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Persistent memory for AI agents in TypeScript: short-term session turns plus long-term semantic recall. In-memory by default, with Redis, Qdrant and pgvector adapters and pluggable embeddings. Works with the Vercel AI SDK, LangChain.js and Mastra.

Self-contained conversational ops agent console for FastAPI apps

Local AI agent with headless browser, sandboxed shell, and plug-and-play skills

Python SDK for Agent Identity, Agent Profile, Agent Delegation, Agent Discourse, and Agent Knowledge protocols

Command-line LLM-agent Adapter