Korb Shopping Agent
Pricing
Pay per usage
Go to Apify StoreUnder maintenance
Korb Shopping Agent
AI shopping agent that orchestrates grocery search, Qdrant retrieval, and LLM-powered recommendations for Swiss grocery shopping.
Pricing
Pay per usage
Rating
0.0
(0)
Developer
Niklas Wichter
Maintained by Community
Actor stats
0
Bookmarked
1
Total users
0
Monthly active users
8 days ago
Last modified
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AI shopping agent that orchestrates grocery search, Qdrant retrieval, and LLM-powered recommendations for Swiss grocery shopping.
Input Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
query | string | Yes | — | Natural language shopping query (e.g., "Zutaten für Pasta Carbonara unter CHF 15") |
budget | number | No | 50.0 | Maximum budget in CHF |
preferred_retailers | string[] | No | ["migros", "coop", "aldi", "denner", "lidl"] | Preferred retailers |
region | string | No | "zurich" | Swiss region (zurich, bern, basel) |
qdrant_url | string | No | — | Qdrant Cloud cluster URL |
qdrant_api_key | string | No | — | Qdrant Cloud API key (secret) |
openrouter_api_key | string | No | — | OpenRouter API key for LLM access (secret) |
scrape_fresh | boolean | No | false | Run swiss-grocery-scraper for fresh data before searching |
find_stores | boolean | No | false | Use Google Maps to find nearby stores |
Output
Shopping recommendations with:
- Matched products with prices and stores
- Total cost and savings estimates
- LLM-generated reasoning and explanations
- Alternative store suggestions
Example Input
Tech Stack
- Apify SDK — Actor runtime and orchestration
- Qdrant — Vector/hybrid search over product data
- OpenRouter — LLM access for query parsing and recommendation reasoning
- Google Maps — Nearby store lookup via Apify platform actor
