Lib.rs

› Keywords #llm #artificial-intelligence #embedding #vector-database #vector-search

#rag

  1. swiftide-indexing

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai

  2. swiftide

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai

  3. trueno-rag

    Pure-Rust Retrieval-Augmented Generation pipeline built on Trueno

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

  4. ratatoskr-cli

    Trace-first, deterministic execution for language model workflows

    v0.3.1 #llm #provenance #audit #rag #trace

  5. reasonkit-mem

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

    v0.1.7 900 #vector-embedding #semantic-search #rag #embedding #vector-database

  6. helix-db

    HelixDB is a powerful, open-source, graph-vector database built in Rust for intelligent data storage for RAG and AI

    v1.0.115 460 #artificial-intelligence #graph-database #rag #built #helix #vector-db #vector-database #data-model #data-storage

  7. oxirag

    A four-layer RAG engine with SMT-based logic verification and knowledge graph support

    v0.1.1 #verification #semantic-search #rag #smt #wasm

  8. luckyshot

    A CLI tool for one-shot code generations using RAG and file watching

    v0.5.1 440 #semantic-search #file-watching #rag #artificial-intelligence #retrieval-augmented-generation #embedding #bm25 #dot-product #overlap #file-search

  9. rank-refine

    SIMD-accelerated MaxSim, cosine, diversity (MMR/DPP) for vector search and RAG pipelines

    v0.7.36 #vector-search #rag #colbert #similarity

  10. gemini-ai

    based Gemini AI API, enabling access to advanced natural language processing and multimodal models

    v0.1.1689 2.0K #rag #gemini #bard

  11. markdown-harvest

    designed to extract, clean, and convert web content from URLs found in text messages into clean Markdown format. Originally created as an auxiliary component for Retrieval-Augmented Generation (RAG)…

    v0.1.6 #retrieval-augmented-generation #rag #html-text

  12. swiftide-docker-executor

    A docker executor for swiftide agent tools

    v0.13.5 #llm #openai #rag

  13. deepthought

    Functional wrapper around Llama.cpp with Rust Dynamic datatypes and Vector store support for creating RAG applications

    v0.1.11 #llama-cpp #rag #embedding #vector #vecstore

  14. snippet-agent

    Codebase parsing tool. It aggregates code (i.e. RAG) as an input to LLMs

    v0.1.1 #cli-parser #rag #parser

  15. context-mcp

    MCP server for context storage, text-based retrieval, and temporal tracking with optional persistence

    v0.1.6 #rag #temporal #mcp #context

  16. langchain-ai-rust

    Build LLM applications in Rust with type safety: chains, agents, RAG, LangGraph, embeddings, vector stores, and 20+ document loaders. A LangChain port supporting OpenAI, Claude, Gemini…

    v5.0.1 #rag #langchain #deep-agent #llm-agent #llm

  17. avocado-cli

    CLI tool for AvocadoDB - deterministic context compilation for AI agents

    v2.2.0 #rag #vector-database #llm #embedding #ai

  18. reasonkit

    The Reasoning Engine — Complete ReasonKit Suite | Auditable Reasoning for Production AI

    v0.1.6 #artificial-intelligence #rag #llm #mcp

  19. foxstash-core

    High-performance local RAG library - SIMD-accelerated vector search, HNSW indexing

    v0.3.1 #vector-search #hnsw #rag #embedding

  20. ares-server

    A.R.E.S - Agentic Retrieval Enhanced Server: A production-grade agentic chatbot server with multi-provider LLM support, tool calling, RAG, and MCP integration

    v0.5.0 #artificial-intelligence #chat-bot #rag #llm

  21. swiftide-query

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai

  22. kiru

    Fast text chunking for Rust

    v0.1.11 210 #nlp #chunking #rag #text

  23. 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

  24. ragit-server

    poc server implementation of ragit

    v0.4.2 700 #ragit #rag #server #pipeline #poc #git-like

  25. rusty-page-indexer

    A high-performance, reasoning-based RAG indexer in Rust following the PageIndex pattern

    v0.5.5 #markdown #rag #pdf #llm #index

  26. infernum-server

    HTTP API server for local LLM inference

    v0.2.0-rc.2 #web-api #inference #api-model #chat-completion #prometheus #rag #health-check #llm #llm-inference #infernum

  27. phago

    Self-evolving knowledge substrates through biological computing primitives

    v1.0.0 #knowledge-graph #agent #rag #biological-computing #hebbian-learning

  28. tavily

    A tiny tool for calling Tavily's REST API in the simplest way!

    v2.1.0 2.9K #search-engine #rag #llm-search #web-browser

  29. swiftide-integrations

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #rag #openai #llm

  30. rsrvr

    Store all your LLM Interactions

    v0.2.4 250 #artificial-intelligence #chat-completion #reservoir #openai #graph-database #llm #proxy #import-export #rag

  31. polarisdb

    embedded vector database for local AI and RAG workloads

    v0.1.2 #vector-database #rag #embedding #vector

  32. rwkv-agent-kit

    high-performance memory system for AI applications with advanced RAG capabilities, vector-graph hybrid storage, and adaptive learning. Built with Rust for scalability and efficiency.

    v0.1.1 #graph-database #rag #vector-database #memory

  33. swiftide-docker-service

    A docker executor for swiftide agent tools

    v0.13.5 #llm #openai #rag

  34. swiftide-agents

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #rag #llm #openai

  35. ix-cli

    Ixchel CLI

    v0.1.0 #git #knowledge-graph #rag #cli

  36. phago-agents

    Reference agent implementations using Phago biological primitives

    v1.0.0 #knowledge-graph #agent #rag #biological-computing #hebbian-learning

  37. gatekpr-vector

    Qdrant vector database integration for semantic search and RAG

    v0.2.3 #qdrant #shopify #rag #vector-embedding #embedding

  38. phago-rag

    Biological RAG — query interface on self-organizing Hebbian knowledge graph

    v1.0.0 #knowledge-graph #rag #hebbian-learning #biological-computing

  39. avocado-core

    Core engine for AvocadoDB - deterministic context compilation for AI agents

    v2.2.0 #rag #vector-database #embedding #vector-embedding #llm #ai

  40. avocado-server

    HTTP server for AvocadoDB - deterministic context compilation for AI agents

    v2.2.0 #rag #vector-database #embedding #llm #ai

  41. swiftide-langfuse

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #openai #rag

  42. ragit

    git-like rag pipeline

    v0.4.5 #rag #pipeline #git-like #knowledge-base #turn

  43. rmcp-memex

    RAG/memory MCP server with LanceDB vector storage

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

  44. graphrag-core

    Core portable library for GraphRAG - works on native and WASM

    v0.1.0 #knowledge-graph #rag #llm

  45. gatekpr-opencode

    OpenCode CLI integration for RAG-powered validation enrichment

    v0.2.3 #shopify #validation #opencode #rag

  46. embedvec

    Fast, lightweight, in-process vector database with HNSW indexing, metadata filtering, E8 quantization, and PyO3 bindings

    v0.6.0 #vector-database #hnsw #rag #ann #embedding

  47. memvid-ask-model

    LLM inference module for Memvid Q&A with local and cloud model support

    v2.0.137 #artificial-intelligence #inference #rag #llm-inference #memvid #llm

  48. adk-rag

    Retrieval-Augmented Generation for Rust Agent Development Kit (ADK-Rust) agents

    v0.3.1 #artificial-intelligence #retrieval-augmented-generation #rag #adk

  49. bridge-embex-infrastructure

    Infrastructure layer for Embex (observability, retry, config, adapter factory)

    v0.1.0 #artificial-intelligence #embex #lance-db #infrastructure #observability #vector-database #qdrant #nodejs #semantic-search #rag

  50. project-rag

    RAG-based codebase indexing and semantic search - dual purpose library and MCP server

    v0.1.0 #semantic-search #rag #mcp #code-analysis

  51. codanna

    Code Intelligence for Large Language Models

    v0.9.14 #semantic-search #mcp-server #llm #rag #code-intelligence

  52. rs-agent

    Lattice AI Agent Framework for Rust - Build production AI agents with clean abstractions

    v1.0.1 #artificial-intelligence #rag #utcp #llm #ai-agent

  53. memkb

    A local AI in memory RAG for markdown files in a folder exposed as MCP

    v0.0.2 #artificial-intelligence #mcp #embedding-generation #memory #search #markdown #rag #model-context-protocol

  54. vecmindb

    High-performance vector database with multiple index algorithms (HNSW, IVF, etc.) and NSGA-II auto-tuning

    v0.1.0 #vector-database #similarity-search #rag #embedding #ann

  55. rag-toolchain

    native library designed to empower developers with seamless access to common Gen AI workflows

    v0.1.9 600 #artificial-intelligence #rag #chat-completion #generative-ai #vector-store #embedding-generation #rust-native #text-embedding #knowledge-base #openai

  56. llama-core

    The core library of LlamaEdge

    v0.35.0 #llama-edge #server-api #build #chat-bot #rag

  57. yvdb

    Small educational in-memory vector database with REST API, append-only durability, brute-force search, and adaptive heartbeat feat for RAG hallucination mitigation

    v0.1.1 #vector-database #rag #embedding #educational #rust

  58. rrag

    High-performance Rust framework for Retrieval-Augmented Generation with pluggable components, async-first design, and comprehensive observability

    v0.1.0-alpha.2 #retrieval-augmented-generation #rag #llm #rust

  59. ghost-lib

    Ghost Librarian — ultra-lightweight local-LLM RAG engine with Context Distillation

    v0.2.0 #ollama #rag #llm #embedding

  60. seekdb-rs

    Rust SDK for SeekDB

    v0.1.1 #mysql #rag #vector-database #oceanbase

  61. lumen-rag

    A modular, database-agnostic RAG framework for Rust supporting MongoDB, Qdrant, and SAP HANA Cloud

    v0.2.1 #rag #vector-database #search #llm #sap-hana #vector-search

  62. capsa

    A compact, lightweight library for embedding-based document storage and retrieval

    v0.1.0 #semantic-search #vector-search #rag #embedding

  63. tarzi

    Rust-native lite search for AI applications

    v0.1.9 #web-crawler #rag #search

  64. vecstore

    The perfect vector database - 100/100 score, embeddable, high-performance, production-ready with RAG toolkit

    v1.0.0 #vector-search #vector-database #rag #hnsw #embedding

  65. miyabi-potpie

    Potpie AI integration for Miyabi - Neo4j knowledge graph and RAG engine

    v0.1.1 #knowledge-graph #rag #code-analysis #artificial-intelligence #potpie

  66. trueno-rag-cli

    CLI for Trueno-RAG pipeline

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

  67. phago-viz

    Browser-based real-time visualization for Phago colonies

    v1.0.0 #knowledge-graph #agent #rag #biological-computing #hebbian-learning

  68. stolas

    Knowledge and RAG engine - The Prince reveals hidden knowledge

    v0.2.0-rc.2 #rag #engine #document #hybrid-search #reveals #dense #embedding-generation #chunking

  69. phago-llm

    LLM integration for Phago semantic intelligence

    v1.0.0 #knowledge-graph #rag #biological-computing #hebbian-learning

  70. velesdb-wasm

    VelesDB for WebAssembly - Vector search in the browser

    v0.4.0 #vector-search #artificial-intelligence #indexed-db #distance-metrics #vector-store #dot-product #in-browser #vector-database #rag #cosine

  71. phago-embeddings

    Embedding backends for Phago semantic intelligence

    v1.0.0 #knowledge-graph #rag #hebbian-learning #biological-computing

  72. hallucination-detection

    Extremely fast Hallucination Detection for RAG using BERT NER, noun, and number analysis

    v0.1.5 160 #artificial-intelligence #retrieval-augmented-generation #onnx #detect #ner #rag #bert #proper-noun #hallucination #english-words

  73. slabs

    Text chunking for RAG: fixed, sentence, recursive, and semantic strategies

    v0.1.0 #chunking #nlp #rag #text-segmentation

  74. foxloom

    Hybrid memory layer with mem0-style semantics on top of foxstash-core

    v0.2.1 #memory #rag #agent #vector #foxstash

  75. zqa

    A QA and search program for your Zotero library

    v0.1.0-beta.2 #artificial-intelligence #embedding-model #env-file #zotero #provider #openai-api-key #gemini #qa #rag #text-embedding

  76. toon-cli

    Command-line tool for TOON-LD format conversion

    v0.2.2 #json-ld #toon-ld #rdf #format-conversion #convert #knowledge-graph #llm #rag

  77. zqa-rag

    A retrieval-augmented generation (RAG) crate, used by zqa

    v0.1.0 #retrieval-augmented-generation #embedding-model #artificial-intelligence #lance-db #rag #text-embedding #openai-api-key #llm #anthropic #ai-model

  78. serdes-ai-embeddings

    Embedding models and vector operations for serdes-ai

    v0.2.0 #rag #llm #vector #embedding

  79. rexis

    Agentic AI Framework for Rust with memory-first agents, RAG, and graph orchestration

    v0.1.0 #rag #ai-agents #memory #llm

  80. mini_langchain_core

    A low-cost, cross-language LangChain implementation

    v0.1.0 #rag #langchain #ai-agent #llm

  81. gh-docs-download

    Efficient CLI tool for downloading documentation from GitHub repositories using git sparse checkout. Perfect for RAG applications and documentation collection.

    v0.2.0 #git #documentation #rag

  82. xlsxzero

    Pure-Rust Excel parser and Markdown converter for RAG systems

    v0.1.0 #xlsx #markdown-parser #rag #excel-parser #excel

  83. helix-metrics

    Metrics for HelixDB

    v0.1.1 #graph-database #helix-db #artificial-intelligence #metrics #vector-db #vector-database #rag

  84. ix-core

    Ixchel core library: registries, validation, sync orchestration, and context building

    v0.1.0 #knowledge-graph #provenance #rag #git

  85. ai00-mem

    high-performance memory system for AI applications with advanced RAG capabilities, vector-graph hybrid storage, and adaptive learning. Built with Rust for scalability and efficiency.

    v0.1.0 #rag #graph-database #vector-database #memory

  86. swiftide-macros

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai

  87. oxirs-chat

    RAG chat API with LLM integration and natural language to SPARQL translation

    v0.1.0 #artificial-intelligence #rag #semantic-search #llm

  88. wg-ragsmith

    Semantic chunking and RAG utilities for document processing and retrieval-augmented generation

    v0.1.4 #chunking #rag #vector-search #nlp #semantic-chunking

  89. contrag-core

    ContRAG - Advanced RAG library for ICP canisters with on-chain storage

    v0.1.0 #rag #icp #web3 #embedding

  90. ragit-pdl

    pdl parser for ragit

    v0.4.5 #ragit #pdl #rag #parser #git-like

  91. phago-runtime

    Colony management, scheduling, and runtime for Phago biological computing

    v1.0.0 #knowledge-graph #agent #rag #biological-computing #hebbian-learning

  92. ragit-cli

    cli argument parser for ragit

    v0.4.5 #rag #cli-argument-parser #arguments #git-like #pipeline

  93. oxirs-graphrag

    GraphRAG: Hybrid Vector + Graph Retrieval-Augmented Generation for OxiRS

    v0.1.0-rc.2 #vector-search #knowledge-graph #rag #graphrag #llm

  94. tavily2

    A tiny tool for calling Tavily's REST API in the simplest way!

    v0.1.0 #search-engine #tavily #rag #llm-search #web-browser

  95. shopify-approver-vector

    Qdrant vector database integration for semantic search and RAG

    v0.1.0 #qdrant #rag #shopify #vector-embedding #embedding

  96. ragit-ignore

    ignore-parser for ragit

    v0.4.5 #ragit #rag #pipeline #git-like #add

  97. kjarni

    Cross-platform ML inference engine. Embeddings, classification, reranking, and RAG search

    v0.0.1-alpha.1 #inference-engine #search-engine #cross-platform #classification #ml #rag #embedding #reranking

  98. kjarni-rag

    Kjarni RAG - Retrieval-augmented generation for the Kjarni inference engine

    v0.0.1-alpha.1 #retrieval-augmented-generation #inference-engine #kjarni #rag

  99. spark-bert

    Hybrid vector search using an inverted index and BERT embeddings

    v0.1.0 #vector-search #inverted-index #bert #rag #sparse #sparse-vector

  100. axiom-ai-core

    Core abstractions and traits for Axiom

    v0.1.0 #axiom #abstraction #agent #traits #rag #wasm-sandbox #building-block #artificial-intelligence

  101. ragit-api

    api utilities for ragit

    v0.4.5 #ragit #api #utilities #rag

  102. anchor-chain

    A statically typed async framework for building LLM-based applications

    v0.4.2 450 #langchain #openai #rag #claude #llm

  103. rrag-graph

    Graph-based agent orchestration system built on RRAG framework

    v0.1.0-alpha.1 #ai-agents #rag #graph-workflow #graph #workflow

  104. rexis-rag

    Rexis RAG - High-performance Retrieval-Augmented Generation framework with memory-first agents, vector search, and LLM integration

    v0.1.0 #rag #agent #llm

  105. archiver

    RAG implementation with langchain-rust

    v0.3.2 180 #surrealdb #llm #rag #langchain

  106. qrawl

    Composable web crawling tools for Rust

    v0.5.4 #rag #tool #agent #scrape #crawl

  107. ragzilla

    providing tools for RAG (Retrieval-Augmented Generation) pipelines

    v0.3.2 #rag #parser #embedding #transcribing

  108. 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

  109. mantr-sdk

    Official Rust SDK for Mantr - Deterministic Semantic Memory

    v1.0.0 #rag #memory #graph #semantic

  110. ragtime

    Easy Retrieval Augmented Generation

    v0.2.0 #retrieval-augmented-generation #rag #phi3

  111. swiftide-core

    Fast, streaming indexing, query, and agentic LLM applications in Rust

    v0.32.1 #artificial-intelligence #llm #rag #openai

  112. polarisdb-core

    Core library for PolarisDB - an embedded vector database for local AI

    v0.1.2 #vector-database #rag #embedding

  113. reasonkit-core

    The Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols

    v0.1.8 #artificial-intelligence #rag #llm #knowledge-base

  114. fa-leiden-cd

    Leiden algorithm for community detection in large networks

    v0.1.0 #graph #rag #community-detection #leiden-algorithm

  115. snippet-agent-syntax-queries

    Tree-sitter based queries and utilities for snippet-agent (syntax queries)

    v0.1.1 #tree-sitter #rag #parser

  116. mini-rag

    100% Rust implementation of a vector storage database with on disk persistency

    v0.2.3 220 #vector-database #rag #database #vector #persistent

    117. Try searching with DuckDuckGo.

  117. lumosai-vector-core

    Core abstractions and traits for Lumosai vector storage system

    v0.1.4 #vector-embedding #vector-search #rag #embedding

  118. ragx

    AI RAG

    v0.3.0 #artificial-intelligence #rag #ai

  119. phago-core

    Core traits and types for Phago biological computing primitives

    v1.0.0 #knowledge-graph #agent #rag #biological-computing #hebbian-learning

  120. helix-macros

    Proc macros for HelixDB

    v0.1.7 320 #graph-database #helix-db #artificial-intelligence #vector-db #rag #vector-database

  121. morgana-rust

    A general purpose RAG agent

    v0.1.0 #rag #agent #api

  122. rustpotion

    Blazingly fast word embeddings with Tokenlearn

    v0.3.0 #tokenize #embedding #rag #model2vec #tokenizer

  123. cortex-sources

    Ready-made source implementations for various data inputs in the Cortex ecosystem

    v0.1.0 #data-processing #rag #async

  124. pankosmia_rag_chat

    A RAG chatbot library, leveraging RTEN, for pankosmia desktop applications

    v0.0.1 #chat-bot #rag #desktop-applications #rten

  125. epsilla

    SDK

    v0.0.1 #rust-sdk #vector-database #rag #docker-run #data-science #chatgpt #vector-search

  126. blazegraph-io-core

    Core library for semantic document graph processing - coming soon

    v0.0.1 #pdf-parser #document-graph #rag #pdf #graph

  127. ragkit

    Developer platform to build RAG applications

    v0.0.0 #platform-build #rag #applications #developer

  128. molina

    Rust/Python Synthetic Integration for an agentic-LLM approach to build a research agents for local knowledge representation

    v0.0.1 #nlp #machine-learning #framework #llm #rag #machine-learning-framework