Automation library · Scheduling

Ask questions about past meetings with OpenAI and Pinecone

Started by another system calling it, and works across Pinecone. It puts Azure OpenAI and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 11 steps: a working afternoon to understand properly.

MediumCalls a model: Azure OpenAI, OpenAIRetrieval

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

The flow

Starts it 2Model 6Logic 3

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

  1. 1Receive Voice QuestionWebhookStarts it
  2. 2Generate Question EmbeddingEmbeddings Open AiModel
  3. 3AI Chat ModelLm Chat Azure Open AiModel
  4. 4Transcribe Voice QuestionOpen AiModel
  5. 5Search Meetings in PineconeVector Store PineconeModel
  6. 6Answer Question from MeetingsAgentModel
  7. 7Extract Voice QuestionCodeLogic
  8. 8Build Meeting ContextCodeLogic
  9. 9Prepare Answer for AudioCodeLogic
  10. 10Generate Spoken AnswerOpen AiModel
  11. 11Return Audio ResponseRespond To WebhookStarts it

How it's built

Starts on
Another system calling it
Steps
11
Size
Medium: a working afternoon
Connects to
Pinecone
Model
Azure OpenAI, OpenAI
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

Does it use AI?

Yes. It calls Azure OpenAI and OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 11 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 11 steps before you point it at anything that matters.