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* #1029 - 8 vector_store_similarity_search and SpannerVectorStoreSettings Added vector_store_similarity_search to SpannerToolset. SpannerVectorStoreSettings is introduced to support this feature. * Update spanner.md * Update spanner.md Applied feedback. Additionally, reviewed the phrasing in the intro for clarity and concision and did some minor formatting edits. * Fix wrapping, missing import, trailing whitespace, formatting fixes * Restructure Spanner page: add intro, section headings, reorder vector search * Add experimental tags/notes to corresponding integration pages --------- Co-authored-by: Kristopher Overholt <koverholt@google.com>
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catalog_title, catalog_description, catalog_icon, catalog_tags
| catalog_title | catalog_description | catalog_icon | catalog_tags | ||
|---|---|---|---|---|---|
| Data Agents | Analyze data with AI-powered agents | /integrations/assets/agent-platform.svg |
|
Google Cloud Data Agents tool for ADK
Supported in ADKPython v1.23.0Experimental
These are a set of tools aimed to provide integration with Data Agents powered by Conversational Analytics API.
Data Agents are AI-powered agents that help you analyze your data using natural language. When configuring a Data Agent, you can choose from supported data sources, including BigQuery, Looker, and Looker Studio.
!!! example "Experimental" This feature is experimental and may be updated in future releases.
Prerequisites
Before using these tools, you must build and configure your Data Agents in Google Cloud:
- Build a data agent using HTTP and Python
- Build a data agent using the Python SDK
- Create a data agent in BigQuery Studio
The DataAgentToolset includes the following tools:
list_accessible_data_agents: Lists Data Agents you have permission to access in the configured GCP project.get_data_agent_info: Retrieves details about a specific Data Agent given its full resource name.ask_data_agent: Chats with a specific Data Agent using natural language.
They are packaged in the toolset DataAgentToolset.
--8<-- "examples/python/snippets/tools/built-in-tools/data_agent.py"