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AWS Bedrock enables programmatic tool calling for LLMs

Amazon Bedrock now supports programmatic tool calling (PTC), a new method for large language models to interact with external tools. PTC allows models to generate code that invokes multiple tools simultaneously within a sandboxed environment, significantly reducing latency and token consumption compared to traditional sequential tool calls. This approach is particularly beneficial for complex data processing and multi-step operations, with AWS offering three implementation methods on Bedrock. AI

IMPACT Enhances LLM efficiency for complex tasks by enabling parallel tool execution and reducing token usage.

RANK_REASON Product update for an existing AI platform.

Read on AWS Machine Learning Blog →

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AWS Bedrock enables programmatic tool calling for LLMs

COVERAGE [1]

  1. AWS Machine Learning Blog TIER_1 English(EN) · Shreyas Subramanian ·

    Implementing programmatic tool calling on Amazon Bedrock

    In this post, we show three ways to implement Programmatic tool calling (PTC) on Amazon Bedrock: a self-hosted Docker sandbox on ECS for maximum control, a managed solution using Amazon Bedrock AgentCore Code Interpreter, and an Anthropic SDK-compatible path through a proxy for t…