https://www.deeplearning.ai/short-courses/building-your-own-database-agent 在 **Building Your Own Database Agent** 课程中,您将开发一种可以使用自然语言与数据库交互的 AI 代理,简化查询和提取见解的过程。该课程由微软联合创建,由微软数据和 AI 专家 Adrian Gonzalez Sanchez 教授。该课程旨在面向开发人员...
课程将涵盖如何部署 LLMs 构建 AI 代理,实现与表格数据的机器人控制(RAC),开发数据库代理,构建函数调用系统,以及集成 Azure OpenAI Assistance API。 通过Azure OpenAI Service 和 Lang Chain,学习者将了解如何使用这些概念。 数据库代理代表了数据分析的新方向,使得用户可以不需要学习 SQL 等查询语言,通过 LLM 与数...
You have several options, from training your own model to using an existing one through APIs. [Image created with Firefly/Adobe] Large language models are the foundation for today's groundbreaking AI applications. Instead of training an LLM on a massive dataset, save time by using an existing ...
How can you foster the right culture, one of experimentation? How should you use emerging LLM applications to build your own LLM application? Which is more critical: process or tooling? As an AI language model, I do not have opinions and so cannot tell you whether the introduction you provi...
To build an LLM agent, you need the following tools: Retrieval-augmented generation (RAG) pipeline:You can’t solve the talk-to-your-data problem withoutRAG. So, one of the tools that you need is a RAG pipeline. For more information about how to build a production-grade RAG pipeline, ...
Building your own copilot – yes, but how? (Part 2 of 2) With the termcopilotwe refer to a virtual assistant solution hosted in the Cloud, using an LLM as a chat engine, which is fed with business data and custom prompts and eventually integrated with 3rdpart...
llm=llm, toolkit=toolkit, verbose=True, agent_type=AgentType.ZERO_SHOT_REACT_DESCRIPTION, ) Start chatting with your data To start chatting with our Azure SQL DB, we can directly input our question into the agent we previously initialized. Let’s start with something simple: ...
Building from source is the ultimately solution for transparency, control and, assuming the right cybersecurity controls are in place which is down to the corporate implementing it, privacy. The corporate takes and open source model, complies and ...
For all top placers, we will be verifying that the code you submitted via the form before the closing of the competition does indeed yield your final submission csv.The old leaderboard of the submitted solutions can be found here.About LLM-Merging: Building LLMs Efficiently through Merging ...
For all top placers, we will be verifying that the code you submitted via the form before the closing of the competition does indeed yield your final submission csv.The old leaderboard of the submitted solutions can be found here.About LLM-Merging: Building LLMs Efficiently through Merging ...