Скачать или смотреть MLflow Prompt Optimization Demo

🚀 Transform Your GenAI Applications with MLflow's Prompt Optimization

𝗦𝘁𝗼𝗽 𝗴𝘂𝗲𝘀𝘀𝗶𝗻𝗴, 𝘀𝘁𝗮𝗿𝘁 𝗼𝗽𝘁𝗶𝗺𝗶𝘇𝗶𝗻𝗴!
Building GenAI applications shouldn't feel like shooting in the dark. With MLflow's new prompt optimization capabilities, you can now transform prompt engineering from an art into a science.

𝗪𝗵𝘆 𝘂𝘀𝗲 𝗠𝗟𝗳𝗹𝗼𝘄 𝗣𝗿𝗼𝗺𝗽𝘁 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻?
🔄 Automated Improvement: Leverage DSPy's MIPROv2 algorithm to automatically enhance your prompts
📊 Data-Driven Decisions: No more manual testing. Get a systematic evaluation with real data and evaluation metrics
🏗️ Production-Ready: MLflow Prompt Registry has built-in version control, lineage tracking, and Unity Catalog integration

𝗧𝗵𝗲 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗶𝘀 𝘀𝗶𝗺𝗽𝗹𝗲:
1️⃣ Trace your application execution
2️⃣ Build an evaluation dataset from real traces
3️⃣ Optimize prompts using advanced algorithms
4️⃣ Deploy your agent with confidence using optimized prompts

𝗟𝗲𝗮𝗿𝗻 𝗠𝗼𝗿𝗲 ⤵️
🔗 Prompt Optimization Guide: https://mlflow.org/docs/latest/genai/...
🔗 DSPy Documentation: https://dspy.ai/
🔗 Prompt Optimization on Databricks MLflow: https://docs.databricks.com/aws/en/ml...
🔗 MLflow Prompt Registry: https://mlflow.org/docs/latest/genai/...