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feat: added python sdk introduction

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Harsh Jha
2025-12-12 12:26:02 +05:30
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docs/en/sdks/python-sdk/_index.md
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@@ -22,4 +22,34 @@ These Python SDKs act as clients for that service. They handle the communication
By using these SDKs, you can easily leverage your Toolbox-managed tools directly
within your Python applications or AI orchestration frameworks.
## Which Package Should I Use?
Choosing the right package depends on how you are building your application:
* [`toolbox-langchain`](https://github.com/googleapis/mcp-toolbox-sdk-python/tree/main/packages/toolbox-langchain):
Use this package if you are building your application using the LangChain or
LangGraph frameworks. It provides tools that are directly compatible with the
LangChain ecosystem (`BaseTool` interface), simplifying integration.
* [`toolbox-llamaindex`](https://github.com/googleapis/mcp-toolbox-sdk-python/tree/main/packages/toolbox-llamaindex):
Use this package if you are building your application using the LlamaIndex framework.
It provides tools that are directly compatible with the
LlamaIndex ecosystem (`BaseTool` interface), simplifying integration.
* [`toolbox-core`](core):
Use this package if you are not using LangChain/LangGraph or any other
orchestration framework, or if you need a framework-agnostic way to interact
with Toolbox tools (e.g., for custom orchestration logic or direct use in
Python scripts).
## Available Packages
This repository hosts the following Python packages. See the package-specific
README for detailed installation and usage instructions:
| Package | Target Use Case | Integration | Path | Details (README) | PyPI Status |
| :------ | :---------- | :---------- | :---------------------- | :---------- | :---------
| `toolbox-core` | Framework-agnostic / Custom applications | Use directly / Custom | `packages/toolbox-core/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-core/README.md) | ![pypi version](https://img.shields.io/pypi/v/toolbox-core.svg) |
| `toolbox-langchain` | LangChain / LangGraph applications | LangChain / LangGraph | `packages/toolbox-langchain/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-langchain/README.md) | ![pypi version](https://img.shields.io/pypi/v/toolbox-langchain.svg) |
| `toolbox-llamaindex` | LlamaIndex applications | LlamaIndex | `packages/toolbox-llamaindex/` | 📄 [View README](https://github.com/googleapis/mcp-toolbox-sdk-python/blob/main/packages/toolbox-llamaindex/README.md) | ![pypi version](https://img.shields.io/pypi/v/toolbox-llamaindex.svg) |
[Github](https://github.com/googleapis/mcp-toolbox-sdk-python)