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Using MLflow AI Gateway and Llama 2 to Build Generative AI Apps

August 23, 2023 by Kasey Uhlenhuth, Xiangrui Meng, Hagay Lupesko, Sean Owen, Corey Zumar, Liang Zhang, Ina Koleva, Vladimir Kolovski and Arpit Jasapara in Data Science and ML
To build customer support bots, internal knowledge graphs, or Q&A systems, customers often use Retrieval Augmented Generation (RAG) applications which leverage pre-trained models...

Driving a Large Language Model Revolution in Customer Service and Support

May 23, 2023 by Bryan Smith, Nicole Lu, Vladimir Kolovski, Eric Peter, Zhe Wang, Arpit Jasapara and Mingyu Li in AI
Want to build your own LLM-enabled bot? Download our end-to-end solution accelerator here . Download notebook Business leaders are universally excited for the...

Streamline MLOps With MLflow Model Registry Webhooks

February 1, 2022 by Ahmed Bilal, Corey Zumar, Arpit Jasapara, Ankit Mathur and Sue Ann Hong in Platform Blog
As machine learning becomes more widely adopted, businesses need to deploy models at speed and scale to achieve maximum value. Today, we are...