From the course: AI Agents for Product Leaders
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Testing and quality assurance for AI agents
From the course: AI Agents for Product Leaders
Testing and quality assurance for AI agents
- Being familiar with industry-recognized frameworks can greatly aid in developing AI agents. LangChain is a framework for developing applications powered by language models, offering features like prompt management and agent simulation. Google Vertex AI is a unified platform for building, deploying, and scaling machine learning models known for its seamless integration with Google Cloud and AutoML capabilities. Crew AI is a framework for orchestrating role-playing autonomous AI agents ideal for multi-agent systems and collaborative problem-solving. Microsoft Semantic Kernel integrates large language models with conventional programming languages, providing skill libraries and semantic functions. You will never be expected or get asked to use these frameworks yourself. However, knowing of them will help you make better decisions when it comes to trade-offs, and also feel more confident about the technical side of things.
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