Artificial intelligence continues to dominate the world of technology, and over in Brazil, the Meistrari team desires to help developers conquer it.

Meistrari offers solutions for firms constructing products based on other large language models. Rodrigo Bobrow and Henrique Cunha began the corporate in 2023 after seeing how difficult it was to construct AI orchestration, specifically prompt engineering.

Rodrigo Bobrow, co-founder of Meistrari. Image Credits: Meistrari

They began with a product called Perfect Profile that was AI which once you connected your LinkedIn to it, it rewrites your profile to be more optimized for search. While doing that, there have been applications to assist develop the front end and back end in a matter of days. Nevertheless, when it got here to the AI orchestration, it took weeks because they couldn’t find an answer for straightforward development, Bobrow recalls.

So he and Cunha got down to develop a comprehensive, automated system for prompt creation and output evaluation. Prompt is the instruction given to a different LLM, which defines the standard of the output, Bobrow explained.

The platform requires no programming knowledge and provides quality control for all applications that employ language models, like ChatGPT, Claude and Cohere. This includes all the things related to prompt management, system testing, quality result evaluation and system monitoring in production.

“We’ve three primary experiences: One is having the ability to craft a terrific prompt. The second is the testing suite where we’ll create 100 test cases for every of your brands so that you’ll have the opportunity to see how well your prompt is performing in real-life situations. The third is an evaluation system which means that you can configure several evaluators to evaluate something inside your output,” Bobrow said.

For instance, you may give a prompt to put in writing something funny within the kind of a certain person, and Meistrari will run it through the evaluator and provides it an output rating that can show you whether it is something you need to move forward with.

Meistrari launched its proof of concept, called “Prompts Royale,” on GitHub in 2023. This attracted attention from notable market executives, including the founders of Shopify, Cohere and OtherSideAI, Bobrow told TechCrunch.

Henrique Cunha, co-founder at Meistrari. Image Credits: Meistrari

The truth is, Shopify co-founder Tobi Lütke specifically sent Meistrari a message requesting a security feature in order that Shopify could use it. This led to receiving over 100 GitHub stars on the primary day. And for several investors to succeed in out.

Though the corporate is within the early stages — lower than five months into its technology development, to be exact — Monashees and Audacious Ventures co-led a $4 million seed capital round and were joined by a bunch of angel investors, including Oleg Rogynskyy of People AI, Paul St. John, former CRO of GitHub, and Hugh Strange, former CPO of Nubank.

Much of the brand new capital will likely be deployed into constructing a team so it will possibly proceed to develop AI infrastructure, Bobrow said. He expects to release a minimum viable product in the subsequent two months or so.

“Considered one of our guiding principles is to be a development environment for natural language,” Cunha said in an interview. “We’re seeing increasingly of code bases being composed of English as a substitute of official language for instructions. At the identical time, we see numerous firms and engineering teams, coding the prompts into the code base. We wish to assist them have an actual integrated development environment for natural language itself.”