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Overview of using DSPy for automated prompt creation and tuning, Prolog-style reasoning to improve GPT-3.5 accuracy on GSM8K, and guidance on when to use various prompting techniques, with metrics and open-source workflows.

dspy prolog-style reasoning gpt-3.5 gsm8k
Muhammad Ahsan Ayaz – Google Developers Expert (GDE Angular) @ Google

Live, end-to-end demonstration of Firebase Studio and Gemini Code Assist, taking an idea from a natural language prompt to a production-ready application. Includes collaboration on features and architecture, full-stack code generation, deployment, and a live URL.

firebase studio gemini code assist prompt engineering
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