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Lemmalog, LLM agent’ların belleğini Datalog kurallarıyla temsil edip kaynak izlenebilir ve artımlı biçimde sorgulayan bir Rust motorudur.

Neden yükseliyor · Agent memory ve MCP konularına yönelik ilgiyle örtüşüyor; 31 günlük repo için 324 yıldızın yanı sıra son 28 günde 27 commit ve 4 farklı yazar var. Bu hareketlilik erken geliştirme temposuna işaret ediyor, ancak yükselişin nedenini doğrudan kanıtlamıyor.

Utopia, değişen bilgiyi zaman ve ontology bağlamıyla izleyip sorgulamaya yönelik self-hosted bir knowledge platformudur.

Neden yükseliyor · 51 günde 7.993 yıldıza ulaşması güçlü bir ilgi sinyali; son 28 gündeki 606 commit de geliştirme faaliyetinin yüksek olduğunu gösteriyor. Ancak aynı dönemde 7 farklı yazar bulunması, faaliyetin sınırlı sayıda katkıcıda yoğunlaşabileceğini düşündürüyor; ilginin nedenini yalnızca bu verilerle kesinleştirmek mümkün değil.

Graft, kod tabanından yerel bir code graph oluşturup coding agent'lara bağlamsal bilgi ve kalıcı proje kuralları sağlayan bir CLI aracıdır.

Neden yükseliyor · 86 günde 9.271 yıldızın yanı sıra son 28 günde 57 commit ve 10 farklı yazar, yüksek ilgiye eşlik eden kayda değer geliştirme hareketliliği gösteriyor. Agent'lara codebase context sağlama ihtiyacı yaygın; çoklu agent entegrasyonu da kullanım alanını genişletiyor. README'deki hız, token ve doğruluk kazanımları proje tarafından bildiriliyor; bağımsız doğrulama olarak değerlendirilmemeli.

Read it. See it. Get it. Built at GDG AI Hack Milan 2026 for "Learn Different" track.

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic m

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's patter

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown

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。

CTX Fit finds the cheapest AI coding setup that reliably works on your repository, then applies the winner as a reviewable change.

The semantic layer that makes enterprise data understandable to AI agents — model entities and relations once, query through SPL/MCP/REST, a

The OKF toolkit for Claude Code — author, maintain, validate & visualize Open Knowledge Format bundles. Plugin, agent skills, and a GitHub A

distill any book down to its spine

Git-native, evidence-backed domain semantic layer for AI agents and human maintainers.

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite fi

AI assistant in Telegram that remembers everything and helps you run your life. Self-hosted in one command.

Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, and weekly decision briefs.

Turn any document or a whole zip into an interactive knowledge graph, using a self-hosted Qwen3.6-35B-A3B-MTP on a single NVIDIA L4

Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MC

Local-first Memory OS for personal AI assistants with L0-L3 memory, Wiki++ knowledge, skill routing, and TokenLess context compression.

🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Cl

Agentic enterprise data analytics: governed facts (DataBridge), reusable methodology (Skill-Hub), and controllable execution (Host)

墨台 VibeHolding：AI 时代全链路基建选型知识库（A–V 图廓 · 关系边 · 方案）+ 桌面/Web 客户端。本地优先，内容可 PR。

Local-first, inspectable memory for coding agents: durable context across sessions and repositories, code-aware recall, bi-temporal history,

OKF (Open Knowledge Format): Durable, structured memory for AI agents. Author, validate, consume, and maintain portable knowledge bundles th

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Ap

Native, local-first knowledge graph engine for code and project artifacts—inspired by Graphify, built in Rust, and evolving beyond it.

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

A Large-Scale Knowledge Graph for Automated Scientific Research

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

CodeWiki is a knowledge platform that analyzes repositories into AST graphs, builds GraphRAG indexes, and generates source-grounded develope

A universal, industry-neutral taxonomy of cognitive core skills (perception, memory, reasoning, planning, action, verification, learning, go

Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Локальная агентная система для знаний, задач и провер

The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via

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

ForgeDock — autonomous AI dev pipeline for Claude Code. GitHub as agent memory: issue in, PR out.

PhantomCrowd AI Marketing Simulator 2026: Content Spread Forecasting with Local LLM

Deterministic memory layer for your agents

Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on disk (no cloud,

Local-first, governed documentation for humans and AI agents—mirror Office, PDF, and GitHub sources into linked Markdown knowledge workspace

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

The Biomimetic Context Engine & Neural Runtime for AI Coding Assistants

Local semantic code intelligence, project memory, and workflow context for AI coding agents.

玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次，你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多 Agent 互通 · 自动代码审查 · 零配置

Omnia Vault - the all-in-one project brain: an Obsidian LLM wiki, Graphify code graphs, a living plan that triages new videos against itself

Synapse — Temporal knowledge graph memory for AI agents. Self-hosted FalkorDB + Graphiti with hippocampus-layer memory management.

Persistent memory for AI coding agents: automatic capture, explainable recall, knowledge consolidation, privacy controls, and portable offli

Cognee Rust - fast and performant AI memory engine

Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activa

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is

Open source local-first knowledge base maintained by an LLM agent. Implements Andrej Karpathy's LLM Wiki pattern.