# Long-term Memory

This file stores important information that should persist across sessions.

## Project Context

- Goal: interconnect remind, keep, note, and todo into a unified workflow
- pipepilot — user's own project/tool

## Runtime / Deployment

- Runs as a systemd user service `nanobot.service`; model switching via `my` needs `tools.my.allow_set = true`
- `compact-memory-auto-daily` runs as a system crontab script (not a nanobot cron/jobs.json job) with a fresh session per run; delivers its report straight to Telegram via Bot API
- `nanobot-version-check` cron job (denně 8:00 Europe/Prague) — porovná PyPI verzi `nanobot-ai` proti nainstalované; při novější verzi pošle Telegram notifikaci, jinak nic nedělá

## Integrations

- Integrations: KAYAK is the sole flight-search source; PCTuning.cz, vtm.zive.cz, zive.cz block automated fetching

## Architecture

- Cross-channel session continuity via `unifiedSession: true`; backups: wood.hell → pivo.hell (recursive)

## Wiki embeddings

- Embeddings pro wiki běží přes ollama (`qwen3-embedding:0.6b`) na nvidia.hell
- Migrace na static llama.cpp server (nvidia.hell:8081) zrušena: ollama a llama.cpp produkují fundamentálně odlišné vektory i na identickém inputu (cosine ~0.36); kvantizace, pooling, special tokens, BOS, chat templates a normalizace vyloučeny; reuse ollama GGUF blobu paritu nezajišťuje
- Důsledek: přechod wiki embeddings na jiný engine vyžaduje plný reindex

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*This file is automatically updated by nanobot when important information should be remembered.*