The Future of AI

DevTools for language models - OpenAI CEO interview - Generative AI with Pandas

May 10, 2023

Welcome to ingest this! - a curated newsletter about Data Engineering, MLOps, and Machine Learning Engineering.

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DevTools for language models — predicting the future

This post covers the state of LLM DevTools today and where the authors think it’s heading in the future, touching on topics such as experimentation, prompt design, vector databases, and more.

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OpenAI CEO on GPT-4, ChatGPT, and the future of AI

In this podcast episode, Lex Fridman interviews Sam Altman, CEO of OpenAI. They cover a wide range of topics, from GPT-4 to the meaning of life.

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Add generative artificial intelligence capabilities to Pandas with PandasAI

PandasAI is a Python library that adds generative artificial intelligence capabilities to Pandas, the popular data analysis and manipulation tool. It makes Pandas conversational, allowing you to ask questions about your data and get answers back, in the form of Pandas DataFrames. It can also create plots from a DataFrame.

pandas_ai.run(
    df,
    "Plot the histogram of countries showing for each the gpd, using different colors for each bar")