Patrick

writing, drawing, surfing, painting

All posts in LLM

Notes: LLM Engineers Handbook

Posted on Author theptrkPosted in LLM

I love mind mapping. It helps arrange and rearrange new information so a brief glance is enough to spur the memory of the content. Chapter 2 goes over tooling and setting up the books companion repository. Chapter 3 goes over the Data Engineering workflow with emphasis on chapter 5

Django and pgvector for semantic search

Posted on Author theptrkPosted in django, LLM, python

Goal: Semantic Search Setup pgvector You have a model with a field you want to make semantically searchable. Installation comes from: https://github.com/pgvector/pgvector-python Step: install pgvector on your machine Step: create a migration to activate Step: add a VectorField to your model Step: make migrations and migrate Setup sentence transformers for embeddings We will use the…

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Can ChatGPT do math? NO! But why?

Posted on Author theptrkPosted in LLM

ChatGPT can “kind of” do math, but with limited precision. 1+1, 2+2, it’s great at these additions. Here’s GPT-3.5 Here’s GPT-4 But why? Interestingly, GPT knows the way it was trained and the inherent limitations of using a language model to produce accurate arithmetic.