Questions about a PDF right in your messenger

You send the bot a PDF in WhatsApp Business Cloud, it remembers it in Postgres PGVector Store, and then answers your questions about that document in the chat.

  • Answers from your PDF
  • Load the document right in the messenger
  • Searches by meaning, not by keyword
  • An answer in seconds, no scrolling
Embeddings OpenAIDefault Data LoaderPinecone Vector Store
Connect Postgres PGVector Store and goScriptera

How it works

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

  1. Starts when: Telegram Trigger
  2. Check: Check If is a document
  3. If yes: Telegram get File
  4. Then: Change to application/pdf
  5. Then: Pinecone Vector Store
  6. Then: Limit to 1
  7. Then: Telegram Response about Database
  8. Then: Stop and Error1
  9. If no: Question and Answer Chain
  10. Then: Telegram Response
  11. Then: Stop and Error
  12. Then: Embeddings OpenAI
  13. Then: Default Data Loader
  14. Then: Recursive Character Text Splitter
  15. Then: Vector Store Retriever
  16. Then: Pinecone Vector Store1
  17. Then: Groq Chat Model
  18. Then: Embeddings

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

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