IndyDevDan | BEST Prompt Format: Markdown, XML, or Raw? CONFIRMED on Llama 3.1 & Promptfoo @indydevdan | Uploaded July 2024 | Updated October 2024, 3 hours ago.
Which prompt format is BEST for your AI agents? Is it Markdown, XML, or Raw Prompts?
🚀 Ready to unlock the true potential of your AI agents? In this video, we're diving deep into the world of prompt formats to find out which one reigns supreme: Markdown, XML, or Raw Prompts. Whether you're a seasoned AI engineer or just starting out, understanding the best prompt format can drastically improve your AI workflows and performance.
🔥 In the past few weeks, we've seen incredible advancements in large language models like Llama-3.1 8B, Llama-3.1 405B, and Mistral Nemo. These models are pushing the boundaries of AI capabilities, and we're here to explore how different prompt formats can optimize their performance. Inspired by Anthropic's XML format insights, this video will help you master prompt engineering and choose the best format for your AI agents.
🛠️ We're not just talking theory; we're running real tests with the Prompt Testing Framework Promptfoo! Watch as we compare Markdown, XML, and Raw Prompts across multiple models, including the latest Llama-3.1 405B and Mistral Nemo. We'll show you how each format performs in various scenarios, from simple bullet summaries to complex YouTube chapter summaries and AI command selectors.
🌟 Hit the like and subscribe for more insights on prompt engineering, AI agents, and agentic workflows. Stay ahead of the curve and transform your AI projects with the best prompt formats.
💡 Key takeaways:
- Prompt Format: Discover why XML tags might be the best format for maximizing prompt performance and accuracy.
- Surprising Results: See how well raw prompts perform against structured formats (hint: it's not as bad as you think)
- Markdown Prompt: Learn when to use Markdown for readability and ease of use.
- Raw Prompts: See how raw, unformatted prompts stack up against structured formats.
- Llama-3.1: Get insights into the latest models like Llama-3.1 8B and 405B, and how they handle different prompt formats.
- Mistral Nemo: Explore the performance of Mistral Nemo in various prompt scenarios.
- AI Agent: Understand how to build robust AI agents with the right prompt formats.
- Agentic Workflow: Learn how to optimize your agentic workflows for better results.
Join us as we put these prompt formats to the test and find out which one is the best for your AI agents. Whether you're working on AI coding assistants, personal AI assistants, or complex agentic workflows, this video is packed with actionable insights to help you succeed.
🔗 Resources
📄 Why use XML tags docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags#why-use-xml-tags
🧪 Start testing your prompts github.com/disler/elm-itv-benchmark
🎥 Previous promptfoo testing video docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags#why-use-xml-tags
🎓 GPT-4o mini SOTA Accuracy TRICK youtube.com/watch?v=0Z2BQPuUY50
📢 Mistral AI large enough mistral.ai/news/mistral-large-2407
📖 Chapters
00:00 Wow Llama 3.1, Mistral Large 2, and Gpt-4o mini
01:25 What's the best prompt format?
02:48 Promptfoo Test 1 - Bullet Summary
05:00 Promptfoo Test 2 - YouTube chapter summaries
07:18 Promptfoo Test 3 - Personal AI Commands
10:03 Promptfoo Test 4 - Nuxt Vue Component Generation
11:11 Promptfoo Test 5 - Code Debugging
14:20 Promptfoo Test 6 - Update Config File
15:50 Promptfoo Test 7 - QA Chatbot
17:03 Promptfoo Test 8 - Script to Key Ideas
18:30 Why use XML? Why use Markdown?
#prompt #agentic #testing
Which prompt format is BEST for your AI agents? Is it Markdown, XML, or Raw Prompts?
🚀 Ready to unlock the true potential of your AI agents? In this video, we're diving deep into the world of prompt formats to find out which one reigns supreme: Markdown, XML, or Raw Prompts. Whether you're a seasoned AI engineer or just starting out, understanding the best prompt format can drastically improve your AI workflows and performance.
🔥 In the past few weeks, we've seen incredible advancements in large language models like Llama-3.1 8B, Llama-3.1 405B, and Mistral Nemo. These models are pushing the boundaries of AI capabilities, and we're here to explore how different prompt formats can optimize their performance. Inspired by Anthropic's XML format insights, this video will help you master prompt engineering and choose the best format for your AI agents.
🛠️ We're not just talking theory; we're running real tests with the Prompt Testing Framework Promptfoo! Watch as we compare Markdown, XML, and Raw Prompts across multiple models, including the latest Llama-3.1 405B and Mistral Nemo. We'll show you how each format performs in various scenarios, from simple bullet summaries to complex YouTube chapter summaries and AI command selectors.
🌟 Hit the like and subscribe for more insights on prompt engineering, AI agents, and agentic workflows. Stay ahead of the curve and transform your AI projects with the best prompt formats.
💡 Key takeaways:
- Prompt Format: Discover why XML tags might be the best format for maximizing prompt performance and accuracy.
- Surprising Results: See how well raw prompts perform against structured formats (hint: it's not as bad as you think)
- Markdown Prompt: Learn when to use Markdown for readability and ease of use.
- Raw Prompts: See how raw, unformatted prompts stack up against structured formats.
- Llama-3.1: Get insights into the latest models like Llama-3.1 8B and 405B, and how they handle different prompt formats.
- Mistral Nemo: Explore the performance of Mistral Nemo in various prompt scenarios.
- AI Agent: Understand how to build robust AI agents with the right prompt formats.
- Agentic Workflow: Learn how to optimize your agentic workflows for better results.
Join us as we put these prompt formats to the test and find out which one is the best for your AI agents. Whether you're working on AI coding assistants, personal AI assistants, or complex agentic workflows, this video is packed with actionable insights to help you succeed.
🔗 Resources
📄 Why use XML tags docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags#why-use-xml-tags
🧪 Start testing your prompts github.com/disler/elm-itv-benchmark
🎥 Previous promptfoo testing video docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/use-xml-tags#why-use-xml-tags
🎓 GPT-4o mini SOTA Accuracy TRICK youtube.com/watch?v=0Z2BQPuUY50
📢 Mistral AI large enough mistral.ai/news/mistral-large-2407
📖 Chapters
00:00 Wow Llama 3.1, Mistral Large 2, and Gpt-4o mini
01:25 What's the best prompt format?
02:48 Promptfoo Test 1 - Bullet Summary
05:00 Promptfoo Test 2 - YouTube chapter summaries
07:18 Promptfoo Test 3 - Personal AI Commands
10:03 Promptfoo Test 4 - Nuxt Vue Component Generation
11:11 Promptfoo Test 5 - Code Debugging
14:20 Promptfoo Test 6 - Update Config File
15:50 Promptfoo Test 7 - QA Chatbot
17:03 Promptfoo Test 8 - Script to Key Ideas
18:30 Why use XML? Why use Markdown?
#prompt #agentic #testing
