Files
Linux_post_install/DOC/howto/ai.md
T
Your Name 310367f3b2 feat: ai sessions + Telegram-friendly replies (--system, markdown strip)
pos ai gemini: --session gives ask/chat persistent memory
(~/.local/share/linux_post_install/ai/<name>.json, capped 40 turns),
new 'sessions' subcommand to list/clear; --system injects a Gemini
systemInstruction on every turn without storing it in the session file.
Telegram listener keeps one session per chat (telegram-<chat_id>), clears
on 'ai /reset', passes a Telegram-voice system prompt (emojis welcome),
and strips markdown from replies before sendMessage since messages are
sent as plain text. Docs: howto/ai.md flags/sessions/bridge behavior.
2026-08-09 15:32:39 +00:00

106 lines
3.8 KiB
Markdown

# How-To: `pos ai`
Chat with Google Gemini — from the terminal and through the Telegram bot.
Tools: `gemini` (`ask`, `chat`, `models`).
| Tool | What it does |
|------|--------------|
| `pos ai gemini ask "<prompt>"` | One-shot answer to stdout (scriptable) |
| `pos ai gemini ask --session <name> "…"` | Same, but remembers prior turns |
| `pos ai gemini chat` | Interactive multi-turn conversation |
| `pos ai gemini models` | List available model ids |
| `pos ai gemini sessions` | List/clear persistent sessions (`reset <name>`) |
Shared flags: `--model <id>` overrides the model; `--system "<text>"` adds a
system instruction to every turn (kept out of the session file).
---
## First run — get a key, configure, chat
1. Get a free API key from https://aistudio.google.com/apikey (requires a Google
account).
2. Configure it (masked input):
```bash
pos config ai # enter AI_GEMINI_API_KEY
```
3. Test:
```bash
pos ai gemini ask "Explain DNS in one line"
pos ai gemini models # verify the default model id is live
pos ai gemini chat # multi-turn conversation
```
`ai.env` lives at `~/.config/linux_post_install/ai.env` (chmod 600); `pos config ai`
is the only place the key is written. The key is never printed by `pos`.
## From the Telegram bot
Once `pos ai gemini ask` works, any non-command message starting with `ai ` is
answered by the model — no bot map entry needed:
```
you: ai what is Nvidia
bot: NVIDIA is a company best known for GPUs...
```
The bridge lives in the Telegram listener's `handle_message` (it calls
`pos ai gemini ask`); only the owner chat is served, so your key stays private.
Set a different model per message:
```
you: ai --model gemini-2.5-flash explain a Raft consensus log
```
### Telegram memory & formatting
Each chat has its own persistent session (`telegram-<chat id>`), so the model
remembers the conversation; `ai /reset` clears it. The listener passes a system
prompt telling the model it is answering in a Telegram chat — so it uses emojis
and stays lively — and strips markdown (`**x**`, backticks, `#`, links…) from
the reply before sending it, since messages go out as plain text.
## Recipes
- **Answer from a file:** `pos ai gemini ask "$(cat notes.txt)"`
- **Pipe into it:** `echo "fix this: $(cat error.log)" | pos ai gemini ask`
- **Answer in a cron job:** `pos ai gemini ask "summarize today's git log" > /tmp/ai_digest.txt`
- **Change the default model:**
```bash
pos config ai # set AI_GEMINI_MODEL, or:
AI_GEMINI_MODEL=gemini-2.5-flash pos ai gemini ask "hi"
```
## How it works
- `ask` POSTs `contents:[{role:user, parts:[{text:"…"}]}]` to
`https://generativelanguage.googleapis.com/v1beta/models/<model>:generateContent`
with the key in the `x-goog-api-key` header, and prints
`.candidates[0].content.parts[].text` — nothing else.
- `chat` keeps the whole conversation in memory as a growing `contents[]` array,
so later turns have earlier context. `/reset` drops it.
- On a non-2xx response the API's `error.message` is shown and the exit code is
non-zero — so scripts can rely on `ask` failing loudly.
## Troubleshooting
- `ask` errors "No Gemini API key — run 'pos config ai'" → the key isn't set
(or `ai.env` isn't readable). Run `pos config ai`.
- `API error 400` → the model id is wrong or the prompt is too long for the
model's context window; check `pos ai gemini models`.
- `API error 429` → rate limit (free tier); wait and retry, or use a different
model.
- Nothing in Telegram for `ai …` → the listener daemon must be running
(`pos communication telegram listener --status`); the bot token and owner
chat id must match `pos config telegram`.
---
## Related
- Reference: [DOC/POS.md → ai](../POS.md#ai)
- Telegram bridge context: [communication.md](communication.md)