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

How it works

To connect Qdrant and Microsoft Teams, 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 Qdrant + Microsoft Teams integration in Scriptera: describe the task in plain words — the scenario is built, launched and monitored for you.