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Temporal knowledge graph with evidence-based fact management, candidate confirmation, and automatic summarization for the MCP ecosystem.

0.1.1 Dependency Update #

Changed #

  • Updated mcp_bundle dependency to ^0.2.1 for Contract Layer compatibility

0.1.0 Initial Release #

Added #

Core Features

  • Temporal Knowledge Graph

    • Fact model with domain, category, value, and temporal scope
    • Evidence model for source data with confidence scores
    • Candidate model for pending facts awaiting confirmation
    • Claim model for skill execution assertions
  • Fact Graph Service

    • FactGraphService as the main entry point
    • Evidence ingestion and processing
    • Candidate creation and confirmation workflow
    • Fact querying with domain, entity, and temporal filters
  • Context Bundles

    • ContextBundle for complete entity context retrieval
    • Facts, summaries, and recent claims aggregation
    • Optimized for LLM consumption
  • Port-Based Architecture

    • FactStoragePort for fact persistence
    • EvidenceStoragePort for evidence storage
    • CandidateStoragePort for candidate management
    • EntityStoragePort for entity data
    • EventStoragePort for event sourcing
    • ViewStoragePort for materialized views
  • In-Memory Implementations

    • Complete in-memory storage implementations for testing
    • Thread-safe operations with proper isolation

Storage Ports #

  • FactStoragePort - CRUD operations for facts
  • EvidenceStoragePort - Evidence management
  • CandidateStoragePort - Candidate lifecycle
  • EntityStoragePort - Entity metadata
  • EventStoragePort - Event sourcing support
  • ViewStoragePort - Materialized views

Data Models #

  • Fact - Confirmed knowledge with temporal validity
  • Evidence - Source data with metadata
  • Candidate - Pending facts with confidence
  • Claim - Skill execution assertions
  • Entity - Entity metadata and summaries
  • ContextBundle - Aggregated entity context

Support and Contributing #

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Temporal knowledge graph with evidence-based fact management, candidate confirmation, and automatic summarization for the MCP ecosystem.

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Topics

#knowledge-graph #mcp #ai #dart #facts

Documentation

Documentation
API reference

Funding

Consider supporting this project:

www.patreon.com

License

MIT (license)

Dependencies

collection, mcp_bundle, meta

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Packages that depend on mcp_fact_graph