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# Panel Chat Examples | ||
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[![build](https://github.com/holoviz-topics/panel-chat-examples/workflows/Build/badge.svg)](https://github.com/holoviz-topics/panel-chat-examples/actions) | ||
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Examples using [Panel](https://panel.holoviz.org/) and its [Chat Components](https://panel.holoviz.org/reference/index.html#chat); Panels chat components are *multi modal* and supports [LangChain](https://python.langchain.com/docs/get_started/introduction), [OpenAI](https://openai.com/blog/chatgpt), [Mistral](https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjZtP35yvSBAxU00wIHHerUDZAQFnoECBEQAQ&url=https%3A%2F%2Fdocs.mistral.ai%2F&usg=AOvVaw2qpx09O_zOzSksgjBKiJY_&opi=89978449), [Llama](https://ai.meta.com/llama/), etc. | ||
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**Documentation**: <a href="https://holoviz-topics.github.io/panel-chat-examples/" target="_blank">holoviz-topics.github.io/panel-chat-examples/</a> | ||
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<video controls style="height:auto;width: 100%;max-height:500px" poster="assets/videos/panel-chat-examples-splash.png"> | ||
<source src="assets/videos/panel-chat-examples-splash.mp4" type="video/mp4"> | ||
</video> | ||
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Panels Chat Components are available with `pip install "panel>=1.3.0"`; most examples require `pip install "panel>=1.4.0"`. | ||
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## Quick Start | ||
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It's super easy to get started with Panel chat components. | ||
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1. Setup imports | ||
2. Define a function to dictate what to do with the input message | ||
3. Define a servable widget with `callback=response_callback` | ||
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```python | ||
# 1.) | ||
import panel as pn | ||
pn.extension() | ||
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# 2.) | ||
def response_callback(input_message: str, input_user: str, instance: pn.chat.ChatInterface): | ||
# choose your favorite LLM API to respond to the input_message | ||
... | ||
response_message = f"Echoing your input: {input_message}" | ||
return response_message | ||
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# 3.) | ||
pn.widgets.ChatInterface(callback=response_callback).servable() | ||
``` | ||
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## Exploration | ||
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[![Open in GitHub Codespaces](https://github.com/codespaces/badge.svg)](https://codespaces.new/holoviz-topics/panel-chat-examples?quickstart=1) | ||
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## Installation | ||
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To install and serve all examples: | ||
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```bash | ||
git clone https://github.com/holoviz-topics/panel-chat-examples | ||
cd panel-chat-examples | ||
pip install -e ".[all]" # or instead of `all`, just `openai`, `mistralai`, `langchain`, `llamaindex`, `llamacpp` | ||
# Optionally set the OPENAI_API_KEY environment variable | ||
panel serve docs/examples/**/*.py --static-dirs thumbnails=docs/assets/thumbnails --autoreload | ||
``` | ||
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Then open [http://localhost:5006](http://localhost:5006) in your browser. | ||
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![Panel Index Page](https://raw.githubusercontent.com/holoviz-topics/panel-chat-examples/main/assets/images/panel-chat-examples-index-page.png) | ||
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## Contributing | ||
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We would ❤️ to collaborate with you. Check out the [DEVELOPER GUIDE](https://github.com/holoviz-topics/panel-chat-examples/blob/main/DEVELOPER_GUIDE.md) for to get started. | ||
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## License | ||
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This project is licensed under the terms of the [MIT license](https://github.com/holoviz-topics/panel-chat-examples/blob/main/LICENSE.md). |