Plotly Graph Insights with LangChain & OpenAI

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How to use image-to-text GPT-4 model to read Plotly Python graphs and get data insights. We'll use LangChain and Dash to create the insights button and incorporate the openai model.

App code from video:

Complete app code:

LangChain ChatOpenAI docs:

gpt-4-vision-preview docs:
  1. Charming Data
  2. image to text ai models
  3. gpt-4-vision-preview
  4. how to use image-to-text models in python
  5. Analyze plotly graphs with LLMs
  6. dash and langchain
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Комментарии
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What a clever idea! Thanks for sharing Adam!

MakeDataUseful
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Excellent video! Combining Dash with LLM makes 🎉🎉🎊🎊🎉🎉!!!

laurentreynaud
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I've been unable to watch videos for a long time (short on time). The concept of the video is very useful, especially since the initial prompt has a fixed length, as the question is always the same. Thanks! I hope you're doing well!

leonardomolina
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Always love your videos, thanks Adam! I was wondering would it not be more efficient to send just the graph data to GPT, rather than an image of the graph?

pippoh
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Really good Idea Adam, thks a lot !!
It would be interesting to have the same app with a local llm, considering privacy questions.

bertrandcousin