v1.4.0

Features

Core Entity Consistency

• Add entity name normalizer and sentence-aware description merge helper to improve identity stability and merged descriptions (8e5858a)

Local Inference

• Support LM Studio as a local inference provider via LiteLLM (lm_studio/<model>, LM_STUDIO_API_BASE) (d317459)

Delta Extraction

• Persist orphan parent_ids on salvage and reattach orphans by parent-id match when multiple parent candidates exist (ead9096)

Bug Fixes

Delta Extraction Quality Gates

• Allow disabling parent_lookup_miss gate with -1 and relax adaptive thresholding for large graphs (d25567d)

Extraction Logging

• Add extraction-phase progress logs (contract-prefixed + “Calling LLM…”) and move raw extracted payloads to trace/debug only (dd32f66)

Schema Validation

• Strengthen schema validation/guidance/dedup patterns and add a domain-agnostic string coercion fallback in the LLM backend (61e7520)

Documentation

Schema-Definition Guides

• Update schema-definition docs with best practices for descriptive IDs, enum synonyms, validators, where-to-look hints, and deduplicating root-level lists under chunked extraction (7db205d)

Repository References

• Update documentation to the new repository URL (f14fcd9)

Tests

Coverage

• Add targeted unit tests to raise Codecov patch coverage for newly changed branches (c39e02c)
• Further extend test coverage for remaining uncovered paths (5ec1562)