How to Analyze Files Locally with Ollama - No Data Upload Required

Hi Everyone,
I'm excited to announce my brand-new Udemy course available at ONLY 399INR/$9.99USD:
Learn to build advanced, privacy-first, production-ready Agentic RAG systems that run fully on your machine with zero API cost.

🔥 Agentic AI – Private Agentic RAG with LangGraph v1 & Ollama 🔥
Check it out 👉 https://kgptalkie.com/agentic-rag

MCP Mastery- Build AI Apps with Claude, LangChain and Ollama
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Learn how to analyze files using Ollama's new application in this complete hands-on tutorial! I'll test Ollama's file analysis capabilities with PDF documents, images, and CSV files to show you what works and what doesn't.

Local LLM Playlist
   • Local LLM Tutorial  

Getting Started with Ollama App:
   • New Ollama Desktop App: Run AI Locally wit...  

What You'll Learn:
» Complete Ollama application setup and model selection
» PDF analysis with financial earnings reports (Facebook, Google, Apple data)
» Image analysis capabilities using multimodal models
» CSV file processing and data extraction
» Model comparison: Small vs Large models (Gemma vs DeepSeek R1)
» Real performance testing with tabular data extraction

Key Findings:
PDF files: Fully supported with excellent text extraction
Excel files: Currently NOT supported
Images: Works with multimodal models (PNG/JPEG)
CSV files: Supported with data analysis capabilities
Model size matters: Larger models = better accuracy

Hardware Used:
RTX 5090 GPU (32GB VRAM)
96GB RAM
Note: Works on CPU but slower performance


🔊 Watch till last for a detailed description

📚 Learn More with My Udemy Courses
🚀 Agentic RAG with LangChain & LangGraph
https://www.udemy.com/course/agentic-...

🧠 LangGraph with Ollama
https://www.udemy.com/course/langgrap...

⚡ Ollama and LangChain
https://www.udemy.com/course/ollama-a...

🔧 Fine-Tuning LLM with Hugging Face Transformers
https://www.udemy.com/course/fine-tun...

📖 NLP with BERT in Python
https://www.udemy.com/course/nlp-with...

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