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RAG & Knowledge Bases

Shop with an OpenAI Assistant Using RAG and WooCommerce

When a chat message arrives, an OpenAI personal shopper searches product data in Qdrant and WooCommerce and recommends items to the customer.

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What it does

## Step 2 The Information Extractor tries to understand if the request is related to products and if so, it extracts the useful information to filter the products available on WooCommerce by calling the "personal_shopper". If it is a general question, the RAG system is called

The steps

  1. When chat message received
  2. Window Buffer Memory
  3. Calculator
  4. Edit Fields
  5. OpenAI Chat Model
  6. RAG
  7. Qdrant Vector Store
  8. Embeddings OpenAI
  9. OpenAI Chat Model1
  10. personal_shopper
  11. Information Extractor
  12. OpenAI Chat Model2
  13. Google Drive2
  14. Google Drive1

21 steps in total.

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