Havuz

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

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

A post-retrieval temporal layer for RAG systems — validity filtering, time decay, document kind classification, and hybrid reranking in one

⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST

Claude Code, natively inside Unity Editor. A dockable chat window with full project awareness, 60+ MCP tools, and zero alt-tabbing.

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

FlowState QMD — Anticipatory Memory for AI Agents. Hermes 2026 Hackathon Entry.

PostgreSQL-compatible SQL, graph, and vector database built from scratch in Rust.

Bilingual AI study coach that answers only from your own course material, with citations

Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.

TurboQuant-compatible vector search plus graph memory for constrained RAG.

Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON

Synthetic datasets, experiment protocols, and evaluation code for "Governed Memory: A Production Architecture for Multi-Agent Workflows"

SQL-like query language and CLI for Qdrant vector search engine

Operational doctrine for practical AI systems design.

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

Production-oriented multi-agent course advisor with deterministic action governance, offline regression evaluation, SSE contracts and observ

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection,

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

An AI native macOS reader. Built for professional reader.

A local, open-source alternative to NotebookLM. Chat with your documents using any LLM.

Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any OpenAI-compatible local server, emittin

AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, and vector search in a single Iceberg-compatible fi

源码级逆向工程（Hermes、OpenClaw、nanobot、NullClaw、OpenFang）记忆系统 —— 架构图、数据模型、检索管线、复刻指南。Source-Level Reverse Engineering of Memory Systems (OpenClaw, n

Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地

Can my GPU run this? Pick a GPU to get 3 fitting AI models, quantization, VRAM, speed ranges, and run commands. 한국어·English.

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。

Bring Galileo powered eval workflows into Claude Code and Codex.

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native

RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS

Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.

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

AIGuru - R2AI Stage 1

A schema standard for LLM-compiled personal knowledge bases. AGENTS.md spec, templates, worked example, spaced repetition learning layer.

基于多模态 Embedding + Zilliz + Qwen 视觉理解的多模态 RAG 系统。支持 **Cohere / DashScope Embedding** 和 **DashScope / OpenRouter LLM** 双引擎切换。上传 PDF，用自然语言提问，系统

Transforme Claude Code en générateur autonome de knowledge vault Obsidian. Pattern Karpathy. Par LE LABO IA.

Local-first OCR-VLM multimodal document retrieval and independent evaluation prototype.

Evano Studio is an open-source local AI desktop app for agents, automation, knowledge, and productivity.

Extends pageIndex into an AI document workspace with multi-format parsing, OCR, visual TOC, custom models, citations, and agentic QA.

Open-source agentic workspace for professional knowledge work with project memory, client memory, skills, and knowledge workflows.

Memory layer for AI Agents and OpenClaw powered by Rust

A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid search, evals, MCP server

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

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

Framework for building continuous-loop autonomous AI agents.

RAG-powered document intelligence assistant built for the Midnight Hackathon AI Track. Users upload confidential documents (medical records,

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgve

Multilingual source-grounded research workspace with agentic RAG, cited chat, podcasts, PowerPoint, and video.

Enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge