This is a continuation to the previous article on generating MongoDB Queries using OpenAI Chat Completion API . In this article, we will look at how to construct MongoDB Queries using OpenAI Assistants API given an input and an expected output. In this article, we will cover the following: Create an assistant using Assistants API and use it to generate MongoDB queries. Use custom function tool to format the output in JSON format. ...
I’m a big fan of mongoplayground.net as it is one of the most useful and widely used tools for swiftly testing various MongoDB queries while working on a problem. Although this tool is really handy and convenient to use, I have always wondered if there is a way to automatically generate the query for a given input and an expected output, rather than having to manually construct these queries. Thanks to Generative AI tools, this is now possible! ...
It is always best practice to use virtual environments while working on Python projects. This article lists the steps to run Jupyter Notebook within a virtual environment. In a nutshell, these are the steps required to run Jupyter Notebook in a virtual environment. Install Jupyter Create a virtual environment and activate it Install ipykernel package Install a new Jupyter Kernel Run Jupyter Notebook Change the Kernel in Jupyter Notebook to the one we installed in the virtual environment in Step 4 ...