AI ML Resources

Learning references

Collected notes and references

• Learning LLMs and GenAI for Dev,Sec,Ops
• Example questions by persona
• Don't Build AI Products The Way Everyone Else Is Doing It
• Detailed implementation of a Transformer model in Tensorflow
• Building Boba AI - Martin Fowler
• Building Production-Ready RAG Applications: Jerry Liu
• An example of LLM prompting for programming - Martin Fowler

Tools

• T5X - Text-to-Text Transfer Transformer
• Verba - he Golden RAGtriever
• DSPy - GenAI delivery pipeline

Example Platforms

• Boba: AI co-pilot for generative ideation

Activities

• Steps for training an NLP

OS Projects

• Quivr is your Second Brain that can act as your personal assistant.