Add an openai with function calls example

holoviz-topics / panel-chat-examples

Examples of Chat Bots using Panels chat features: Traditional, LLMs, AI Agents, LangChain, OpenAI etc

https://holoviz-topics.github.io/panel-chat-examples/

MIT License

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Add an openai with function calls example #110

Closed MarcSkovMadsen closed 11 months ago

MarcSkovMadsen commented 11 months ago

This adds an openai with function calls example.

I've based it on hvPlot. A lot could be invested in polishing the tool_hvplot.json file such that most of hvplots api would be available.

Bugs and Feature Requests identified

When the bugs below are fixed or features implemented it would be possible to make this even more awesome.

https://github.com/holoviz/panel/issues/6025
https://github.com/holoviz/panel/issues/6026
The chat interface styling seems to determined by pn.config.theme and not the pn.template.FastListTemplate(theme=...).
The chat spinner is gray and not very visible with fast template in dark mode.
- The ohlc plot needs some styling to be visible in dark mode.
The JSON pane overflows its container
Plotly plots action svgs do not use the currentColor. Thus they are always colored black and hard to see in dark theme.

Assets

chat-with-hvplot

ahuang11 commented 11 months ago

Looking to be great! Maybe @sophiamyang can write a blog post about this too :)

MarcSkovMadsen commented 11 months ago

This is ready for review.

One day someone with more time might

Extend the tool_hvplot.json file to support more or all of hvPlots arguments.
Add possibility to upload data.
Support changing to another data set using the chat interface. For example it could be possible to change between all the bokeh_sample_data data sets.

MarcSkovMadsen commented 11 months ago

All the openai tests fails. My guess is the OPENAI_API_KEY is no longer valid @ahuang11

ahuang11 commented 11 months ago

I refreshed the key.

Seems like it doesn't recognize the actions env key.

packages/bokeh/application/handlers/code_runner.py", line 229, in run
    exec(self._code, module.__dict__)
  File "/home/runner/work/panel-chat-examples/panel-chat-examples/docs/examples/openai/openai_authentication.py", line 58, in <module>
    aclient = AsyncOpenAI()
  File "/home/runner/.local/share/hatch/env/virtual/panel-chat-examples/wGgBc7bP/panel-chat-examples/lib/python3.9/site-packages/openai/_client.py", line 303, in __init__
    raise OpenAIError(
openai.OpenAIError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY environment variable

ahuang11 commented 11 months ago

Trying to fix it here. https://github.com/holoviz-topics/panel-chat-examples/pull/112

ahuang11 commented 11 months ago

I will review this in detail tomorrow.

MarcSkovMadsen commented 11 months ago

Try adding a hvPlot argument to the tool_hvplot.json file and then play around with it in the chat interface. Its quite fun and a good learning experience.

ahuang11 commented 11 months ago

Okay looks good to me!