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Korb Shopping Agent

Under maintenance

Pricing

Pay per usage

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Korb Shopping Agent

Korb Shopping Agent

Under maintenance

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

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

ParameterTypeRequiredDefaultDescription
querystringYesNatural language shopping query (e.g., "Zutaten für Pasta Carbonara unter CHF 15")
budgetnumberNo50.0Maximum budget in CHF
preferred_retailersstring[]No["migros", "coop", "aldi", "denner", "lidl"]Preferred retailers
regionstringNo"zurich"Swiss region (zurich, bern, basel)
qdrant_urlstringNoQdrant Cloud cluster URL
qdrant_api_keystringNoQdrant Cloud API key (secret)
openrouter_api_keystringNoOpenRouter API key for LLM access (secret)
scrape_freshbooleanNofalseRun swiss-grocery-scraper for fresh data before searching
find_storesbooleanNofalseUse 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

{
"query": "Zutaten für Pasta Carbonara unter CHF 15",
"budget": 15.0,
"preferred_retailers": ["migros", "coop"],
"region": "zurich",
"qdrant_url": "https://xxx.qdrant.io",
"qdrant_api_key": "...",
"openrouter_api_key": "...",
"scrape_fresh": false,
"find_stores": true
}

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