Ollama Local Models

What problem does it solve?

This Skill provides expert guidance for integrating Ollama to run open-source Large Language Models (LLMs) locally, addressing privacy concerns, reducing API costs, and enabling offline AI capabilities.

Core Features & Use Cases

• Local LLM Execution: Run models like Llama 3, Code Llama, and Mistral directly on your machine.
• Streaming & Chat: Implement real-time text generation and multi-turn conversational interfaces.
• Embeddings & Vision: Generate text embeddings for RAG and analyze images with multimodal models.
• FastAPI Integration: Deploy local LLMs as a robust API endpoint for your applications.
• Use Case: Develop a privacy-focused internal document summarizer that processes sensitive company data without sending it to external cloud providers, ensuring compliance and data security.

Quick Start

Generate text using the 'llama3.2' model with the prompt 'Explain quantum computing in simple terms'.