Transform Unstructured Data into Structured 📊
Discover how large language models (LLMs) can convert unstructured data into structured formats, boosting AI workflows and insights.

Alfred @ DailyAi
8.0K views • Feb 5, 2025

About this video
The Hidden Gem of LLMs: Converting Unstructured Data into Structured Data!
One of the biggest wins for me in my day to day work in AI right now is the ability to take messy, unstructured data—PDFs, emails, reports, logs—and turn it into clean, structured JSON. This unlocks automation opportunities that were impossible before!
✅ What You’ll Learn in This Video:
1️⃣ Basic Extraction – How to pull structured data from a PDF using an LLM.
2️⃣ Error Handling & Validation – Using a second LLM to improve accuracy.
3️⃣ Autofix Output Parser – Automatically correcting formatting issues to ensure reliable JSON.
⚡ Why This Matters
• Offer customers solutions that might not have been possible a year ago!
• Automate Data Entry from PDF, Emails and more
• LLMs can process PDFs, emails, and more in seconds.
• You can store this structured data in databases, APIs, CRMs, and dashboards.
🔥 LLMs are changing the way we handle data. What would you automate next? Let me know in the comments!
👍 Like & Subscribe for more AI automation insights!
#AI #LLMs #Automation #StructuredData #JSON #DataExtraction #NoCode
1️⃣ Using Vision AI for PDFs with Images → https://youtu.be/JvjSTtPR9ok
2️⃣ Error Handling Techniques (Nate Herring’s Video) → https://www.youtube.com/watch?v=9FuNtfsnRNo&t=5s
3️⃣ Training Program Announcement → https://training.dailyai.studio/
One of the biggest wins for me in my day to day work in AI right now is the ability to take messy, unstructured data—PDFs, emails, reports, logs—and turn it into clean, structured JSON. This unlocks automation opportunities that were impossible before!
✅ What You’ll Learn in This Video:
1️⃣ Basic Extraction – How to pull structured data from a PDF using an LLM.
2️⃣ Error Handling & Validation – Using a second LLM to improve accuracy.
3️⃣ Autofix Output Parser – Automatically correcting formatting issues to ensure reliable JSON.
⚡ Why This Matters
• Offer customers solutions that might not have been possible a year ago!
• Automate Data Entry from PDF, Emails and more
• LLMs can process PDFs, emails, and more in seconds.
• You can store this structured data in databases, APIs, CRMs, and dashboards.
🔥 LLMs are changing the way we handle data. What would you automate next? Let me know in the comments!
👍 Like & Subscribe for more AI automation insights!
#AI #LLMs #Automation #StructuredData #JSON #DataExtraction #NoCode
1️⃣ Using Vision AI for PDFs with Images → https://youtu.be/JvjSTtPR9ok
2️⃣ Error Handling Techniques (Nate Herring’s Video) → https://www.youtube.com/watch?v=9FuNtfsnRNo&t=5s
3️⃣ Training Program Announcement → https://training.dailyai.studio/
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Video Information
Views
8.0K
Likes
196
Duration
10:36
Published
Feb 5, 2025
User Reviews
4.6
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