Enhanced Chat Functionality
- Advanced multi-turn conversations for seamless interactions. #91
- Agentic execution of database tools, file system operations, and context search.
- Support for both automatic and manual compaction (.compact). #125
- Provide dedicated context by introducing it with the @ Table, @ file, @ metrics, @sql_history commands. #134 #152
- Token consumption tracking and estimation for better resource visibility. #119
- Plan Mode(beta): An AI-assisted planning feature that generates and manages a to-do list #174
Automatic building knowledge base
- Automatic generation of Metric YAML files in MetricFlow format from historical success stories. #10
- Automatic summary and labeling SQL history files from *.sql files in workspace #132
- Improves SQL accuracy and generation speed using metrics & SQL history.
MCP Extension
- New .mcp commands to add, remove, list, and call MCP servers and tools. #54
Flexible Workflow Configuration
- Fully customizable workflow definitions via agent.yml.
- Configurable nodes, models, and database connections.
- Support for sub-workflows and result selection to improve accuracy. #88
Context Exploration
- Improve
@catalogsto display all databases, schemas, and tables across multiple databases. - New
@subjectto show all metrics built with MetricFlow. #165 - Context search tools integration to enhance recall of metadata and metrics. #138