Tutorials

Learn how to scope, index, retrieve, verify, and write back persistent context for coding agents, then measure whether it actually improves the coding workflow.

Learn how to design, build, and maintain a memory graph for AI agents, from schema and identity resolution to hybrid retrieval, revision, and evaluation with cognee.

Learn why AI agents lose context and how to fix agent memory with better state, retrieval, long-term storage, and cognee's memory lifecycle.

Learn what Claude Code already remembers between sessions, where the gaps are, and how to set up and verify cognee's plugin for persistent, searchable memory.

Turn AI agent skills into a knowledge graph with Cognee. Route tasks by meaning, learn from feedback, and improve over time. Start building smarter agents now.

Learn how Cognee enables long-term memory in AI agents using knowledge graphs, vector search, and feedback-driven optimization compared to stateless RAG.

Build your own AI news agent and smart news aggregator with cognee. Scrape Reddit and RSS, summarize events into a knowledge graph and stay ah ead—try it now!