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Merge pull request #737 from orlando21/patch-23
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blog: reduce amount of spacing between subheading and body text
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willbakst authored Dec 17, 2024
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Expand Up @@ -30,7 +30,7 @@ In fact, **trying to write out that logic in text would be even more complicated

Below, we outline how we arrived at this truth, and how the solution we’ve developed (a Python-based LLM development library) helps developers manage prompts in the codebase easily and efficiently, making, in our experience, LLM app development faster and more enjoyable.

## **Our Frustrations with Developer Tools for Prompt Engineering**
## Our Frustrations with Developer Tools for Prompt Engineering

Our view on prompting started as we were using an early version of the OpenAI SDK to build out interpretable machine learning tools at a previous company. This was the standard OpenAI API for accessing GPT model functionalities.

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All this led us to rethink how prompts should be managed to make developers’ lives easier. In the end, these frustrations boiled over into us wanting to build our own library that approached LLM development in a developer-first way to make LLM app development faster and more enjoyable. This ultimately became [Mirascope](https://github.com/mirascope/mirascope).

## **How Mirascope Makes Prompt Engineering Intuitive and Scalable**
## How Mirascope Makes Prompt Engineering Intuitive and Scalable

For us, prompt engineering boils down to the relationship between the prompt and the API call. Mirascope represents what we feel is a best-in-class approach for generating that prompt, taking the LLM response, and tracking all aspects of that flow.

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