Tag: zenml-project

• Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support (31 Mar 2023)
  We decided to explore how the emerging technologies around Large Language Models (LLMs) could seamlessly fit into ZenML's MLOps workflows and standards. We created and deployed a Slack bot to provide community support.
• ZenNews: Generate summarized news on a schedule (24 Feb 2023)
  ZenNews is a tool powered by ZenML that can automate the summarization of news sources and save you time and effort while providing you with the information you need.
• Admirer: Open-Ended VQA Requiring Outside Knowledge (23 Dec 2022)
  A winning entry - 'Most Promising Entry' prize winner at Month of MLOps 2022 competition.
• ChequeEasy: Banking with Transformers (19 Dec 2022)
  A winning entry - 3rd prize winner at Month of MLOps 2022 competition. Extraction of metadata from cheques using Transformers and ZenML.
• Will they stay or will they go? Building a Customer Loyalty Predictor (27 May 2022)
  We built an end-to-end production-grade pipeline using ZenML for a customer churn model that can predict whether a customer will remain engaged with the company or not.
• Predicting how a customer will feel about a product before they even ordered it (20 Apr 2022)
  We built an end to end continuous deployment pipeline using ZenML for a customer satisfaction model that uses historical data of the customer predict the review score for the next order or purchase.