Moor Insights & Strategy provides or has provided paid services to technology companies like all research and tech industry analyst firms. CDP also provides the flexibility of a hybrid multi-cloud model to deploy across both public and private clouds. This single platform provides the foundation for business intelligence, machine learning and AI solutions while leveraging open-source innovations such as Iceberg, Airflow and Yunikorn. CDP is an integrated platform that provides the capabilities of both a data warehouse and a data lake. With this AMP and CML, any developer now has the tools to build and host open-source LLM applications for the enterprise.Ĭloudera is unique in offering a hybrid open data lake house across public and private clouds at scale. Everything is customizable and pluggable to a specific use case, using any model, data, database, and application framework.
Cloudera used H2O models, NovusDB, CML docs, and Gradio for the UI interface. Under the covers, Cloudera is using Python dependencies, with open-source models from partner Hugging Face, an open-source vector database for semantic search, injecting the enterprise knowledge base into the vector database and creating and running a Python web application on top.
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