A chatbot over your documents with semantic search

The scenario turns your documents into a search index and answers chat questions strictly from their contents, finding the relevant passages.

  • Answers from your documents, doesn't make things up
  • Finds the right passage by meaning
  • The client asks in plain words
  • Add new files just by dropping them in storage
WebhookSupabase Vector StoreDefault Data LoaderEmbeddings Google Gemini

How it works

To connect Monday.com and pruffme, you don't need a developer: a ready-made scenario links them in minutes.

  1. Starts when: Chat Request Webhook
  2. Then: RAG Document Assistant
  3. Starts when: Return AI Response
  4. Then: OpenRouter LLM
  5. Then: Supabase Vector Retriever
  6. Then: Google Drive PDF Downloader
  7. Then: Supabase Vector Store
  8. Then: Document Loader
  9. Then: Gemini Embedding Model
  10. Then: Recursive Text Splitter

You can launch this Monday.com + pruffme integration in Scriptera: describe the task in plain words — the scenario is built, launched and monitored for you.