DataFramed

[DataFramed AI Series #1] ChatGPT and the OpenAI Developer Ecosystem

14 snips
May 8, 2023
Logan Kilpatrick, Lead Developer Relations at OpenAI, discusses the transformative impact of ChatGPT and the OpenAI ecosystem. He shares insights into ChatGPT's plugins, revealing how they enhance user experiences and tackle complex tasks. Logan emphasizes the potential of integrating AI into daily life, while touching on multimodal capabilities that improve accessibility for individuals with sight impairments. He also explores the collaboration needed for innovation in AI, along with the evolving challenges of generative models.
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INSIGHT

ChatGPT vs. GPT-n

  • ChatGPT is the user-friendly web app for interacting with OpenAI models.
  • GPT-3, 3.5, and 4 are the underlying models powering it.
ADVICE

API vs. Web Interface

  • Use the ChatGPT web interface for simple exploration and experimentation.
  • Utilize the API for building products, integrations, or cost-effective, high-volume usage.
INSIGHT

Data Science with OpenAI

  • The OpenAI API offers capabilities beyond text generation, such as sentiment analysis and clustering.
  • These functionalities can streamline typical data science tasks without explicit coding.
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