Havuz

基于用户意图进化的智能 Agent 助手平台，目前主要支持文件解析、Excel 数据分析、合同审查、知识库检索、报告导出与自定义技能。

Source-available, self-hosted AI agent workspace for small businesses and lean teams — with BYOK, workflows, tools, and human approvals.

景区导览服务 AI 数字人：基于 Spring Boot、Vue 3、UniApp 与本地 RAG 的智能导览系统。

Agentic event-venue operator demo built on MongoDB Atlas. Showcases three-layer memory (long-term, short-term, shared), hybrid retrieval wit

Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge gra

Concurrent Go CLI that detects hidden prompt-injection content in documents — invisible Unicode, homoglyphs, hidden HTML, and known trigger

开源、本地优先的 AI 长篇小说创作引擎：多智能体世界推演、按弧规划、RAG 长程记忆、逐章审核与断点恢复 | Open-source AI novel generator for long-form fiction.

面向招投标场景的本地化 RAG 标书解析、资质匹配与红线提醒助手

Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines

Your free book and audiobook laboratory. Turn the PDFs you own into chapter-marked M4B audiobooks, read-along books and bilingual editions,

The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

开源紫微斗数 AI Agent：基于确定性命盘事实进行可追溯对话。 Evidence-backed chart conversations.

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embe

Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge

The open, machine-readable standard for the Somali language — orthography, grammar, terminology, translation, and AI/benchmark resources, as

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

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.

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

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.

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.

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

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。

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

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

Turn any document into clean, AI-ready Markdown. Local-first desktop app: reads scanned PDFs, batches folders, runs offline, and uses far fe

Extract Bilibili videos into learning-oriented Markdown notes with full subtitle and comment archives

Install once, talk to your agent. ThinkWiki turns documents and notes into a local Markdown wiki with inbox review, content knowledge graph,

UmaDev: A coding agent that works like a real dev team, commanding the Claude Code / Codex / OpenCode you already use.

Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live examples.

面向 PRD、业务规则、SOP、流程文档和产品截图的证据型 RAG 知识库。

轻量、自托管的多入口 AI Agent 机器人｜QQ 官方 / OneBot 11 / NapCat / 微信｜Rust｜Memory / RAG / Todo / Tool Calling

Deterministic agentic-style multi-hop RAG at research-SOTA parity on commodity LLM APIs — no GPU, proof tree per answer.

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Forge is an open-source, self-hosted alternative for visually building and shipping AI agents and workflows without giving up control of you

Skill to generate the knowledge vault for projects using the Ralph loop

Semantic retrieval for AI agents: high-recall memory and code search that cuts coding-agent token usage by nearly 50%

End-to-end educational RAG system: dual-engine retrieval (BM25 + BGE-M3 hybrid vector search), adaptive query strategies (HyDE/sub-query/bac