Code & Development · GitHub ·45 ★

generative-ai-toolkit

The Generative AI Toolkit is a lightweight library for building, testing and evaluating AI agents in Python, using any of the LLMs supported by the Amazon Bedrock Converse API.

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Details

Author
awslabs
Category
Code & Development
Platform
GitHub
Framework
custom
Language
python
Stars
45
First indexed
2026-05-15
Last active
2025-11-12
Directory sync
2026-05-15
@awslabs

Overview

The Generative AI Toolkit is a lightweight library for building, testing and evaluating AI agents in Python, using any of the LLMs supported by the Amazon Bedrock Converse API.

Quick start

git

git clone https://github.com/awslabs/generative-ai-toolkit

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What generative-ai-toolkit can do

llmapitesttoolkit
  • Llm — llm task automation.
  • Api — api task automation.
  • Test — test task automation.
  • Toolkit — toolkit task automation.

Frequently asked questions

What is generative-ai-toolkit?
The Generative AI Toolkit is a lightweight library for building, testing and evaluating AI agents in Python, using any of the LLMs supported by the Amazon Bedrock Converse API.
How do I install generative-ai-toolkit?
Use git: `git clone https://github.com/awslabs/generative-ai-toolkit`. Full setup details on the source page linked above.
Is generative-ai-toolkit open source?
generative-ai-toolkit is published on GitHub.
What are alternatives to generative-ai-toolkit?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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