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document SIMPLE_MODEL and THINKING_BUDGET env vars in README

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Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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gurix
2026-02-26 17:43:35 +01:00
co-authored by Claude Sonnet 4.6
parent e3bdfbcb9e
commit cab16078a2
1 changed files with 17 additions and 10 deletions
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README.md
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@@ -44,7 +44,7 @@ cp .env.example .env
| Variable | Description | | Variable | Description |
|---|---| |---|---|
| `AI_MODEL` | litellm model string, e.g. `anthropic/claude-opus-4-6` or `openai/gpt-4o` | | `AI_MODEL` | Primary model (litellm string), e.g. `anthropic/claude-opus-4-6` |
| `IMAP_HOST` | IMAP server hostname for receiving parent emails | | `IMAP_HOST` | IMAP server hostname for receiving parent emails |
| `IMAP_USERNAME` | Email account username | | `IMAP_USERNAME` | Email account username |
| `IMAP_PASSWORD` | Email account password | | `IMAP_PASSWORD` | Email account password |
@@ -57,30 +57,37 @@ The API key variable depends on your chosen provider — see [Switching AI provi
| Variable | Default | Description | | Variable | Default | Description |
|---|---|---| |---|---|---|
| `SIMPLE_MODEL` | _(falls back to `AI_MODEL`)_ | Lightweight model for simple tasks (e.g. email-label translation). Can be from a different provider. Logs a warning if unset. |
| `THINKING_BUDGET` | _(disabled)_ | Token budget for extended thinking — Anthropic models only. Recommended: `8000`. |
| `IMAP_PORT` | `993` | IMAP port | | `IMAP_PORT` | `993` | IMAP port |
| `IMAP_USE_SSL` | `true` | Use SSL for IMAP | | `IMAP_USE_SSL` | `true` | Use SSL for IMAP |
| `SMTP_PORT` | `587` | SMTP port | | `SMTP_PORT` | `587` | SMTP port |
| `SMTP_USE_TLS` | `true` | Use STARTTLS for SMTP | | `SMTP_USE_TLS` | `true` | Use STARTTLS for SMTP |
| `CHAINLIT_HOST` | `localhost` | Host the web chat binds to. Set to `0.0.0.0` to expose externally. |
| `DATA_DIR` | `data/` | Directory for conversation state and completed registrations | | `DATA_DIR` | `data/` | Directory for conversation state and completed registrations |
| `KNOWLEDGE_BASE_DIR` | `openspec/…/knowledge-base` | Path to admin-editable knowledge base markdown files | | `KNOWLEDGE_BASE_DIR` | `openspec/…/knowledge-base` | Path to admin-editable knowledge base markdown files |
| `POLL_INTERVAL` | `60` | Seconds between inbox polls (only used when running as a daemon) | | `POLL_INTERVAL` | `60` | Seconds between inbox polls (only used when running as a daemon) |
### Switching AI providers ### Switching AI providers
`AI_MODEL` uses [litellm](https://docs.litellm.ai/docs/providers) model strings — any supported provider works without code changes: Both `AI_MODEL` and `SIMPLE_MODEL` use [litellm](https://docs.litellm.ai/docs/providers) model strings — any supported provider works without code changes. The two models can be from different providers:
```bash ```bash
# Anthropic (default) # Anthropic for both (default)
AI_MODEL=anthropic/claude-opus-4-6 AI_MODEL=anthropic/claude-opus-4-6
SIMPLE_MODEL=anthropic/claude-haiku-4-5-20251001
ANTHROPIC_API_KEY=sk-ant-... ANTHROPIC_API_KEY=sk-ant-...
# OpenAI # Google Gemini for both
AI_MODEL=openai/gpt-4o AI_MODEL=gemini/gemini-3-pro-preview
OPENAI_API_KEY=sk-... SIMPLE_MODEL=gemini/gemini-3-flash-preview
# Google Gemini
AI_MODEL=gemini/gemini-2.0-flash
GEMINI_API_KEY=... GEMINI_API_KEY=...
# Mixed providers
AI_MODEL=gemini/gemini-3-pro-preview
SIMPLE_MODEL=anthropic/claude-haiku-4-5-20251001
GEMINI_API_KEY=...
ANTHROPIC_API_KEY=sk-ant-...
``` ```
## Running ## Running
@@ -165,4 +172,4 @@ The agent answers parent questions from markdown files in the knowledge base dir
### Adding a new AI provider ### Adding a new AI provider
Set `AI_MODEL` to any [litellm-supported model string](https://docs.litellm.ai/docs/providers) and set the corresponding API key environment variable. No code changes required. Set `AI_MODEL` (and optionally `SIMPLE_MODEL`) to any [litellm-supported model string](https://docs.litellm.ai/docs/providers) and set the corresponding API key environment variable. No code changes required.