A work-chat assistant that remembers your context

You ask the bot in Slack — it pulls your tasks and updates from Google Sheets and past discussions from Qdrant Vector Store and answers with your history in mind.

  • No re-explaining the context every time
  • Answers take your tasks and updates into account
  • New conversations are remembered too
  • Works right inside Slack
Pinecone Vector StoreEmbeddings Azure OpenAIGoogle Sheets ToolReranker Cohere
Connect a knowledge base and launchScriptera

How it works

To move data from Slack to Qdrant Vector Store automatically, use a ready-made scenario — no manual exports.

  1. Starts when: Slack Trigger
  2. Then: Get a user's profile
  3. Then: AI Agent1
  4. Then: Pinecone Vector Store5
  5. Then: AI Agent3
  6. Then: Edit Fields1
  7. Then: Pinecone Vector Store3
  8. Then: Azure OpenAI Chat Model1
  9. Then: Pinecone Vector Store2
  10. Then: Embeddings Azure OpenAI2
  11. Then: Get row(s) in sheet in Google Sheets
  12. Then: Embeddings Azure OpenAI3
  13. Then: Reranker Cohere1
  14. Then: Structured Output Parser1
  15. Then: Embeddings Azure OpenAI5
  16. Then: Reranker Cohere3
  17. Then: Azure OpenAI Chat Model3
  18. Then: Auto-fixing Output Parser
  19. Then: Structured Output Parser2

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

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