Text-to-Speech : https://youtu.be/UzpGgC2SmzI
Knowledge Bases : https://youtu.be/LmXaPUky_u4
Anthropic Claude System Prompts : https://docs.anthropic.com/en/release-notes/system-prompts
In this comprehensive tutorial, we explore the powerful world of custom AI models and how to harness their full potential. Whether you're a developer, business owner, or AI enthusiast, this guide will help you understand and implement custom models effectively.
📚 What You'll Learn:
Understanding the three core components: Input, System Prompts, and Parameters
How to craft effective system prompts for different use cases
Detailed walkthrough of parameter settings (temperature, top-k, etc.)
Real-world examples including customer service bots and AI therapists
Implementation in Open Web UI interface
Local deployment options for enhanced privacy
⚡ Key Highlights:
00:00 - Introduction
00:54 - System Prompts & Parameters explained
02:18 - Complete system prompt breakdown
03:18 - Custom model capabilities
04:27 - Practical implementation in Open Web UI
07:04 - System prompt refinement techniques
08:54 - Advanced use case: AI Therapist model
12:52 - Local deployment options
🔍 Special Focus:
We demonstrate how to avoid common pitfalls in custom model development, including the infamous "$1 Chevy incident," and show you how to create robust, reliable AI assistants for various business applications.
🛠️ Tools & Resources Mentioned:
Open Web UI
Claude 3.5 Sonnet
GPT-4
Kokoro (text-to-speech)
Mistral 7B
Ollama
💡 Bonus Content:
Learn how to integrate knowledge bases with your custom models and implement text-to-speech capabilities for more interactive AI experiences.
📝 Note: This content is educational and meant for responsible implementation. Always follow AI ethics guidelines and best practices when developing custom models.
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