# Honcho Memory Provider AI-native cross-session user modeling with dialectic Q&A, semantic search, peer cards, and persistent conclusions. ## Requirements - `pip install honcho-ai` - Honcho API key from [app.honcho.dev](https://app.honcho.dev) ## Setup ```bash hermes memory setup # select "honcho" ``` Or manually: ```bash hermes config set memory.provider honcho echo "HONCHO_API_KEY=your-key" >> ~/.hermes/.env ``` ## Config Config file: `$HERMES_HOME/honcho.json` (or `~/.honcho/config.json` legacy) Existing Honcho users: your config and data are preserved. Just set `memory.provider: honcho`. ## Tools | Tool | Description | |------|-------------| | `honcho_profile` | User's peer card — key facts, no LLM | | `honcho_search` | Semantic search over stored context | | `honcho_context` | LLM-synthesized answer from memory | | `honcho_conclude` | Write a fact about the user to memory |