From scratch
AI Agent Long-Term Memory in Python (2026): A Framework-Free Guide
A runnable 2026 tutorial: give a Claude agent long-term memory that survives across sessions using SQLite, embeddings, and cosine retrieval. No LangChain, FAISS, or vector database.
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