feat(rag): hybrid FTS+vector retrieval and multi-format ingestion — name-your-tool questions find the right document
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+107
-7
@@ -16,11 +16,15 @@ from app.models import Chunk, Document
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from app.rag.importer import (
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EXCLUDED_DIRS,
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import_sources,
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iter_markdown_files,
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iter_importable_files,
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)
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from app.rag.llm import EmbeddingError
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from tests.fakes import FakeEmbedder
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#: A9 default extension set as dotted suffixes (what the importer passes to
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#: the walker when no override is configured).
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DEFAULT_EXTS = frozenset({".md", ".markdown", ".txt", ".yaml", ".yml", ".json", ".py"})
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class _PoisonEmbedder(FakeEmbedder):
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"""Fails (like a real endpoint) on any text containing 'poison'."""
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@@ -50,7 +54,9 @@ def _cleanup_source(db, source: str) -> None:
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db.commit()
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def test_iter_markdown_files_excludes_noncontent_dirs(tmp_path: Path) -> None:
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def test_iter_importable_files_excludes_noncontent_dirs_and_hidden(tmp_path: Path) -> None:
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"""Well-known non-content dirs, hidden (dot-) dirs/files, and non-A9
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extensions are all skipped; the A9 formats pass."""
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root = tmp_path / "proj"
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for d in (
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"notes/sub",
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@@ -61,11 +67,20 @@ def test_iter_markdown_files_excludes_noncontent_dirs(tmp_path: Path) -> None:
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".pytest_cache",
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"dist",
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"build",
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".esphome/.espressif", # vendored hidden cache — the real A9 case
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):
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(root / d).mkdir(parents=True)
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files = {
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# content that must be found:
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"README.md": "readme",
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"notes/sub/deep.md": "deep",
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"compose.yaml": "services: {}",
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"legacy.YML": "a: b", # case-insensitive suffix
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"notes/sub/agent.py": "x = 1",
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"config.json": "{}",
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"README.txt": "plain",
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"notes/sub/deep.markdown": "md2",
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# must be skipped:
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".venv/lib/junk.md": "junk",
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"node_modules/x/j.md": "j",
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".git/c.md": "g",
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@@ -73,17 +88,40 @@ def test_iter_markdown_files_excludes_noncontent_dirs(tmp_path: Path) -> None:
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".pytest_cache/c.md": "pc",
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"dist/d.md": "d",
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"build/b.md": "b",
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".esphome/.espressif/secret.md": "vendor",
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".secret.md": "hidden file", # dot-prefixed FILE, not just dir
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"notes/sub/notes.csv": "a,b", # not an A9 format
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"notes/sub/file.md.bak": "x",
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}
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for rel, text in files.items():
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(root / rel).write_text(text)
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(root / "notes" / "not-md.txt").write_text("skip me")
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found = {p.relative_to(root).as_posix() for p in iter_markdown_files(root)}
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assert found == {"README.md", "notes/sub/deep.md"}
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found = {p.relative_to(root).as_posix() for p in iter_importable_files(root, DEFAULT_EXTS)}
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assert found == {
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"README.md",
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"notes/sub/deep.md",
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"compose.yaml",
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"legacy.YML",
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"notes/sub/agent.py",
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"config.json",
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"README.txt",
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"notes/sub/deep.markdown",
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}
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def test_iter_markdown_files_missing_dir_yields_nothing(tmp_path: Path) -> None:
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assert iter_markdown_files(tmp_path / "definitely-missing") == []
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def test_iter_importable_files_missing_dir_yields_nothing(tmp_path: Path) -> None:
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assert iter_importable_files(tmp_path / "definitely-missing", DEFAULT_EXTS) == []
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def test_iter_importable_files_respects_custom_extension_filter(tmp_path: Path) -> None:
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"""A narrower filter (e.g. md only) excludes the other A9 formats."""
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root = tmp_path / "filtered"
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root.mkdir()
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(root / "a.md").write_text("a")
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(root / "b.yaml").write_text("a: b")
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(root / "c.py").write_text("x = 1")
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found = {p.name for p in iter_importable_files(root, frozenset([".md"]))}
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assert found == {"a.md"}
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def test_excluded_dirs_match_plan_anchor_a9() -> None:
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@@ -277,3 +315,65 @@ def test_chunk_positions_and_titles(db, tmp_path: Path) -> None:
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assert positions == list(range(len(doc.chunks))) and len(doc.chunks) >= 2
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finally:
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_cleanup_source(db, root.name)
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def test_multi_format_import_counts_per_format_and_titles_stem(db, tmp_path: Path) -> None:
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"""A9 formats all import; the summary records per-format counts, and
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non-markdown titles come from the file stem (a ``#`` line is a comment
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there, not a heading)."""
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root = tmp_path / "multi"
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(root / "svc").mkdir(parents=True)
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(root / "guide.md").write_text("# Real Heading\n\nbody\n")
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(root / "svc" / "compose.yaml").write_text("# a comment\nservices:\n gitlab: {}\n")
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(root / "svc" / "agent.py").write_text("# docstring-like comment\ndef ping():\n return 1\n")
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(root / "inventory.json").write_text('{"hosts": []}\n')
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(root / "notes.txt").write_text("plain text notes\n")
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llm = FakeEmbedder()
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try:
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summary = asyncio.run(import_sources([root], llm, session=db))
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assert summary.files == 5
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assert summary.added == 5
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assert summary.formats == {"md": 1, "yaml": 1, "py": 1, "json": 1, "txt": 1}
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# PLAN §9 summary line: counts, highest first, ext:name pairs.
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assert summary.format_counts() == "json:1,md:1,py:1,txt:1,yaml:1"
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titles = {
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d.path: d.title
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for d in db.scalars(select(Document).where(Document.source == root.name)).all()
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}
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assert titles["guide.md"] == "Real Heading" # markdown keeps the H1
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assert titles["svc/compose.yaml"] == "compose" # …comment is not a heading
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assert titles["svc/agent.py"] == "agent"
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assert titles["inventory.json"] == "inventory"
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assert titles["notes.txt"] == "notes"
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finally:
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_cleanup_source(db, root.name)
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def test_prune_removes_files_now_excluded_by_format_filter(db, tmp_path: Path) -> None:
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"""Previously-imported junk leaves the index: a file that no longer
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matches the A9 extension filter is pruned on the next ``prune=True`` run.
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This is how dot-dir READMEs imported before the scope fix get cleaned up."""
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root = tmp_path / "cleanup"
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root.mkdir()
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(root / "keep.md").write_text("# Keep\n\nkept\n")
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(root / "junk.md.bak").write_text("old junk that was once imported\n")
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llm = FakeEmbedder()
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try:
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# Seed: import both files as if they were valid at the time.
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(root / "junk.md").write_text("old junk that was once imported\n")
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(root / "junk.md.bak").unlink()
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asyncio.run(import_sources([root], llm, session=db))
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# Rename the junk out of the A9 formats, then prune.
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(root / "junk.md").rename(root / "junk.md.bak")
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summary = asyncio.run(import_sources([root], llm, session=db, prune=True))
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assert summary.pruned == 1
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assert summary.unchanged == 1 # keep.md survived
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assert db.scalar(
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select(Document).where(Document.source == root.name, Document.path == "junk.md")
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) is None
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assert db.scalar(
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select(Document).where(Document.source == root.name, Document.path == "keep.md")
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) is not None
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finally:
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_cleanup_source(db, root.name)
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