A knowledge base over your PDFs — that answers questions

The scenario gathers your documents into a smart base and answers questions about them in plain words, grounded in the sources.

  • Ask your documents in plain words
  • The answer is grounded in your own files
  • Load once — ask afterwards
  • No more hunting for a clause by hand
Qdrant Vector StoreEmbeddings OpenAIDefault Data Loader

How it works

To connect Pinecone Vector Store and selectelS3, you don't need a developer: a ready-made scenario links them in minutes.

  1. Starts when: When clicking ‘Test workflow’
  2. Then: Get Files from S3
  3. Check: Loop Over Items
  4. Then: Download Files from AWS
  5. Then: Extract from File
  6. Then: Qdrant Vector Store
  7. Then: Embeddings OpenAI
  8. Then: Default Data Loader
  9. Then: Recursive Character Text Splitter
  10. Starts when: When chat message received
  11. Then: AI Agent
  12. Then: OpenAI Chat Model
  13. Then: Qdrant Vector Store1
  14. Then: Embeddings OpenAI1

You can launch this Pinecone Vector Store + selectelS3 integration in Scriptera: describe the task in plain words — the scenario is built, launched and monitored for you.