Learn to create LLM applications in your system using Ollama and LangChain in Python | Completely private and secure
What you will learn
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Download and install Ollama for running LLM models on your local machine
Set up and configure the Llama LLM model for local use
Customize LLM models using command-line options to meet specific application needs
Save and deploy modified versions of LLM models in your local environment
Develop Python-based applications that interact with Ollama models securely
Call and integrate models via Ollamaβs REST API for seamless interaction with external systems
Explore OpenAI compatibility within Ollama to extend the functionality of your models
Build a Retrieval-Augmented Generation (RAG) system to process and query large documents efficiently
Create fully functional LLM applications using LangChain, Ollama, and tools like agents and retrieval systems to answer user queries
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