v1.3 infra integration: Qdrant memory RAG, Trilium journaling, n8n emit hooks

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2026-02-26 08:29:59 -08:00
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Autonomous LLM trading system (paper-first) powered by:
- Alpaca trading API
- Ollama local model inference
- Searx web data ingestion
- Ollama (curator + decision models)
- Searx ingestion + targeted deep research
- Qdrant memory retrieval for prior similar setups
- Trilium auto-journaling of decisions/trades
- Optional n8n webhook emission for orchestration
- FastAPI dark dashboard
- APScheduler autonomous loops
## Autonomous behavior
- Curates market/news context every `CURATE_INTERVAL_MINUTES` (default 30)
- Runs trade decision cycle every `TRADE_INTERVAL_HOURS` (default 2)
- LLM decides buy/sell/hold per symbol
- Executes only if confidence >= `MIN_CONFIDENCE`
- Hard risk caps:
- max `$5` order notional (default)
- max daily notional cap
- max open positions cap
- market-open gate
## v1.3 additions
- Retrieval-augmented decisions via Qdrant (`QDRANT_URL`)
- Auto-write trade logs to Trilium (`TRILIUM_URL`, `TRILIUM_TOKEN`)
- n8n signal hook (`N8N_BOT_WEBHOOK`)
- Two-model pipeline: cheap curator + stronger final decision model
- Fee/slippage-aware tiny-bankroll controls
## Quick start
## Run
```bash
cp .env.example .env
# fill ALPACA_API_KEY / ALPACA_API_SECRET
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
uvicorn app:app --host 0.0.0.0 --port 8089
# fill Alpaca keys + optional Trilium/N8N vars
python3 -m uvicorn app:app --host 0.0.0.0 --port 8089
```
Dashboard:
@@ -37,14 +32,6 @@ curl -X POST http://127.0.0.1:8089/curate-now
curl -X POST http://127.0.0.1:8089/run-now
```
## Production service (systemd)
```bash
sudo cp systemd/alpaca-llm-bot-v1.service /etc/systemd/system/
sudo systemctl daemon-reload
sudo systemctl enable --now alpaca-llm-bot-v1
sudo systemctl status alpaca-llm-bot-v1
```
## Important
- Keep `PAPER_MODE=true` until you observe stable behavior.
- This is experimental and not financial advice.
## Safety
- Keep `PAPER_MODE=true` until stable
- This is experimental software, not financial advice