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API StatusChangelog
Semantic Kernel

Semantic Kernel

#7in Agent Platforms
Stacks7Discussions0
Followers4
OverviewDiscussions

What is Semantic Kernel?

It is an SDK that integrates Large Language Models (LLMs) like OpenAI, Azure OpenAI, and Hugging Face with conventional programming languages like C#, Python, and Java. It achieves this by allowing you to define plugins that can be chained together in just a few lines of code.

Semantic Kernel is a tool in the Agent Platforms category of a tech stack.

Key Features

SDK that integrates LLMs with conventional programming languagesHas the ability to automatically orchestrate plugins with AIHighly extensible

Semantic Kernel Pros & Cons

Pros of Semantic Kernel

No pros listed yet.

Cons of Semantic Kernel

No cons listed yet.

Semantic Kernel Alternatives & Comparisons

What are some alternatives to Semantic Kernel?

LangChain

LangChain

It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.

Vercel AI SDK

Vercel AI SDK

It is an open-source library designed to help developers build conversational streaming user interfaces in JavaScript and TypeScript. The SDK supports React/Next.js, Svelte/SvelteKit, and Vue/Nuxt as well as Node.js, Serverless, and the Edge Runtime.

Hugging Face

Hugging Face

Build, train, and deploy state of the art models powered by the reference open source in machine learning.

Ollama

Ollama

It allows you to run open-source large language models, such as Llama 2, locally.

LlamaIndex

LlamaIndex

It is a project that provides a central interface to connect your LLMs with external data. It offers you a comprehensive toolset trading off cost and performance.

LLM

LLM

It is a Rust ecosystem of libraries for running inference on large language models, inspired by llama.cpp. On top of llm, there is a CLI application, llm-cli, which provides a convenient interface for running inference on supported models.

Semantic Kernel Integrations

Python, C#, Hugging Face, Java, OpenAI are some of the popular tools that integrate with Semantic Kernel. Here's a list of all 5 tools that integrate with Semantic Kernel.

Python
Python
C#
C#
Hugging Face
Hugging Face
Java
Java
OpenAI
OpenAI

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