#vector-embedding

  1. fastembed

    generating vector embeddings, reranking locally

    v5.9.0 61K #onnx #text-embedding #embedding-model #vector-embedding #generator #reranking #vector-search #hugging-face #text-encoding #retrieval-augmented-generation
  2. trueno-rag

    Pure-Rust Retrieval-Augmented Generation pipeline built on Trueno

    v0.2.1 5.3K #vector-search #rag #nlp #embedding #vector-embedding
  3. reasonkit-mem

    High-performance vector database & RAG memory layer - hybrid search, embeddings, RAPTOR trees, BM25 fusion, and semantic retrieval for AI systems

    v0.1.7 650 #vector-embedding #semantic-search #rag #embedding #vector-database
  4. ruvector-graph

    Distributed Neo4j-compatible hypergraph database with SIMD optimization

    v2.0.3 260 #graph-database #graph-node #raft #query #distributed #cypher #hypergraph #vector-embedding #ruvector #raft-consensus
  5. memvid-core

    Core library for Memvid v2, a crash-safe, deterministic, single-file AI memory

    v2.0.137 350 #artificial-intelligence #vector-embedding #search #memory #embedding
  6. ruvector-postgres

    High-performance PostgreSQL vector database extension v2 - pgvector drop-in replacement with 230+ SQL functions, SIMD acceleration, Flash Attention, GNN layers, hybrid search, multi-tenancy…

    v2.0.2 #vector-embedding #vector-database #hnsw #embedding #pgvector
  7. lnmp-quant

    Quantization and compression for LNMP embedding vectors with minimal accuracy loss

    v0.5.16 #lnmp #embedding #vector-quantization #vector-embedding #quantization #compression
  8. qdb-rs

    Quantum Database with vector store, MPS compression, Grover search, and fault-tolerant storage

    v0.1.1 #database #vector-store #tensor-network #quantum #embedding #vector-embedding #vector-database
  9. rag-module

    Enterprise RAG module with chat context storage, vector search, session management, and model downloading. Rust implementation with Node.js compatibility.

    v0.6.3 #rag #vector-search #chat #embedding #vector-embedding
  10. skypydb

    Rust port of the skypydb reactive and vector database client

    v1.0.3 #artificial-intelligence #database-client #encryption #vector-database #vector-embedding #dashboard #input-validation #vector-search #llm #ollama
  11. kitedb

    High-performance embedded graph database

    v0.2.18 #graph-database #single-file #properties #edge #path-finding #vector-embedding #ivf #vector-database #kite #embedded-database
  12. gatekpr-vector

    Qdrant vector database integration for semantic search and RAG

    v0.2.3 #qdrant #shopify #rag #vector-embedding #embedding
  13. avocado-core

    Core engine for AvocadoDB - deterministic context compilation for AI agents

    v2.2.0 #rag #vector-database #embedding #vector-embedding #llm #ai
  14. rmcp-memex

    RAG/memory MCP server with LanceDB vector storage

    v0.3.6 #vector-search #lance-db #rag #mcp #vector-embedding #embedding
  15. raydb

    High-performance embedded graph database

    v0.2.2 #graph-database #properties #single-file #edge #vector-embedding #ivf #path-finding #embedded-database #dijkstra #multi-file
  16. ruvector-wasm

    WASM bindings for Ruvector for browser deployment

    v0.1.29 #vector-search #vector-database #vector-db #ruvector #wasm #vector-index #artificial-intelligence #vector-embedding #wasm-js #wasm-bindings
  17. europa

    A lightweight AI utilities library for Rust

    v0.0.3 #artificial-intelligence #vector-embedding #vector-search #tokenize #utilities #text-embedding #cosine-similarity #euclidean-distance #semantic-search #vector-database
  18. vectorlite

    A high-performance, in-memory vector database optimized for AI agent workloads

    v0.1.5 #vector-database #ai-agents #semantic-search #vector-search #vector-embedding #embedding
  19. zvec-bindings

    Idiomatic Rust bindings for zvec vector database

    v0.2.1 #vector-embedding #vector-database #database #similarity #embedding #database-search
  20. vyctor

    A fast CLI tool for semantic file search using vector embeddings

    v0.1.0 #vector-embedding #semantic-search #artificial-intelligence #embedding
  21. ruvector-node

    Node.js bindings for Ruvector via NAPI-RS

    v0.1.29 #nodejs #ruvector #search-query #distance-metrics #vector-search #artificial-intelligence #js-bindings #vector-embedding #vector-database #napi-rs
  22. ruvector-onnx-embeddings

    ONNX-based embedding generation for RuVector - Reimagined embedding pipeline in pure Rust

    v0.1.0 #onnx #vector-database #ml #vector-embedding #rust
  23. lnmp-embedding

    Vector embedding support for LNMP (LLM Native Minimal Protocol) with similarity calculations and delta encoding

    v0.5.16 #vector-embedding #lnmp #embedding #similarity #delta
  24. trueno-rag-cli

    CLI for Trueno-RAG pipeline

    v0.1.4 #embedding-model #artificial-intelligence #rag #pipeline #trueno #vector-embedding #cargo-run #onnx
  25. prax-pgvector

    pgvector integration for the Prax ORM — vector similarity search, embeddings, and index management

    v0.6.0 #vector-search #orm #vector-embedding #pgvector #embedding
  26. dokosa

    A command-line semantic search tool that indexes and searches local Git repositories using vector embeddings

    v0.1.2 110 #git #vector-search #search-index #semantic-search-tool #local-git #vector-embedding #git-repository #glob-pattern #similarity-search #index-file
  27. selmr

    Package to create and use Simple Explainable Language Multiset Representations

    v0.4.3 250 #multiset #representation #language #generator #document #text-search #multisets #text-data #vector-embedding #data-structures
  28. shopify-approver-vector

    Qdrant vector database integration for semantic search and RAG

    v0.1.0 #qdrant #rag #shopify #vector-embedding #embedding
  29. manifold-vectors

    Vector storage optimizations for Manifold embedded database

    v0.1.0 #vector-embedding #ml #database #embedding
  30. polymathy

    A high-performance web service that processes search queries, retrieves relevant content, and performs semantic chunking and embedding operations

    v0.1.0 #vector-search #artificial-intelligence #web-services #vector-embedding #web-search #embedding
  31. memista

    High-performance vector search service with SQLite metadata storage and USearch vector indexing

    v0.1.0 #vector-search #vector-embedding #similarity-search #vector-database #embedding #database
  32. candle_embed

    Text embeddings with Candle. Fast and configurable. Use any model from Hugging Face. CUDA or CPU powered.

    v0.1.4 220 #hugging-face #cuda #vector-embedding #search #embeddings
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  34. codeprysm-search

    Semantic code search with vector embeddings and Qdrant

    v0.1.0 #semantic-search #vector-search #qdrant #vector-embedding #embedding #code-search
  35. vector-nexus

    Abstraction layer for multiple vector databases with schema generation and RAG support

    v0.1.0 #vector-database #vector-search #rag #embedding #database-abstraction #vector-embedding
  36. lumosai-vector-core

    Core abstractions and traits for Lumosai vector storage system

    v0.1.4 #vector-embedding #vector-search #rag #embedding
  37. lumosai-vector-memory

    In-memory vector storage implementation for Lumos

    v0.1.4 #search #embedding #vector-embedding
  38. raydb-core

    High-performance embedded graph database

    v0.1.0 #graph-database #properties #single-file #edge #vector-embedding #ivf #path-finding #embedded-database #dijkstra #multi-file
  39. llm-brain

    A memory layer with ConceptNet integration and LLM-friendly interfaces, rewritten in Rust using SurrealDB

    v0.0.0 #memory #surrealdb #integration #interface #vector-embedding #embedding-generation #llm-friendly #rewritten #retrieval-augmented-generation