Toolbox LlamaIndex SDK
Integrates the Gen AI Toolbox functionalities into LlamaIndex LLM applications for advanced orchestration and GenAI model interaction.
概要
This SDK bridges the gap between the Gen AI Toolbox and LlamaIndex, enabling developers to seamlessly incorporate the Toolbox's functionalities into their LlamaIndex applications. It facilitates advanced orchestration and interaction with GenAI models, offering features for loading toolsets, executing tools manually, managing authentication, and binding parameter values. The SDK supports both synchronous and asynchronous usage, allowing for flexible integration into various LLM workflows.
主な機能
- Integrate Toolbox tools into LlamaIndex agents for dynamic tool selection.
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- Bind parameter values to tools for protecting sensitive information and enforcing consistency.
- Load toolsets and individual tools from the Gen AI Toolbox.
- Authenticate tools using OIDC with ID tokens for secure access.
- Execute tools manually for testing and precise control.
ユースケース
- Building LLM-powered agents that can interact with databases using natural language.
- Creating applications that require secure access to sensitive data through authenticated tools.
- Developing workflows that benefit from pre-filling known data or enforcing specific parameter values.
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