Havuz

面向个人与 B 端销售的本地客户军师、成交教练与混合 RAG 决策助手

A 21-day hands-on journey to mastering AI for DevOps — covering LLMs, GenAI, CI/CD, Kubernetes, cloud, automation, and AI-powered DevOps pro

A lightweight CLI tool for RAG over local documents

A zero-dependency Python tool to resolve relative Markdown links and inline images as Base64 strings for RAG and Multimodal LLMs.

A shared AI agent for your team. Everyone trains it together; everyone talks to it privately. Self-hostable, FSL-1.1-ALv2.

Extracts claims from SOPs, policies and regulations, has a person approve or reject each one, then serves the approved set to agents over MC

基于 FastAPI + RAG 的多模型智能客服平台。 装完依赖点一下运行，剩下全在网页上配 —— 不改配置文件，不跑初始化脚本。

EvalForge, AI evaluation sonuçlarını baseline karşılaştırmaları ve CI quality gate’leriyle değerlendirip standart rapor formatlarında yayımlar.

Neden yükseliyor · RAG evaluation sonuçlarını CI’da denetlenebilir kanıta ve release gate’lerine bağlama ihtiyacına odaklanıyor; repo 34 günde 211 yıldız almış. Ancak README bağımsız doğrulanmış downstream benimsemenin henüz bulunmadığını belirtiyor ve son 28 günde katkı tek yazardan gelmiş; ilginin gerçek kullanımın kanıtı olduğu söylenemez.

Open-source AI business orchestration platform for running governed AI agents across ERP, CRM, Microsoft 365 and other business systems.

5,200+ open-source icons for AI-era software — agents, MCP, RAG, LLMs — with an MCP server so your coding assistant picks real names. React,

本地优先的全栈 AI 创作工作站：AI对话 · AI漫画 · 漫剧创作 · 写作台 · 知识学习五大模块；vLLM / llama.cpp / Transformers 多引擎本地推理，显存智能调度、舱壁隔离自愈、仅供学习使用，欢迎交流指正。（最新进度（除插件系统）受到协议限制，

Measure whether an embedding upgrade is worth it, bridge it without reindexing when it is, and migrate safely when you are ready.

Sub-millisecond query routing & cost-aware execution for GraphRAG architectures. Adaptive-AtomRAG is a highly optimized conditional routing

OpenAI-compatible proxy that keeps LLM agent context small: it injects relevant memories instead of the full chat history (−51% tokens on re

Fast-AtomRAG-Core

Source-backed, production-first FDE interview fieldbook with cases, scorecards, and current role research.

蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harn

Consensus REST API. Semantic search over 400M+ peer-reviewed research papers, including all of PubMed, for RAG, AI agents and research tools

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

Agentic GraphRAG is an open source framework that builds a graph connecting your enterprise knowledge to the conversations your agents have

Excellent hybrid search in the Postgres you own.

BGNexa AI — Evidence intelligence for cybersecurity, privacy and regulatory readiness.

FDE 中文成长手册：24 周 Forward Deployed Engineer 教程，贯通商业决策、一线问题发现、RAG/MCP 工程交付与运营交接。

⭐️ Self-hostable AI support for Discord, GitHub, Slack & Discourse communities. Answers from your knowledge source, checked by a second AI a

帮助每一个人快速上手vibe coding和agent的学习，体会vibe的乐趣。教程包含常见概念扫盲、dify、opencode、codex、trae的使用指南；还会手搓一个mini agent深入理解底层原理；最后还包含langchain和langraph框架的入门和学习教程

Production-grade, security-first AI platform on a single local K8s cluster — GitOps (ArgoCD), Vault, Kyverno, Falco, self-hosted GPU LLM ser

Companion Space, kişisel materyallerle RAG tabanlı yazılı ve sesli çalışma oturumları sunan, self-hosted anime companion uygulamasıdır.

Neden yükseliyor · 40 günlük bir repoda 363 yıldız görünürlük ve erken ilgiye işaret ediyor; ancak bu ilginin nedenini veya gerçek kullanıcı benimsemesini mevcut verilerle doğrulamak mümkün değil. Son 28 günde 1 commit ve 1 farklı yazar olması, yıldızların sürdürülen geliştirme kanıtı olmadığını gösteriyor.

Local OCR, metadata automation and RAG document chat for Paperless-ngx using PaddleOCR and Ollama, designed for CPU-only self-hosted servers

Wenshu（文枢）— 面向人文社科研究的 AI 知识处理工作流：本地知识库 / RAG / 中文引文 / 理论谱系。AI knowledge workflow for humanities & social sciences: local knowledge base, RAG

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

Fully local AI for Polish legal case files - zero fabricated citations by construction. Free; please support a Wroclaw animal shelter instea

Namaste AI — Free handwritten notes and study material covering AI concepts from the Namaste AI course. Explore the history of AI, neural ne

Reproducible benchmark and reference pipeline for reranked long-term memory retrieval

Installable DeepSeek Harness knowledge base plugin

Permission-aware Agentic RAG for enterprise knowledge bases — folder ACLs, hybrid retrieval, OCR, grounded citations, and secure LLM evidenc

HR policy RAG assistant with LangChain LCEL, RunnableBranch, FAISS, FastAPI, and an OpenAI-compatible model API.

HR policy RAG workflow with LangGraph StateGraph, conditional routing, FAISS, FastAPI, and an OpenAI-compatible model API.

Local document knowledge base for DeepSeek Harness: library_add/remove/list, hybrid semantic+keyword library_search with diversity re-rankin

让 DeepSeek Harness 拥有跨会话长期记忆：AI 自动记住你是谁、你的项目和偏好，新会话直接带上背景，生活与工作记忆自动分开互不干扰，零配置无感运行 | Long-term memory for DeepSeek Harness: the AI remembers

本地优先的文献知识库 RAG(DeepSeek Harness 插件):混合检索正文与图注,把模糊记忆定位到具体段落与图表,DOI 一键直达原文。Local-first literature RAG for DSH — turn a fuzzy memory into an ex

Knowledge base & RAG plugin for DeepSeek Harness (DSH): chunking, local embeddings, hybrid search, management panel

Knowledge-graph RAG built from structured metadata instead of LLM extraction. 929M edges, zero LLM calls, 83.2% on held-out PubMedQA. Case s

基于 Spring Boot、微信 iLink SDK 与阿里云百炼的多模态微信机器人，支持文本、图片、语音、Function Calling、Skill 编排和本地 RAG。

Open-source control layer over PDF parsing that picks the right method, verifies output quality, and falls back automatically when results f

面向企业的数字员工构建与运行平台：把专业员工的经验、流程与判断标准，固化为可随时上岗、可配置、可审批、可观测的 AI 数字员工。

白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of emp

基于 Hybrid RAG 与 LangGraph 的本地代码仓库理解工具，支持中英文提问、语义检索、证据引用和多问题拆分

Private AI that works with your files.

Machining process planning for motor shafts - input shaft geometry, RAG-grounded operations, machine tools, cutting tools, heat treatment, e