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SuperSonic is the next-generation AI+BI platform that unifies Chat BI (powered by LLM) and Headless BI (powered by semantic layer) paradigms. - tencentmusic/supersonic
在使用 SemanticKernel 时,我着迷于 SemanticKernel 强大的 plan 能力,通过 plan 功能可以让 AI 自动调度拼装多个模块实现复杂的功能。我特别好奇 SemanticKernel 里的 planner 的原理,好奇底层具体是如何实现的。好在 SemanticKernel 是完全开源的,通过阅读源代码,我理解了 SemanticKernel 的工作机制,接下来我将和大家...
看看这个项目https://github.com/Jenscaasen/UniversalLLMFunctionCaller。通过提示模板,它尝试模仿本机函数调用。我尝试了ollama 和 phi3 mini、llama3,效果很好。 我也去尝试使用这个项目: 简介的翻译如下: 一个集成到语义内核中的计划器,可以在所有基于LLMs聊天(Mistral、Bard、Claude、LLama 等)上实现函数调用。
使用C#构建一个同时问多个LLM并总结的小工具05-08 收起 前言 本文通过Codeblaze.SemanticKernel这个项目,学习如何实现ITextEmbeddingGenerationService接口,接入本地嵌入模型。 项目地址:https://github.com/BLaZeKiLL/Codeblaze.SemanticKernel 实践 SemanticKernel初看以为只支持OpenAI的各种模型,但其实也提供了强大的抽象...
In order to abide by the context window of theLLM, we usually break text into smaller parts / pieces which is called chunking. 为了遵守 LLM 的上下文窗口,我们通常将文本分成更小的部分/片段,这称为分块。 What is RAG? 什么是RAG? LLMs, although capable of generating text that is both meaning...
Functions are a key component of Semantic Kernel. As an AI Orchestrator, Semantic Kernel coordinates function execution together with Large Language Model (LLM) inference to allow the model return better responses or take action. Semantic Kernel groups related functions as plugins and provides capabilit...
The Semantic Kernel Agent Framework revolutionizes how developers can interact with Large Language Models (LLMs) by embedding dynamic, multi-step agents into their applications. By combining the power of LLMs with structured programming, the framework allows developers to build intelligent systems that ...
Key building blocks of a semantic caching layer: LLM Wrappersare used to add integration and ability to support different LLMs (Llama, OpenAI, etc.,).Generate Embeddingshelps generating embedding representation for user queries. The generated embeddings are typically persisted in the v...
tools, in other more complex scenarios, the AI orchestrator come in and make the process easier.At the center ofLLMapplicationsis the AI orchestration layer that allows developers to build their own Copilot experiences, and in this layer, developer tools come into play to simplify your...