Files
Meal-Planner/docker-compose.yml
T
adminandClaude Sonnet 4.6 dbc26bcc30 feat: LLM-powered second-pass ingredient matcher + matcher improvements
Matcher improvements (matcher.py):
- Plural normalization: 'tortillas'→'tortilla', 'thighs'→'thigh' so
  subset recall check works without stemmer
- Precision floor lowered 0.45→0.30: allows 'Bacon'→'Wright Brand Bacon'
  (1/3=0.33) while exclusion words still block category contaminants
- _EXCLUSION_WORDS now normalized through same singularizer for consistency

LLM second-pass (llm_matcher.py):
- run_llm_match_job(): for each still-unmatched ingredient, collects top-12
  candidates from grocery catalog ranked by fuzzy×precision (same metric as
  AUTO matcher), then asks Ollama to pick the best match
- Candidate scoring: combined = (partial_token_sort_ratio/100) × precision
  ensures "McCormick Black Pepper" outranks "Dr Pepper" for 'Black Pepper'
- Stores picks as source='auto_llm' (confidence=0.750)
- Ollama Cloud endpoint: https://ollama.com/v1, model: kimi-k2.6:cloud

Migration 0010: adds 'auto_llm' to ingredient_match_source_enum

Config: OLLAMA_BASE_URL / OLLAMA_API_KEY / OLLAMA_MODEL settings
Docker-compose: wires all three Ollama + Spoonacular env vars to backend/scheduler
Scraper service: calls run_llm_match_job after run_match_job on every scrape

Results: AUTO matcher went from 36→25 unmatched (plural normalization fix),
LLM added 3 more (Black Pepper, Zucchini, Chicken Thighs).
Remaining 22 are genuine Lucky CA catalog gaps (standalone olive oil,
dried spices, etc. not in Swiftly weekly ad).

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
2026-05-12 09:37:58 -07:00

108 lines
3.3 KiB
YAML

version: "3.8"
services:
backend:
build:
context: ./backend
dockerfile: Dockerfile
expose:
- "8000"
environment:
- DATABASE_URL=postgresql://mealplanner:${POSTGRES_PASSWORD}@db:5432/mealplanner
- SENDGRID_API_KEY=${SENDGRID_API_KEY}
- SPOONACULAR_API_KEY=${SPOONACULAR_API_KEY}
- OLLAMA_BASE_URL=${OLLAMA_BASE_URL:-https://ollama.com/v1}
- OLLAMA_API_KEY=${OLLAMA_API_KEY}
- OLLAMA_MODEL=${OLLAMA_MODEL:-kimi-k2.6:cloud}
- LUCKY_CA_URL=${LUCKY_CA_URL:-https://luckysupermarkets.com}
- LUCKY_STORE_ID=${LUCKY_STORE_ID:-757}
- SWIFTLY_API_BASE=${SWIFTLY_API_BASE:-https://prod.swiftlyapi.net}
- SWIFTLY_CATEGORIES_URL=${SWIFTLY_CATEGORIES_URL:-https://luckysupermarkets.com/categories}
- AI_IMAGE_ENABLED=${AI_IMAGE_ENABLED:-false}
- LOG_LEVEL=${LOG_LEVEL:-INFO}
- SECRET_KEY=${SECRET_KEY}
- ADMIN_TOKEN=${ADMIN_TOKEN}
- SESSION_PASSWORD=${SESSION_PASSWORD}
- EMAIL_BACKEND=${EMAIL_BACKEND:-console}
- ADMIN_EMAIL=${ADMIN_EMAIL:-}
- APP_BASE_URL=${APP_BASE_URL:-http://localhost}
depends_on:
db:
condition: service_healthy
restart: unless-stopped
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
interval: 30s
timeout: 10s
retries: 3
scheduler:
build:
context: ./backend
dockerfile: Dockerfile
command: python -m app.scheduler
environment:
- DATABASE_URL=postgresql://mealplanner:${POSTGRES_PASSWORD}@db:5432/mealplanner
- SENDGRID_API_KEY=${SENDGRID_API_KEY}
- SPOONACULAR_API_KEY=${SPOONACULAR_API_KEY}
- OLLAMA_BASE_URL=${OLLAMA_BASE_URL:-https://ollama.com/v1}
- OLLAMA_API_KEY=${OLLAMA_API_KEY}
- OLLAMA_MODEL=${OLLAMA_MODEL:-kimi-k2.6:cloud}
- LUCKY_CA_URL=${LUCKY_CA_URL:-https://luckysupermarkets.com}
- LUCKY_STORE_ID=${LUCKY_STORE_ID:-757}
- SWIFTLY_API_BASE=${SWIFTLY_API_BASE:-https://prod.swiftlyapi.net}
- SWIFTLY_CATEGORIES_URL=${SWIFTLY_CATEGORIES_URL:-https://luckysupermarkets.com/categories}
- AI_IMAGE_ENABLED=${AI_IMAGE_ENABLED:-false}
- LOG_LEVEL=${LOG_LEVEL:-INFO}
- SECRET_KEY=${SECRET_KEY}
- ADMIN_TOKEN=${ADMIN_TOKEN}
- SESSION_PASSWORD=${SESSION_PASSWORD}
- EMAIL_BACKEND=${EMAIL_BACKEND:-console}
- ADMIN_EMAIL=${ADMIN_EMAIL:-}
- APP_BASE_URL=${APP_BASE_URL:-http://localhost}
depends_on:
db:
condition: service_healthy
restart: unless-stopped
frontend:
build:
context: ./frontend
dockerfile: Dockerfile
expose:
- "80"
depends_on:
- backend
restart: unless-stopped
db:
image: postgres:15-alpine
volumes:
- postgres_data:/var/lib/postgresql/data
environment:
- POSTGRES_USER=mealplanner
- POSTGRES_PASSWORD=${POSTGRES_PASSWORD}
- POSTGRES_DB=mealplanner
restart: unless-stopped
healthcheck:
test: ["CMD-SHELL", "pg_isready -U mealplanner -d mealplanner"]
interval: 10s
timeout: 5s
retries: 5
nginx:
image: nginx:alpine
ports:
- "8081:80"
- "8444:443"
volumes:
- ./nginx/nginx.conf:/etc/nginx/nginx.conf:ro
- ./nginx/ssl:/etc/nginx/ssl:ro
depends_on:
- frontend
- backend
restart: unless-stopped
volumes:
postgres_data: