Automation library · Data collection

Build a knowledge base chatbot with Jotform and Together AI

Started by someone opening a chat with it, and works across Supabase. It hands the judgement calls to Gemini. 13 steps: a working afternoon to understand properly.

MediumCalls a model: Gemini

13 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 2Logic 2Service 7

The steps in the order they run, from what starts it.

  1. 1Google Gemini Chat ModelLm Chat Google GeminiModel
  2. 2When chat message receivedChat triggerStarts it
  3. 3JotForm TriggerJot Form triggerStarts it
  4. 4AI AgentAgentModel
  5. 5Embend User MessageHttp RequestService
  6. 6Grab New knowledgebaseHttp RequestService
  7. 7Search EmbeddingsHttp RequestService
  8. 8Grab the uploaded knowledgebase file linkHttp RequestService
  9. 9AggregateAggregateLogic
  10. 10Extract Text from PDF FileExtract From FileService
  11. 11Splitting into ChunksCodeLogic
  12. 12Embedding Uploaded documentHttp RequestService
  13. 13Save the embedding in DBSupabaseService

How it's built

Starts on
Someone opening a chat with it
Steps
13
Size
Medium: a working afternoon
Connects to
Supabase
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Supabase account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 13 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 13 steps before you point it at anything that matters.