Latest Posts
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Building Enterprise Data Lineage & Provenance
Data lineage is crucial for data management and governance, tracking data from its origin to destination. It ensures quality control and compliance, benefiting data engineers and owners. Unlike data provenance, which focuses on the origin… Read more
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Vector Index, Databases and Search using OpenAI, Pinecone & Pentaho
The second part of the Embedding blog series revolves around understanding vector search, vector indexing, and vector databases. Vector indexing arranges embeddings for quick retrieval, using strategies like flat indexing, LSH, HNSW, and FAISS. Vector… Read more
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Understanding Embeddings with Pentaho and OpenAI GPT
Embeddings are numerical representations of data objects, capturing their context and meaning. They play a vital role in machine learning and deep learning, offering benefits such as semantic understanding, feature learning, transfer learning, dimensionality reduction,… Read more
Archive Posts
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Data lineage is crucial for data management and governance, tracking data from its origin to destination. It ensures quality control and compliance, benefiting data engineers and owners. Unlike data provenance, which focuses on the origin and history of data, data lineage provides a broader view, tracing its journey through processes and transformations. Data Lineage can…
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This blog post discusses about the building of OpenAI GPT Assistant Framework using Pentaho Data Integration. The blog post discusses the integration of OpenAI GPT Assistant with Pentaho Data Integration to leverage generative AI capabilities. It covers topics such as OpenAI GPT models and their available APIs, the use of Assistants Framework, Pentaho transformations/jobs and…
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This post dives into the use of Pentaho Carte, a lightweight web server for running and managing remote Pentaho data transformations and jobs. The post covers how to set up the station with either command lines or Docker, run multiple servers, and customize configurations. It also looks at how to use Carte via UI, exploit…
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