Ollama Zero to Hero: Build Chat, Vision Games & AI Agents
Master Local LLMs: Build 4 AI Projects with Python - From Simple Chat to Smart Agents & RAG Systems.
4.51 (219 reviews)
985
students
1 hour
content
Feb 2025
last update
$44.99
regular price
What you will learn
Install and configure Ollama on any operating system (including Docker) and troubleshoot common installation issues
Build custom language models using Modelfiles, including setting up system prompts and optimizing parameters for specific use cases
Implement Ollama's REST API to create interactive applications, including handling streaming responses and managing conversation context
Design and implement production-ready applications using Ollama, incorporating security best practices and error handling
Optimize model performance through effective memory management, caching, and resource monitoring techniques
Integrate Ollama with popular frameworks like LangChain and LlamaIndex to build advanced AI applications
Deploy Retrieval-Augmented Generation (RAG) systems using Ollama, including vector storage integration and query optimization
Analyze and resolve performance bottlenecks in Ollama deployments using monitoring tools and optimization strategies
Run Ollama APIs using Postman
Run Ollama framework inside CrewAI to build AI Agents powered by Local LLMs
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udemy ID
11/7/2024
course created date
11/19/2024
course indexed date
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