docoreai

DoCoreAI – AI Prompt Optimization for Developers [Fine-Tune-Free LLM Optimization Engine]

✅ Optimize LLM Responses • Reduce Token Waste • Improve AI Output Quality

🎯 Who It’s For

• AI Developers & Prompt Engineers: Automate tuning, get feedback instantly.
• Product Builders & SaaS Founders: Cut LLM costs without performance loss.
• Managers & Analysts: Get insights from usage, bloat, and savings reports.

🔧 Developer Quick Start

pip install docoreai
docoreai test

Or use in Python:

from docore_ai import intelligence_profiler

result = intelligence_profiler(
    "Summarize our roadmap milestones",
    role="Product Manager"
)
print(result)

✅ Output:

• Optimized LLM prompt
• Intelligence parameters (reasoning, creativity, precision)

✅ Works with: OpenAI, Groq
Coming soon: Claude, LLaMA

📊 A few of What You Get are...

📊 Developer Time Saved

📉 Cost Savings

🧱 Bloat Score / Wasted Tokens

✅ Features

• No Fine-Tuning Needed – smarter prompts out of the box
• LLM Cost Reduction SaaS Ready – cut tokens, save money
• Prompt Analytics for Developers – track, compare, and improve
• Works with LangChain, FastAPI, Flask, and RAG pipelines

🖥️ CLI Command Reference

docoreai start        # Launch the engine
docoreai test         # Run a test prompt
docoreai show         # Open the local prompt viewer
docoreai dash         # Open dashboard in browser

View insights at: https://docoreai.com/dashboard

⚙️ .env Configuration

OPENAI_API_KEY=
GROQ_API_KEY=
MODEL_PROVIDER=openai
MODEL_NAME=gpt-3.5-turbo
DOCOREAI_TOKEN=
DOCOREAI_API_URL=https://docoreai.com
ALLOW_SYSTEM_MESSAGE_INJECTION=true

📘 Learn More

• 🌐 Official Website
• 🐙 GitHub Repo
• 📊 DoCoreAI Pulse Benchmarks
• 📝 Blog: 25 Days of DoCoreAI

✅ Quick Start Checklist

• Install with pip
• Create a .env file with your API + DoCoreAI token
• Run docoreai test or start
• View usage at DoCoreAI Dashboard

🤝 Join the Community

• ⭐ Star us on GitHub
• 💬 Join GitHub Discussions
• 🧪 Submit benchmark results or improvements

📜 License

Licensed under CC BY-NC-ND 4.0
Contact: [e-mail] for business or custom licensing.

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