Semantic Kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
AI agent builder Technology AI Agents frameworklearn.microsoft.com/en-us/semantic-kernel/overview/
About:
Semantic Kernel is a lightweight, open-source development kit that lets you easily build AI agents and integrate the latest AI models into your C#, Python, or Java codebase. Semantic Kernel achieves this by allowing you to define plugins that can be chained together in just a few lines of code.
Ref: https://github.com/microsoft/semantic-kernel
Features:
Semantic Kernel is a lightweight, open-source development kit that lets you easily build AI agents and integrate the latest AI models into your C#, Python, or Java codebase. Semantic Kernel achieves this by allowing you to define plugins that can be chained together in just a few lines of code.
Features:
- A structured framework for building and managing AI agents
- Seamless integration with LLMs like OpenAI, Azure OpenAI, and Hugging Face.
- Developers can extend agent functionality by creating custom plugins.
- Provides APIs and tools that simplify the process of building and deploying AI agents.
- Task planning and memory management of AI agents
- Tools for monitoring agent behavior and debugging issues.
Use cases:
- Chatbots, virtual assistants
- Workflow optimization
- Data analysis and insights
- Content creation and generation
- Education & training
- Research and development