A bot that answers from your own documents

The scenario loads documents from a folder into a knowledge base, and a messenger bot answers questions from their contents.

  • A new document in хранилище joins the knowledge base by itself
  • Answers come from your documents, not from thin air
  • Processed files move to their own folder
  • Only authorised people can talk to the bot
Google DriveDefault Data LoaderQdrant Vector StoreEmbeddings OpenAI
Connect Pinecone Vector Store and goScriptera

How it works

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

  1. Starts when: New File Trigger
  2. Then: Download File
  3. Then: Insert into Qdrant
  4. Then: Move to Processed Folder
  5. Then: Load Document Data
  6. Then: Split Text into Chunks
  7. Starts when: Telegram Message Trigger
  8. Check: Filter Authorized User
  9. Then: AI Agent1
  10. Then: Send Response to Telegram
  11. Then: OpenAI Embeddings
  12. Then: Qdrant Knowledge Base
  13. Then: OpenAI Chat Model1

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

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