DEV Community

Cover image for πŸš€ DoCoreAI Is Now MIT Licensed β€” Join the Mission to Optimize AI Prompts Dynamically
Saji John Miranda
Saji John Miranda

Posted on

πŸš€ DoCoreAI Is Now MIT Licensed β€” Join the Mission to Optimize AI Prompts Dynamically

Hey devs πŸ‘‹

After 30 incredible days of growth β€” 8,000+ downloads, 31 GitHub stars, and feedback from around the globe β€” I'm thrilled to announce something important for the community:

DoCoreAI is now MIT Licensed πŸŽ‰
(Goodbye CC-BY-NC-4.0, Hello open contribution freedom!)

πŸ” What is DoCoreAI?

DoCoreAI (Dynamic Optimization & Contextual Response Engine) is a lightweight Python package that tackles a subtle but critical challenge in LLM usage:

🌑️ Prompt temperature tuning.

You’ve probably seen this before:

response = openai.ChatCompletion.create(
  prompt="Explain relativity to a child",
  temperature=0.7
)

Enter fullscreen mode Exit fullscreen mode

That temperature value? It decides the creativity of the AI response β€” but most of us are just guessing.

DoCoreAI changes that.
It calculates the optimal temperature based on your prompt’s intent β€” analyzing parameters like:

πŸ€” Reasoning
🎨 Creativity
🎯 Precision

All without fine-tuning.
All from the prompt itself.

πŸ§ͺ Example

from DoCoreAI import intelligence_profiler

params = intelligence_profiler("Write a fun poem about gravity", return_params=True)

# Output: {'reasoning': 3.2, 'creativity': 4.7, 'precision': 2.1, 'temperature': 0.84}
Enter fullscreen mode Exit fullscreen mode

Now that’s smarter prompt engineering!

πŸ’‘ Why the License Change?

Moving to the MIT License was a deliberate decision.

It means:

βœ… No commercial restrictions
🀝 Easier collaboration and forking
🌍 Aligning with the open-source spirit

Whether you're building internal tools, LLM wrappers, or AI agents β€” you're welcome to use, remix, and build on top of DoCoreAI.

🌟 Join the Dev Mission

πŸ“¦ Install:

pip install docoreai

Enter fullscreen mode Exit fullscreen mode

πŸ’» GitHub:
πŸ‘‰ https://github.com/SajiJohnMiranda/DoCoreAI

πŸ”§ Explore, star ⭐️ the repo, raise issues, or contribute your ideas. Whether it’s performance tweaks, new metrics, or creative plugins β€” let’s push the limits of contextual optimization together.

Let’s stop guessing AI parameters β€”
and start letting them intelligently adapt.

Top comments (0)