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What is this?
This is the samples and tools repository for Google Cloud's Knowledge Catalog, an AI-powered data catalog and metadata management platform (formerly called Dataplex) that builds a dynamic knowledge graph over structured and unstructured data to give AI agents semantic and business context.
This is the samples and tools repository for Google Cloud's Knowledge Catalog, an AI-powered data catalog and metadata management platform (formerly called Dataplex) that builds a dynamic knowledge graph over structured and unstructured data to give AI agents semantic and business context.Is this the Knowledge Catalog product itself, or a collection of samples for it?It is not the product itself but a companion repo of tools, agents, and samples that demonstrate Knowledge Catalog features and show how to build context management, enrichment, and retrieval solutions on top of it.
It is not the product itself but a companion repo of tools, agents, and samples that demonstrate Knowledge Catalog features and show how to build context management, enrichment, and retrieval solutions on top of it.Do I need a Google Cloud project to use these samples?Yes, in practice: Knowledge Catalog is a Google Cloud service, so running the included tools and samples requires access to a Google Cloud project with the Knowledge Catalog (Dataplex) API enabled, though the README does not spell out setup steps.
Yes, in practice: Knowledge Catalog is a Google Cloud service, so running the included tools and samples requires access to a Google Cloud project with the Knowledge Catalog (Dataplex) API enabled, though the README does not spell out setup steps.Is this an officially supported Google product?No. The repository explicitly states it is not an official Google product, so support and stability guarantees are limited.
No. The repository explicitly states it is not an official Google product, so support and stability guarantees are limited.What was Knowledge Catalog previously called?It was formerly known as Dataplex before being rebranded as Knowledge Catalog.
It was formerly known as Dataplex before being rebranded as Knowledge Catalog.What kinds of data does Knowledge Catalog work with?It catalogs both structured and unstructured data, building a knowledge graph across all of it to add semantic and business context.
It catalogs both structured and unstructured data, building a knowledge graph across all of it to add semantic and business context.What can I actually build using this repo?The samples and agents here are meant to help you build context management, enrichment, and retrieval solutions that feed grounded, business-aware context into AI agents.
The samples and agents here are meant to help you build context management, enrichment, and retrieval solutions that feed grounded, business-aware context into AI agents.What are similar projects?OpenMetadata, datahub, cocoindex, open-knowledge-format, Athena-Public, semantica, halofy, ragent
OpenMetadata, datahub, cocoindex, open-knowledge-format, Athena-Public, semantica, halofy, ragentWhich topics is it in?data-governance, metadata, gcp, data-engineering, catalog, knowledge-management, knowledge-graph, context-engineering, semantic-search, cloud-native, google, enterprise
data-governance, metadata, gcp, data-engineering, catalog, knowledge-management, knowledge-graph, context-engineering, semantic-search, cloud-native, google, enterprise