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Hey @mansari-lp — short version: agentmemory does run without any LLM provider key, but in that mode it falls back to a "no-op" provider where memory storage, BM25 search, and recall all work — only the background LLM-driven compression / summarization / lesson-extraction is disabled. The README line is correct for Claude subscriptions (Claude Code IS the LLM), but it's misleading for Gemini Code Assist + OpenCode-Go/Zen users, where the IDE plugin uses OAuth and never exposes a raw key.

Three options today:

1. Run in no-op mode (default). The No LLM provider key found … using no-op provider line is informational, not an error. Your observations are saved, retrieved, and searchable via BM…

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