hermes-agent/plugins/memory/honcho/README.md

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# 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 |