Understand Anything
An open-source tool combining LLM intelligence + static analysis to produce interactive dashboards for understanding codebases.
Filament plugins, Laravel packages and open source starter kits actively maintained. All MIT, with releases for v3, v4 and v5 where applicable.
An open-source tool combining LLM intelligence + static analysis to produce interactive dashboards for understanding codebases.
The best-benchmarked open-source AI memory system. And it's free.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
Persistent memory for AI coding agents, powered by iii-engine's three primitives
TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
Memory library for building stateful agents
OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density
OpenClaw enhanced LanceDB memory plugin with hybrid retrieval (Vector + BM25), cross-encoder rerank, multi-scope isolation, long-context chunking, and management CLI
All packages have CI, Pest tests and open issues tagged good first issue.
New version available.