Automation library · Customer support

Create knowledge base from Jira tickets with OpenAI

Started by a clock, and works across Jira and Pinecone. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 9 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAIRetrieval

9 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
2Services it connects to

The flow

Starts it 1Model 3Logic 3Service 2

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

  1. 1Schedule TriggerSchedule triggerStarts it
  2. 2Embeddings OpenAIEmbeddings Open AiModel
  3. 3Default Data LoaderDocument Default Data LoaderModel
  4. 4Jira Issue ListJiraService
  5. 5Pinecone Vector StoreVector Store PineconeModel
  6. 6Loop Over ItemsSplit In BatchesLogic
  7. 7Code1CodeLogic
  8. 8Jira Issue DetailJiraService
  9. 9Code2CodeLogic

How it's built

Starts on
A clock
Steps
9, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Jira, Pinecone
Model
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 Jira and Pinecone accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls 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. 9 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 9 steps before you point it at anything that matters.