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‎docs/english/_sidebar.json‎

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"tools/bolt-python/getting-started",
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{ "type": "html", "value": "<hr>" },
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"tools/bolt-python/building-an-app",
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{
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"type": "category",
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"label": "Creating agents",
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"link": {
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"type": "doc",
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"id": "tools/bolt-python/concepts/ai-apps"
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},
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"items": [
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"tools/bolt-python/concepts/ai-apps",
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"tools/bolt-python/concepts/assistant-class"
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]
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},
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{
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"type": "category",
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"label": "Slack API calls",
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"tools/bolt-python/concepts/app-home"
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]
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},
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{
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"type": "category",
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"label": "Creating agents",
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"link": {
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"type": "doc",
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"id": "tools/bolt-python/concepts/ai-apps"
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},
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"items": [
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"tools/bolt-python/concepts/ai-apps",
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"tools/bolt-python/concepts/assistant-class"
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]
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},
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"tools/bolt-python/concepts/ai-apps",
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{
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"type": "category",

‎docs/english/concepts/ai-apps.md‎

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# Creating agents with Bolt
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The Slack platform offers features tailored for AI agents. Your agent can utilize features applicable to messages throughout Slack, like [chat streaming](#text-streaming) and [feedback buttons](#adding-and-handling-feedback). They can also [utilize the `Assistant` class](/bolt-python/concepts/assistant-class) for a side-panel view designed with AI in mind,
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::tip[Check out the Support Agent sample app]
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The code snippets throughout this guide are from our [Support Agent sample app](https://github.com/slack-samples/bolt-python-support-agent), Casey, which supports integration with Pydantic, Anthropic, and OpenAI. View our [agent quickstart](/ai/agent-quickstart) to get up and running with Casey. Otherwise, read on for exploration and explanation of agent-focused Bolt features found within Casey.
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:::
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The Slack platform offers features tailored for AI agents. Your agent can utilize features applicable to messages throughout Slack, like [chat streaming](#text-streaming) and [feedback buttons](#adding-and-handling-feedback). They can also [utilize the `Assistant` class](/tools/bolt-python/concepts/assistant-class) for a side-panel view designed with AI in mind.
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If you're unfamiliar with using these feature within Slack, you may want to read the [API docs on the subject](/ai/). Then come back here to implement them with Bolt!
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Agents can be invoked throughout Slack, such as @mentions in channels, messages to the app, and using the assistant side panel.
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<Tabs>
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<TabItem value="appmention" label = "app_mention">
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<TabItem value="appmention" label = "App mention">
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```python
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import re
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<TabItem value="assistant" label = "Assistant thread">
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:::tip[Using the Assistant side panel]
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The Assistant side panel requires additional setup. See the [Assistant class guide](/bolt-python/concepts/assistant-class).
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The Assistant side panel requires additional setup. See the [Assistant class guide](/tools/bolt-python/concepts/assistant-class).
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:::
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If neither a `channel_id` or `thread_ts` can be sourced, then the utility will be `None`.
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You can see how our [Support Agent](https://github.com/slack-samples/bolt-python-support-agent) sample app uses `say_stream` when responding to DMs below.
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```python
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from slack_bolt import SayStream
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‎docs/english/concepts/assistant-class.md‎

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If you don't have a paid workspace for development, you can join the [Developer Program](https://api.slack.com/developer-program) and provision a sandbox with access to all Slack features for free.
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:::
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The [`Assistant`](/tools/bolt-js/reference#the-assistantconfig-configuration-object) class can be used to handle the incoming events expected from a user interacting with an app in Slack that has the Agents & AI Apps feature enabled.
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The `Assistant` class can be used to handle the incoming events expected from a user interacting with an app in Slack that has the Agents & AI Apps feature enabled.
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A typical flow would look like:
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...
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```
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See the [_Adding and handling feedback_](#adding-and-handling-feedback) section for adding feedback buttons with Block Kit.
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See the [_Creating agents: adding and handling feedback_](/tools/bolt-python/concepts/ai-apps#adding-and-handling-feedback) section for adding feedback buttons with Block Kit.
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Want to see the functionality described throughout this guide in action? We've created a [App Agent Template](https://github.com/slack-samples/bolt-python-assistant-template) repo for you to build off of.

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