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Add the ability to register multiple tables with a QueryChat instance,
enabling cross-table queries and per-table state management.
- **Storage**: Change from single `_data_source` to `_data_sources` dict
- **API**: Add `table_names()`, `table()`, `add_table()`, `remove_table()` methods
- **TableAccessor**: New class for per-table access (`qc.table("name").df()`)
- **Backwards compatible**: Single-table usage works unchanged
- `update_dashboard` and `reset_dashboard` now include table name parameter
- `tool_query` supports querying across multiple tables
- Updated tool prompts to guide LLM on multi-table operations
- Schema section now includes all registered tables
- Added relationship hints for JOINs
- Table descriptions can be provided for LLM context
All frameworks (Shiny, Dash, Streamlit, Gradio) updated to work with
the new dict-based storage while maintaining single-table behavior.
- Added 22 new tests for multi-table functionality
- Updated existing tests for new internal structure
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Summary
This PR adds multi-table support to QueryChat Python package, allowing users to chat with multiple related tables in a single session.
Key Features
add_table(),remove_table(),table_names(),table("name")methodsqc.table("name").df(),.sql(),.title(),.ui()data_sourcesetter patternAPI Examples
Core Changes
_querychat_base.py_data_sourcesdict storage,add_table(),remove_table(),table_names(),table()_table_accessor.pyTableAccessorclass_system_prompt.pytools.pyprompts/*.mdDesign Document
See
docs/plans/2025-01-14-multi-table-design.mdfor the full design specification.Test plan
test_multi_table.pycover storage, add/remove, accessor, ambiguity errors🤖 Generated with Claude Code