# Chat with Google Drive and Pinecone: n8n workflow template

> Started by someone opening a chat with it, and works across Google Drive and Pinecone. It puts OpenAI behind a retrieval step, so answers are drawn from...

Source: https://millionrounds.com/workflow/chat-with-google-drive-and-pinecone-2 (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Documents and files](https://millionrounds.com/workflows?category=Documents+and+files#library)

# Chat with Google Drive and Pinecone

Started by someone opening a chat with it, and works across Google Drive and Pinecone. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 14 steps: a working afternoon to understand properly.

Medium Calls a model: OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fchat-with-google-drive-and-pinecone-2)

**14 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 2 Model 9 Logic 2 Service 1

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

- 1 **Load documents into the knowledge base** Manual trigger *Starts it*
- 2 **Embeddings (ingestion)** Embeddings Open Ai *Model*
- 3 **Split document into chunks** Text Splitter Recursive Character Text Splitter *Model*
- 4 **When a chat message is received** Chat trigger *Starts it*
- 5 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 6 **Conversation memory** Memory Buffer Window *Model*
- 7 **Embeddings (retrieval)** Embeddings Open Ai *Model*
- 8 **Configuration** Set *Logic*
- 9 **Store chunks in Pinecone** Vector Store Pinecone *Model*
- 10 **Load document with metadata** Document Default Data Loader *Model*
- 11 **Chat Settings** Set *Logic*
- 12 **Answer questions from your documents** Agent *Model*
- 13 **Search your documents** Vector Store Pinecone *Model*
- 14 **Download source document** Google Drive *Service*

## How it's built

- **Starts on:** Someone opening a chat with it
- **Steps:** 14
- **Size:** Medium: a working afternoon
- **Connects to:** Google Drive, 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 Google Drive 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 someone opening a chat with it.

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. 14 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 14 steps before you point it at anything that matters.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fchat-with-google-drive-and-pinecone-2)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Google Drive](https://millionrounds.com/workflows?service=Google+Drive#library)[Pinecone](https://millionrounds.com/workflows?service=Pinecone#library)

## Workflows like it

Also documents and files, with the same services where possible, closest in size first.

- [**Chat with GitHub API and Pinecone** 14 steps · calls a model · Pinecone](https://millionrounds.com/workflow/chat-with-github-api-and-pinecone)
- [**Create fillable document templates from PDF or DOCX** 14 steps · calls a model · Google Drive](https://millionrounds.com/workflow/create-fillable-document-templates-from-pdf-or-docx)
- [**Track tenant document compliance with Drive and Sheets** 14 steps · calls a model · Email, Google Drive](https://millionrounds.com/workflow/track-tenant-document-compliance-with-drive-and-sheets)
- [**Transform Google Drive documents into vector embeddings** 14 steps · calls a model · Google Drive](https://millionrounds.com/workflow/transform-google-drive-documents-into-vector-embeddings)
- [**Audit Google Drive file permissions for access control management** 14 steps · Gmail, Google Drive](https://millionrounds.com/workflow/audit-google-drive-file-permissions-for-access-control-manag)
- [**Automate manufacturing QC documentation & compliance** 14 steps · Email, Google Drive](https://millionrounds.com/workflow/automate-manufacturing-qc-documentation-and-compliance)