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Adaptive Graph of Thoughts Roadmap

This document outlines potential future development directions for Adaptive Graph of Thoughts. These are ideas for community contribution and project evolution. Priorities and timelines are subject to change.

Near-Term Goals

  • Enhanced Documentation: Continuously improving user and developer documentation, including more examples and tutorials.
  • Refinement of Core Stages: Optimizing existing ASR-GoT stages for performance and accuracy.
  • Expanded Test Coverage: Striving for comprehensive test coverage across all modules.

Medium-Term Goals

  • UI for Graph Visualization: Develop a user interface for interactive exploration of knowledge graphs (suggested feature, see docs/suggested_issues/ui_for_graph_visualization.md for details).
  • Integration with Arxiv API: Enhance evidence gathering by integrating with the Arxiv API (suggested feature, see docs/suggested_issues/integration_with_arxiv_api.md for details).
  • Advanced Configuration Options: Exploring more granular configuration for stages and parameters.

Long-Term / Vision

  • Wider Range of Data Source Integrations: Connectors for more academic databases, enterprise knowledge bases, etc.
  • User-Defined Custom Stages via UI: Allowing users to define or combine stages through a graphical interface.
  • Collaborative Reasoning: Features enabling multiple users or agents to contribute to a single reasoning process.

Contributing

We welcome contributions! If you're interested in tackling any of these areas, please check our Contributing Guidelines and consider opening an issue to discuss your ideas.