭐4,485

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

redis-vl-pythonv0.20.0đŸŒŋ Growing⭐392

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

solon-aiv3.10.6đŸŒŋ Growing⭐362

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a

engram-memory-communitymain@2026-06-01🌱 Seedling⭐28

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

synaptic-memoryv0.16.0🌱 Seedling⭐27

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

quarkus-docling1.3.1🌱 Seedling⭐18

Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem

raptor-retrieval3.0.0🌱 Seedling⭐9

Recursive Abstractive Processing for Tree-Organized Retrieval - Neuron PHP Framework

ai-news-scraper2.9.7💤 Dormant⭐8

AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed

reasonkit-memmain@2026-05-31🌱 Seedling⭐1

🚀 Build memory and retrieval infrastructure for ReasonKit, enhancing data management and access for your applications with ease and efficiency.