Update README (#127)
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README.md
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README.md
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@ -106,79 +106,141 @@ I starred the ArcadeAI/arcade-ai repo on Github for you!
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You can use Ctrl-C to exit the chat at any time.
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### Arcade Engine APIs
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## Arcade Cloud
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- **`/auth`**: Generic OAuth 2.0 flow for authorizing agents across many services
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- **`/tools`**: Manage, authorize, and execute tools. Tool-calling where the tools are **actually called**
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- **`/chat`**: An OpenAI-compatible LLM API that enables tool execution with new `tool_choice` options:
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1. `tool_choice='execute'`: Return the predicted tool call's output as content in the response
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2. `tool_choice='generate'`: Generate a response informed by predicted tool call(s) execution.
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Arcade Cloud is a hosted version of the Arcade AI engine that hosts a number of prebuilt toolkits for interacting with a variety of services.
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See the full API spec [here](https://reference.arcade-ai.com).
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### Prebuilt Toolkits
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### Arcade Cloud Engine
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Arcade AI offers a number of prebuilt toolkits that can be used by agents to interact with a variety of services.
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<img src="https://docs.arcade-ai.com/images/icons/github.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/gmail.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/google_calendar.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/google_docs.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/google_drive.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/serpapi.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/slack.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/web.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/twitter.png" alt="" width="30" height="30" style="vertical-align: top;" />
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<br><br>
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Arcade AI offers a number of prebuilt toolkits that can be used to interact with a variety of services.
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<table>
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<thead>
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<tr>
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<th style="text-align: center;">Service</th>
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<th style="text-align: center;">Auth Type</th>
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<th style="text-align: center;">Toolkit</th>
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<th style="text-align: center;">Documentation</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/github.png" alt="GitHub" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/github">Github</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/github">GitHub Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/gmail.png" alt="Gmail" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/google/arcade_google/tools/gmail">Google</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/gmail">Gmail Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/google_calendar.png" alt="Google Calendar" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/google/arcade_google/tools/calendar">Google</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/google/calendar">Google Calendar Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/google_docs.png" alt="Google Docs" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/google/arcade_google/tools/docs">Google</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/google/docs">Google Docs Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/google_drive.png" alt="Google Drive" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/google/arcade_google/tools/drive">Google</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/google/drive">Google Drive Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/serpapi.png" alt="Search" width="30" /></td>
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<td style="text-align: center;">API Key</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/search">Search</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/search">Search Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/slack.png" alt="Slack" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/slack">Slack</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/slack">Slack Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/web.png" alt="Web" width="30" /></td>
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<td style="text-align: center;">API Key</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/web">Web</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/web">Web Toolkit Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/twitter.png" alt="Twitter" width="30" /></td>
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<td style="text-align: center;">OAuth</td>
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<td style="text-align: center;"><a href="https://github.com/ArcadeAI/arcade-ai/tree/main/toolkits/x">X</a></td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/toolkits/X">X Toolkit Docs</a></td>
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</tr>
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</tbody>
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</table>
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#### Calling tools directly
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<br>
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```python
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from arcadepy import Arcade
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### Supported Auth Providers
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client = Arcade()
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USER_ID = "you@example.com"
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TOOL_NAME = "Github.SetStarred"
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# Perform User Authorization
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auth_response = client.tools.authorize(
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tool_name=TOOL_NAME,
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user_id=USER_ID,
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)
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if auth_response.status != "completed":
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print(f"Click this link to authorize: {auth_response.auth_url}")
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input("After you have authorized, press Enter to continue...")
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# Run the tool
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inputs = {"owner": "ArcadeAI", "name": "Hello-World", "starred": True}
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response = client.tools.run(
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tool_name=TOOL_NAME,
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inputs=inputs,
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user_id=USER_ID,
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)
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print(response)
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```
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#### Calling tools with the LLM API
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```python
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import os
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from openai import OpenAI
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USER_ID = "you@example.com"
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PROMPT = "Star the ArcadeAI/arcade-ai repository."
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TOOL_NAME = "Github.SetStarred"
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# Use "generate" to have the LLM generate a response after the tool executes. Use 'execute' to get the tool's output directly.
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TOOL_CHOICE = "generate"
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client = OpenAI(
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base_url="https://api.arcade-ai.com",
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api_key=os.environ.get("ARCADE_API_KEY"))
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response = client.chat.completions.create(
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messages=[
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{"role": "user", "content": PROMPT},
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],
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model="gpt-4o-mini",
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user=USER_ID,
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tools=[TOOL_NAME],
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tool_choice=TOOL_CHOICE,
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)
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print(response.choices[0].message.content)
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```
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<table>
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<thead>
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<tr>
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<th style="text-align: center;">Provider</th>
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<th style="text-align: center;">Name</th>
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<th style="text-align: center;">Documentation</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/github.png" alt="GitHub" width="30" /></td>
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<td style="text-align: center;">github</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/github">GitHub Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/google.png" alt="Google" width="30" /></td>
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<td style="text-align: center;">google</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/google">Google Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/linkedin.png" alt="LinkedIn" width="30" /></td>
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<td style="text-align: center;">linkedin</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/linkedin">LinkedIn Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/msft.png" alt="Microsoft" width="30" /></td>
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<td style="text-align: center;">microsoft</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/microsoft">Microsoft Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/slack.png" alt="Slack" width="30" /></td>
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<td style="text-align: center;">slack</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/slack">Slack Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/spotify.png" alt="Spotify" width="30" /></td>
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<td style="text-align: center;">spotify</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/spotify">Spotify Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/twitter.png" alt="X" width="30" /></td>
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<td style="text-align: center;">x</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/X">X Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/zoom.png" alt="Zoom" width="30" /></td>
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<td style="text-align: center;">zoom</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/zoom">Zoom Auth Docs</a></td>
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</tr>
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<tr>
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<td style="text-align: center;"><img src="https://docs.arcade-ai.com/images/icons/oauth2.png" alt="OAuth 2.0" width="30" /></td>
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<td style="text-align: center;">oauth2</td>
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<td style="text-align: center;"><a href="https://docs.arcade-ai.com/integrations/auth/oauth-2.0">Generic OAuth2 Auth Docs</a></td>
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</tr>
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</tbody>
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</table>
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### Building Your Own Tools
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@ -190,17 +252,6 @@ Arcade AI enables you to evaluate your custom tools to ensure they function corr
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Learn how to evaluate your tools by following our [evaluating tools guide](https://docs.arcade-ai.com/home/evaluate-tools/create-an-evaluation-suite).
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### Auth
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<img src="https://docs.arcade-ai.com/images/icons/github.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/google.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/linkedin.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/msft.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/slack.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/spotify.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/twitter.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/zoom.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/oauth2.png" alt="" width="30" height="30" style="vertical-align: top;" />
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<br><br>
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Learn how to use Arcade AI to obtain user authorization for accessing third-party services in our [authorizing agents with Arcade AI guide](https://docs.arcade-ai.com/home/get-a-token-for-a-user).
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Learn how to use Arcade AI's auth providers to enable tools and agents to call other services on behalf of users in our [tools with auth guide](https://docs.arcade-ai.com/home/build-tools/create-a-tool-with-auth).
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To see all available auth providers, refer to the [auth providers documentation](https://docs.arcade-ai.com/integrations).
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### Models
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<img src="https://docs.arcade-ai.com/images/icons/openai.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/anthropic.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/ollama.png" alt="" width="30" height="30" style="vertical-align: top;" /><img src="https://docs.arcade-ai.com/images/icons/groq.png" alt="" width="30" height="30" style="vertical-align: top;" />
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@ -1,6 +1,6 @@
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[tool.poetry]
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name = "langchain-arcade"
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version = "0.1.1"
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version = "0.1.2"
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description = "An integration package connecting Arcade AI and LangChain/LangGraph"
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authors = ["Arcade AI <dev@arcade-ai.com>"]
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readme = "README.md"
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