Files
semantica/docs/reference
KaifAhmad1 5a7a740185 docs(context): full audit and overhaul of context.md
API fixes:
- retrieve(): top_k= -> max_results= (correct parameter name)
- remove non-existent add_decision_simple() -> use record_decision() on ContextGraph
- remove non-existent analyze_decision_influence() -> get_causal_chain() + trace_decision_explainability()
- find_precedents() returns List[Decision] not Precedent; removed .similarity attribute usage
- ContextRetriever.retrieve(): top_k -> max_results, add use_graph_expansion / min_relevance_score params
- AgentMemory.retrieve(): top_k -> max_results

New constructor params documented:
- retention_days, max_memories, max_expansion_hops, hybrid_alpha

New methods documented:
- batch_store(), forget(), update(), get_memory(), stats(), health()
- save() / load(), export() / import_data()
- conversation(), get_causal_chain(), query_decisions()
- trace_decision_explainability(), get_policy_engine()
- checkpoint(), diff_checkpoints(), flush_checkpoint()
- ContextGraph: add_nodes/add_edges (bulk), find_node, find_nodes, find_active_nodes
- ContextGraph: find_edges, query, stats, density, clear, build_from_conversations
- ContextGraph: link_graph, navigate_to, cross_graph_path, resolve_links

New sections:
- Cross-Graph Navigation with full example
- Checkpoint Methods with example
- Conversation Methods with example
- Persist and Restore real-world tab
- Policy dataclass in Data Structures accordion
- Decision.valid_from / valid_until temporal fields documented
- CausalChainAnalyzer and ContextRetriever added to What You Get cards
- New Tips: max_results param name, checkpoint auditing
2026-05-24 14:28:37 +05:30
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