Reference Websites - up1/workshop-ai-with-technical-team GitHub Wiki

Libraries

• GenAI Script

Prompt examples

• https://github.com/simonw/tools
• Prompt Engineering Guide
• Coral AI Tutorials

RAG and Example

• [RAG Implementation]
  • https://comfyai.app/article/llm-applications/retrieval-augmented-generation
  • https://huggingface.co/learn/cookbook/en/advanced_rag
• Google RAG
• Open AI Cookbook
• Anthropic Cookbook
• Spring AI + RAG
• 21 Lessons, Get Started Building with Generative AI

Tools

• Awesome AI DevTools
• Awesome LLM
• Aider is AI pair programming in your terminal
• Visualize from text
• https://www.writewithai.xyz/
• https://ollama.com/blog/llama3
• https://ollama.com/blog/tool-support
• Text-to-SQL

Evaluate

• https://docs.confident-ai.com/docs/metrics-llm-evals
• https://www.datacamp.com/tutorial/deepeval

Caching

• https://platform.openai.com/docs/guides/prompt-caching