RAG Workflow For Stock Earnings Report Analysis

Manual

High

Nodes

Manual

Trigger

High

Complexity

7/22/2025

Added

Workflow Overview

Total Nodes

Node Types

vector Store Pinecone

Pinecone Vector Store, Pinecone Vector Store (Retrieval)

2 nodes

embeddings Google Gemini

Embeddings Google Gemini, Embeddings Google Gemini (retrieval)

2 nodes

document Default Data Loader

Default Data Loader

1 node

text Splitter Recursive Character Text Splitter

Recursive Character Text Splitter

1 node

split In Batches

Loop Over Items

1 node

manual Trigger

When clicking ‘Test workflow’

1 node

agent

AI Agent

1 node

tool Vector Store

Vector Store Tool

1 node

lm Chat Google Gemini

Google Gemini Chat Model1

1 node

lm Chat Open Ai

OpenAI Chat Model

1 node

google Docs

Save Report to Google Docs

1 node

google Sheets

List Of Files To Load (Google Sheets)

1 node

google Drive

Download File From Google Drive

1 node

sticky Note

Sticky Note, Sticky Note1, Sticky Note2

3 nodes

Workflow JSON

20.23 KB

{
  "id": "fqaNojXWrspqjfkY",
  "meta": {
    "instanceId": "69133932b9ba8e1ef14816d0b63297bb44feb97c19f759b5d153ff6b0c59e18d"
  },
  "name": "RAG Workflow For Stock Earnings Report Analysis",
  "tags": [],
  "nodes": [
    {
      "id": "1a621f76-9636-430d-94dd-d5e7dcd5afdc",
      "name": "Pinecone Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "position": [
        380,
        -60
      ],
      "parameters": {
        "mode": "insert",
        "options": {},
        "pineconeIndex": {
          "__rl": true,
          "mode": "list",
          "value": "company-earnings",
          "cachedResultName": "company-earnings"
        }
      },
      "credentials": {
        "pineconeApi": {
          "id": "bQTNry52ypGLqt47",
          "name": "PineconeApi account"
        }
      },
      "typeVersion": 1
    },
    {
      "id": "e5936e45-0f58-48e9-9ab4-cc69f2ef6578",
      "name": "Embeddings Google Gemini",
      "type": "@n8n/n8n-nodes-langchain...

Showing first 1000 characters. Click "Expand" to view the full JSON.