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22 lut 2024 · In this tutorial, we will learn how to chat with a MySQL (or SQLite) database using Python and LangChain. We will use the LangChain wrapper of sqlalchemy to interact with the database. We will also use the langchain package to create a custom chain that will allow us to chat with the database using natural language.
Tutorials. Build a Question/Answering system over SQL data. Prerequisites. This guide assumes familiarity with the following concepts: Chaining runnables. Chat models. Tools. Agents. Enabling a LLM system to query structured data can be qualitatively different from unstructured text data.
28 wrz 2023 · In this article, I will show you how we can use LangChain Agent and Azure OpenAI gpt-35-turbo model to query your SQL database using natural language (without writing any SQL at all!) and get useful data insights.
9 maj 2023 · With LangChain, you can easily converse with your database and obtain precise responses in real-time, just as if you were talking to a close friend. In this tutorial, we will be connecting to PostgreSQL database and initiating a conversation with it using Langchain without querying the database through SQL.
8 lip 2024 · In this guide, we’ll walk through the process of creating a chatbot using Langchain and OpenAI. We’ll cover everything from setting up the development environment to deploying your chatbot.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
1 sie 2023 · In this story we are going to explore how you can create a simple chatbot that can help business analysts and data engineers to understand the data in a SQL database and also its structure.
