Auto-generate MongoDB Queries with OpenAI Assistants API

Wed, 31 Jan 2024 00:00:00 +0000

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.

Mastering MongoDB Queries with OpenAI: A Guide to Generating Queries for Desired Outputs

Mon, 08 Jan 2024 00:00:00 +0000

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!

Aggregation-Pipeline on Selvam Subbiah

Auto-generate MongoDB Queries with OpenAI Assistants API

Mastering MongoDB Queries with OpenAI: A Guide to Generating Queries for Desired Outputs