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Analyst Agent

The Analyst Agent is a focused structured-data agent for users who want scratchpad table tools without the full Chat Agent tool surface. It is useful for CSV-style rows, extracted records, and calculations that should be performed by SQL instead of mental arithmetic.

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Quick start

Use interactive mode when you want to build up tables and ask follow-up questions:

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Tool surface

gaia analyze --list-tools shows the exact tools available in your installed version. The focused Analyst Agent exposes:
  • create_table for creating scratchpad tables.
  • insert_data for loading structured rows.
  • query_data for SQL calculations and filtering.
  • list_tables for inspecting available tables.
  • drop_table for removing scratchpad tables.
The Analyst Agent does not register browser tools. Use gaia browse for web research, or gaia chat when you need the broader mixed tool set.

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Local model options

By default, gaia analyze uses the local Lemonade backend configured for GAIA. You can override the model or backend with the common agent flags:
In the Agent UI the analyst appears as a single data card with a model-size selector — pick Lite (~4B) for shorter analysis tasks on lighter hardware, or Full for the default model. (The old data-lite registry ID still resolves to data on the lite tier for existing sessions.)