Havuz

Knowhere, karmaşık dokümanları AI agents ve RAG sistemleri için kaynaklarına bağlı, hiyerarşik ve aranabilir belleğe dönüştürür.

Neden yükseliyor · 3522 yıldız ve son 28 gündeki 189 commit ilgi ve geliştirme hareketliliğine işaret ediyor. Agent-native retrieval ile doküman parsing'ini aynı hiyerarşik bellek modelinde birleştirme vaadi de güncel bir ihtiyaca hitap ediyor; ancak bu ölçümler yıldızların ne kadar yakın zamanda kazanıldığını göstermiyor. Commit'lerin yalnızca 2 farklı yazardan gelmesi katkı tabanının dar olabileceğini düşündürüyor.

按问题复杂度自动分流的电商客服 RAG：简单问题直接回答；复杂问题经过多跳检索并自我纠错；查单、退改通过工具调用完成，且高风险写操作必须先经人工确认。基于 FastAPI 和 LangGraph，混合检索并附带引用，内置离线评测与 Prometheus 指标。涵盖简历写法和项目面

A domain-specific medical Retrieval-Augmented Generation (RAG) system that answers health-related questions strictly based on retrieved evid

KSoR (Knowledge System of Record) is an open-source SDK for building governed, authoritative knowledge systems for humans and AI agents. It

Unified Agentic AI and Data Platform

Zero downtime embedding upgrades

Intelligent Document Investigator & Cross-Document Contradiction Engine

Open-source toolkit for reliable RAG pipelines: convert PDFs to Markdown, clean documents, inspect chunks, compare chunking strategies, and

Lemmary turns scans, PDFs, and office files into an organized library you can search, review, and research in plain language.

Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API

Vectorless, Reasoning-Based Retrieval-Augmented Generation (RAG)

AI-powered incident response platform with intelligent root cause analysis and automated recommendations. An AI-powered Site Reliability Eng

Agentic RAG Harness for long documents, Tree and Graph based reasoning. Cited answers down to the pixel

An open-source RAG platform to explore the unsealed Jeffrey Epstein court documents.

The Ultimate AI Compute Gateway ( Router ) | A high-performance, stateless-to-stateful LLM compute gateway in Go. Features multi-model pooli

Declarative Document Indexing (DDI) framework for Python. Define schemas, extract structured indices, search smarter.

Legacy: self-hosted LLM/RAG stack installer for DGX Spark (arm64). The work continued as AGmind Systems Lab — measured local-LLM performance

The open-source, self-hosted alternative to NotebookLM.

Forty hands-on recipes for production-grade retrieval-augmented generation, Nebius-first and provider-agnostic.

Semark converts PDFs, Office files, HTML, and images into RAG-ready semantic Markdown using MinerU and VLM/LLM review, with chunks, source m

Self-hosted LLM/RAG stack in one command — AMD Strix Halo / x86_64 (ROCm/Vulkan, Docker Compose)

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documen

A multimodal RAG dashboard and interactive 3D Knowledge Graph. Process documents locally with Ollama or via Cloud APIs, powered by LightRAG,

AI-powered Telemed Chatbot utilizing GraphRAG architectures for enhanced medical knowledge mapping and hallucination-free retrieval.

WardenIQ is an open-source AI test intelligence platform that turns requirements, docs, and code changes into test cases, test plans, covera

Copper does not rust and is essential for modern infrastructure, written in rust

Zero-infrastructure, local-first memory for AI agents. One SQLite file — no Postgres, Neo4j, or cloud. Bi-temporal supersession (updates, ne

Production-grade Node.js RAG system with hybrid retrieval, pluggable adapters, and OpenTelemetry tracing

SDK for developing apps on top of Hypermemory

A lightweight LLM evaluation layer that turns subjective model outputs into deterministic decisions by scoring attribution, specificity, rel

Spectrum: a deterministic semantic encoding enabling constant-time retrieval primitives