Build a Vision OCR Agent Using Mistral AI & Gemini

Описание: Build your own Vision OCR Agent using Mistral AI and Google Gemini!
In this video, we’ll show you step-by-step how to automate invoice data extraction and enable natural language chat with your structured data — all using powerful open AI tools.

You’ll learn how to:
✅ Use Mistral AI for OCR (Optical Character Recognition) to extract text from invoices
✅ Convert extracted data into structured JSON format for seamless system integration
✅ Use Gemini AI to interact intelligently with your invoice data
✅ Automate manual data entry tasks using AI agents

🚀 GitHub Repository
Labellerr’s official GitHub: https://github.com/Labellerr/Hands-On...
Project Repo: https://github.com/Labellerr/Hands-On...
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Chapters
0:00 Introduction: Building a Vision OCR Agent
0:26 How It Works: Upload, Extract, & Chat
0:42 Step 1: Upload an Invoice Image
0:50 Step 2: Extract Data to JSON with Mistral AI
1:00 Step 3: Chat with Invoice Data Using Gemini
1:12 Why Use a Vision OCR Agent?
1:23 Automate Data Extraction & Eliminate Manual Entry
1:32 Structured JSON for Seamless Integration
1:43 Natural Language Chat with Your Documents
1:52 Code Demo: Vision OCR Agent in Action
2:02 Installing Required Libraries
2:28 Importing Libraries & Setting Up API Keys
3:12 Creating the OCR Function with Mistral AI
4:06 Converting Extracted Data to JSON
4:25 Building the Invoice Processing Pipeline
4:46 Configuring the Gemini Agent with CrewAI
5:11 Sample Invoice & Preloaded Questions
6:17 Running the OCR: Text Extraction Results
6:53 JSON Output: Well-Structured Invoice Data
7:13 Asking Questions: Total Invoice Amount
7:47 Identifying the Vendor
8:00 Listing All Invoice Items
8:27 Finding the Invoice Issue Date
8:49 Attempting to Calculate Tax Percentage
9:16 Conclusion: Create Your Own Vision OCR Agent
9:28 Explore More: GitHub Repository & Cookbooks


Interested in learning more about our services?
Website: https://www.labellerr.com
Book a Demo: https://www.labellerr.com/book-a-demo

Find us on Social Media Platforms:
LinkedIn:   / labellerr  
Twitter: https://x.com/Labellerr1


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