RAG Workflow For Stock Earnings Report Analysis

Automated workflow: RAG Workflow For Stock Earnings Report Analysis. This workflow integrates 15 different services: stickyNote, vectorStorePinecone, embeddingsGoogleGemini, textSplitterRecursiveCharacterTextSplitter, lmChatGoogleGemini. It contains 25 nodes and follows best practices for error handling and security.

Workflow Structure (16 nodes)
100%
Google Sheets
List Of Files To Load (Google Sheets)
Split In Batches
Loop Over Items
Google Drive
Download File From Google Drive
No Op
Embeddings Google Gemini
No Op
Pinecone Vector Store
No Op
Default Data Loader
No Op
Recursive Character Text Splitter
Stop And Error
Error Handler
Manual Trigger
When clicking ‘Test workflow’
No Op
OpenAI Chat Model
No Op
AI Agent
No Op
Embeddings Google Gemini (retrieval)
No Op
Pinecone Vector Store (Retrieval)
No Op
Vector Store Tool
Google Docs
Save Report to Google Docs
No Op
Google Gemini Chat Model1
Node Types:
default
logic
trigger
action
Requires credentials

Prerequisites

Required Credentials (6)

Google Docs

Used by: Save Report to Google Docs

Docs

Google Drive

Used by: Download File From Google Drive

Docs

Google Palm

Used by: Embeddings Google Gemini, Google Gemini Chat Model1 +1 more

Docs

Google Sheets

Used by: List Of Files To Load (Google Sheets)

Docs

OpenAI

Used by: OpenAI Chat Model

Docs

Pinecone

Used by: Pinecone Vector Store, Pinecone Vector Store (Retrieval)

Docs

Multiple services required

This workflow needs 6 different credentials. Make sure you have accounts for all services before importing.

Complexity

Advanced

Expert level. Custom code, complex logic, many integrations.

Setup time: ~1 hour
Score: 75/100
Loops
6 Integrations

When to Use This Workflow

Automated Reporting

Automatically collect and organize data into spreadsheets for analysis.

Spend less time on data entry and more time on insights.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json
{
  "id": "fqaNojXWrspqjfkY",
  "meta": {
    "instanceId": "workflow-6e20e92a",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:45.368233",
    "updatedAt": "2025-09-29T07:07:45.368266",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "RAG Workflow For Stock Earnings Report Analysis",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...

Workflow Details

Nodes
19
Trigger
Manual
Source
community
Added
Sep 29, 2025

Need Help?

Check out the official n8n documentation for detailed guides.

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