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July 6, 2023July 6, 2023

AI Reading List 7/6/2023

What I’m reading today.

Researchers from Peking University Introduce ChatLaw: An Open-Source Legal Large Language Model with Integrated External Knowledge Bases — This includes links to the article and Github repo
Why Embeddings Usually Outperform TF-IDF: Exploring the Power of NLP
Fine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller
Open Assistant — In the same way that Stable Diffusion helped the world make art and images in new ways, we want to improve the world by providing amazing conversational AI. Github repo

AI Reading List 6/28/2023

What I’m reading today.

Semantic Search with Few Lines of Code — Use the sentence transformers library to implement a semantic search engine in minutes
Choosing the Right Embedding Model: A Guide for LLM Applications — Optimizing LLM Applications with Vector Embeddings, affordable alternatives to OpenAI’s API and how we move from LlamaIndex to Langchain
Making a Production LLM Prompt for Text-to-SQL Translation