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docs: clarify code-only corpora skip semantic extraction (closes #836)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Claude Sonnet 4.6
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@@ -7,6 +7,8 @@ graphify processes your files in three passes:
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**Pass 1 — Code structure (free, no API calls)**
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Tree-sitter parses your code files and extracts classes, functions, imports, call graphs, and inline comments. This runs locally with no LLM involved. 25 languages supported. SQL files get special treatment: tables, views, foreign keys, and JOIN relationships are extracted deterministically.
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Code files are not sent to the LLM semantic extractor in the normal pipeline. If a corpus contains only code files, Pass 3 is skipped entirely; semantic extraction is reserved for docs, papers, images, and transcripts.
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**Pass 2 — Video and audio (local, no API calls)**
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Video and audio files are transcribed with faster-whisper. To focus the transcript on your domain, the transcription prompt is seeded with your top god nodes (the most-connected concepts in your code graph so far). Transcripts are cached — re-runs skip already-processed files.
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@@ -120,3 +120,11 @@ def test_report_is_still_referenced_as_fallback():
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def test_agents_section_does_not_skip_dirty_graph_output():
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assert "Dirty graphify-out/ files are expected" in _AGENTS_MD_SECTION
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assert "not a reason to skip graphify" in _AGENTS_MD_SECTION
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def test_how_it_works_clarifies_code_only_semantic_extraction():
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from pathlib import Path
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doc = (Path(__file__).parent.parent / "docs" / "how-it-works.md").read_text(encoding="utf-8")
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assert "Code files are not sent to the LLM semantic extractor" in doc
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assert "code files, Pass 3 is skipped entirely" in doc
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assert "docs, papers, images, and transcripts" in doc
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