I just published Why Every AI Architect or Engineer Needs to Understand the Backend They Are Deploying To https://t.co/omvCdL0bjg
Don't just own the intelligence. Engineer the stack.
#AIEngineering#MLOps#GenerativeAI
This AI System Design guide teaches RAG better than most courses.
And I'm giving it away for free (Only for First 4500)
Inside:
• RAG fundamentals & chunking strategies
• Hybrid retrieval (BM25 + vector search)
• Production-level RAG architecture
• Evaluation & RAGAS metrics
• Hallucination reduction techniques
• End-to-end LLM system design
How to get it:
• Follow me (must so I can DM)
• RT + Like
• Comment "book"
I'll dm you
We reason by first principles, by analogy, or a blend of the two.
Tim Urban (@waitbutwhy) on the distinction between first principles vs analogy based learning:
The difference between the cook and the chef. While these terms are often used interchangeably, there is an important nuance. The chef is a trailblazer, the person who invents recipes. He knows the raw ingredients and how to combine them. The cook, who reasons by analogy, uses a recipe. He creates something, perhaps with slight variations, that’s already been created.
The difference between reasoning by first principles and reasoning by analogy is like the difference between being a chef and being a cook. If the cook lost the recipe, he’d be screwed. The chef, on the other hand, understands the flavor profiles and combinations at such a fundamental level that he doesn’t even use a recipe. He has real knowledge as opposed to know-how.
https://t.co/fshMtISAw7
I AM IN TEARS! THE 1ST OPEN-SOURCE NIGERIAN LANGUAGE TEXT CLASSIFIER ON @pypi.
Please try it out! I’ll spend the next week improving it and merging contributions.
Catch any errors? Let me know so I can fix them.
https://t.co/hx0Fg9DV79