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## Overview This milestone introduces **Context Graphs** as a first-class abstraction in Semantica. Context Graphs provide a structured, graph-based representation of LLM context, enabling **decision tracking, provenance, and explainable reasoning paths** across AI workflows. This release intentionally prioritizes **core functionality and developer experience** over integrations and optimizations. --- ## Objectives - Establish a stable Context Graph data model - Track decisions and reasoning paths through graph structures - Bridge vector retrieval with graph-based context representation - Enable graph traversal and relevance operations for reasoning - Provide a clear, runnable example demonstrating Context Graph usage --- ## In Scope (Issues) ### Core Context Graphs - **#291** – Context Graphs _Graph schema, nodes/edges, metadata, and core APIs_ - **#292** – Decision Tracking in Context Module _Attach decisions, reasoning steps, and provenance to context flows_ - **#293** – Enhanced Vector Store for Decision Tracking _Link vector similarity results with graph-backed decision paths_ - **#294** – Enhanced Graph Algorithms in KG Module _Traversal, subgraph extraction, relevance ranking_ ### Documentation & Examples - **#227** – Community Examples Showcase _End-to-end Context Graph example demonstrating explainable context_ --- ## Out of Scope The following are explicitly deferred to future releases to keep the milestone focused: - Context / Knowledge Graph quality assurance and evaluation - Vector DB, graph DB, or agent framework integrations - File ingestion and export formats - Broad evaluation frameworks (See future milestones: `v0.2.9+`) --- ## Acceptance Criteria This milestone is considered complete when: - [ ] Context Graphs are available as a stable core abstraction - [ ] Decisions and reasoning paths are traceable via graph traversal - [ ] Vector retrieval can be linked to graph-based context - [ ] At least one documented, runnable Context Graph example exists - [ ] README includes a dedicated **Context Graphs** section - [ ] Breaking changes are documented with migration notes --- ## Why This Release Matters v0.2.8 shifts Semantica from **embedding-centric context pipelines** to **structured, explainable context graphs**, laying the foundation for: - Debuggable LLM behavior - Auditable and controllable context flows - Future enterprise-grade governance and observability
Overdue by 11 day(s)•Due by February 16, 2026•4/5 issues closed