Havuz

Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and claim che

The most capable Calibre MCP server — full read/write tools plus multilingual semantic search over your whole ebook library or a single book

XERJ, kod ve dokümanları yerel olarak indeksleyip agent ve uygulamalar için arama, RAG ve bellek işlevleri sunan Rust tabanlı bir arama motorudur.

Neden yükseliyor · 90 günlük yaşına karşılık 2.496 yıldız ve son 28 günde 307 commit dikkat çekiyor. README, belirli bir coding-agent çalışmasında aynı çözüm oranıyla 2,7 kat daha az output token ölçüldüğünü bildiriyor; bu sonuç proje tarafından yayımlanan bir çalışmaya dayanıyor ve bağımsız doğrulama bilgisi verilen içerikte net değil. Yüksek commit sayısına rağmen dönemde yalnızca 2 farklı yazar bulunması aktivitenin dar bir ekibe bağlı olabileceğini gösteriyor.

生产级通用 Text-to-SQL 服务：基于 FastAPI + LangGraph + RAG，将自然语言转换为安全可执行的 SQL，内置 SQL Guard、few-shot/schema 检索、限流、缓存、Langfuse 追踪、Prometheus/Grafana 监控

One embedding space for text, image, video, audio, thermal, motion, and touch. Open weights, self-hostable.

EduAgent: Open-Source RAG AI Tutor for K-9 Education. 国内首个专为1-9年级量身定制的开源 RAG AI 教辅智能体

RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB,

LLM-free, layout-aware PDF chunking for RAG pipelines. Preserves document structure via regex and font heuristics. Written in pure Rust.

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Curso System Design Interview Notebook LM - From Zero to Production

a rag-based wiki skill with obsidian just like karpathy-llm-wiki

Local-first AI learning workspace — ask, note, review and create around your own materials. Wiki KB, Agents, Skills, creation tools.Priva

High-performance Knowledge Graph engine for AI, LLMs, and GraphRAG — built for the next generation of intelligent applications.

基于 FastAPI + Vue 3 构建的智能客服系统，具备 RAG（检索增强生成）与 AI Agent 核心能力，可为企业提供高效、可扩展的智能客服解决方案。

Full Rust port of Python docling

AI Business OS: multi-agent platform with RAG, OCR, speech & workflow automation. FastAPI + LangGraph + Celery + Flutter. Production-grade,

RAGless is a semantic retrieval system that answers questions about your documentation, without using an LLM at runtime.

Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked mark

デジタル庁のガバメントAI「源内(GENAI)」を完全ローカル(ローカルLLM/OpenAI互換)で動かす非公式プロジェクト。SAML認証(Keycloak)・RAG(Qdrant)・文字起こし(Whisper)・画像生成(SD)・チーム単位ナレッジをローカル完結。

The complete backend for AI agents in one SQLite file : Documents, vectors, cache, queue, and cron.

Red-team your RAG pipeline for prompt injection, source-document leakage, and cross-document smuggling, in CI. The gap between RAG eval (RAG

Turns an organization's internal docs into a living learning system: AI agents generate courses, tutor learners, and adapt content on the fl

Local-first macOS AI workspace. Notch-native, 8 providers, your coding agents and their subagents in one place. ⌥Space anywhere.

AI Engineering practice and open-source book: learning, experiments, and judgment across LLMs, agents, RAG, MCP, and AI coding.

Shared memory for Claude Code, Codex, and Cursor. Your agent recalls decisions from weeks ago — including what the other engines worked out.

Academic Commercialization Assessment Agent, araştırma makaleleri veya konularından kaynak bağlantılı ticarileştirme değerlendirme taslakları üretir.

Neden yükseliyor · 94 günde 770 yıldıza ve son 28 günde 267 commite ulaşması görünür ilgi ve yoğun geliştirme gösteriyor. Ancak commitlerin tek yazardan gelmesi, bu aktivitenin bağımsız katkıcı veya topluluk benimsemesiyle doğrulanmadığı anlamına geliyor; ilginin kaynağı verilen bilgilerden kesinleştirilemiyor.

📚🔭 Your personal research radar — an LLM-powered tool that auto-aggregates the latest papers for your keywords across arXiv / Crossref / Sem

Pixel-native visual RAG ported to Rust on the ruvector ANN substrate (HNSW + IVF-Flat) — screenshot/document retrieval over visual embedding

Persistent memory and operational continuity for AI coding agents — append-only event ledger (AgentBook), rolling summaries, self-model, bel

Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama

Spectral graph-augmented retrieval for RAG. Augments dense vector search with a weighted chunk graph and its Laplacian spectrum, graph expan

Advanced Memory for LLM characters

Open-source control plane for private, governed enterprise AI — one gateway for every model, composable governed pipelines, and apps your wh

Pure-Rust DWG -> multipage PNG renderer + lossless position-referenced text layer & metadata indexer for RAG/VLM ingestion of CAD drawings

Python SDK for Lighton API, the 🇪🇺 European industrial-grade retrieval infrastructure powered by its frontier retrieval models developed in-

chew through any source into clean datasets! a fast ingestion, RAG & fine-tuning toolkit

Exam Cram Coach · 跨会话记忆与讲义溯源防幻觉的极速备考教练 | AI exam-prep tutor for Claude Code, Cursor, Codex, Antigravity: teaches from slides with page citat

Selfhost modern LLM stacks. Run the whole fleet from your terminal

A design-of-experiments platform for evaluating compound AI systems - find which technique drives quality, by how much, and whether the di

面向中文食谱问答的端到端 RAG 工程实践，覆盖数据清洗与索引构建、混合检索、多轮状态管理、结构化生成，以及基于真实大模型服务的 Live E2E 测评闭环。

🏛️ Memory OS for AI agents — every conversation becomes a catalog card (archive no · entities · evidence · trace back to the transcript). Fo

Low-power, offline retrieval (RAG) for disaster and infrastructure-failure guidance.

MindMemOS, farklı AI agent’ların kullanıcı ve görev bağlamı için ortak uzun süreli belleğe erişmesini sağlayan bir yazılım katmanıdır.

Neden yükseliyor · 96 günde 996 yıldız ve birden fazla agent entegrasyonu ilgi gördüğünü düşündürüyor; ancak README, yıldızların Pro quota üyeliğine yükseltilmesini de teşvik ediyor. Ayrıca son 28 günde commit ve farklı yazar yok; bu nedenle popülerlik, güncel geliştirme faaliyetiyle doğrulanmıyor.

Cognee Rust - fast and performant AI memory engine

A pure-Python structured memory benchmark for multi-agent LLM systems — context graph vs vector RAG vs raw history dump, five scenarios, 18

Locally fine-tuned Russian RAG models: document splitter, query expansion, retrieval embedder. Teacher distillation → GGUF → llama.cpp on AM

Fully local AI assistant that watches your screen to eliminate the context problem. No cloud. No data leakage.

Your own voice + text AI assistant, embedded with one script tag, running 100% in the visitor's browser.

Private, self-hosted document chat for attorneys: parse legal PDFs and query them with local open-source LLMs (Ollama) + verifiable page cit

Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a secure, decoupled, and vendor-neutral enterprise