chore(index): remove the unused vector index, the ousast index subcommand and the [embeddings] section

Legacy inventory 2, item R1. The vector half of index.py (VectorIndex, VectorRecord, RetrievalHit,
RetrievalPackage, the EmbeddingClient protocol, index_reuse_key, build/write/read/query_vector_index,
build_retrieval_package and their helpers) had no importer in src; `ousast index` wrote index/chunks.json
that nothing read, and was the only reader of `[embeddings]`. index.py keeps CodeChunk and
chunk_text_namespace, which skills.py imports; chunk_file/build_code_chunks go with their only caller.

`[embeddings] model` and `[embeddings] store` join RETIRED_KEYS (RetiredConfigError naming the reason),
the same way the [variants] keys were retired; OPENROUTER_EMBEDDING_MODEL is no longer read, so the
README and .env.example drop it (`ousast learn memory embed --model` names the model). test_index.py
now tests the chunker only; test_config.py covers the two retired keys and no longer asserts the
removed field. The module audit record is regenerated (counts unchanged: 151 modules, 0 orphaned;
the index module's importer list shrinks to skills). RELEASE_NOTES Unreleased carries the line.

Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo

tests/test_config.py

@@ -25,7 +25,6 @@ def test_load_config_reads_toml(tmp_path: Path) -> None:
     config = load_config(config_path)
 
     assert config.models.ranker == "openrouter/test-ranker"
-    assert config.embeddings.store == "json-local"
     assert config.sandbox.memory_mb == 1024
 
 
@@ -74,6 +73,8 @@ def test_retired_llm_keys_fail_naming_the_replacement(tmp_path: Path, body: str,
         ('[evidence]\nminimum_patch = "root_cause_explained"\n', "`[evidence] minimum_patch`"),
         ("[variants]\nenabled = false\n", "`[variants] enabled`"),
         ("[variants]\nmax_mechanisms = 10\n", "`[variants] max_mechanisms`"),
+        ('[embeddings]\nmodel = "openai/text-embedding-3-small"\n', "`[embeddings] model`"),
+        ('[embeddings]\nstore = "json-local"\n', "`[embeddings] store`"),
     ],
 )
 def test_unread_keys_fail_naming_why(tmp_path: Path, body: str, key: str) -> None:
@@ -140,7 +141,7 @@ def test_write_resolved_config_creates_json(tmp_path: Path) -> None:
     payload = json.loads(output.read_text())
     assert payload["sandbox"]["memory_mb"] == 2048
     # retired 2026-10-02 (never read): the unread sections are not echoed as if they configured something
-    assert not {"dynamic", "evidence", "variants"} & set(payload) and "patcher" not in payload["models"]
+    assert not {"dynamic", "evidence", "variants", "embeddings"} & set(payload) and "patcher" not in payload["models"]
 
 
 def test_complexity_and_regress_defaults_when_section_absent() -> None:
@@ -208,17 +209,11 @@ def test_load_config_reads_regress_image_pins(tmp_path: Path) -> None:
 
 def test_load_dotenv_sets_missing_keys_only(tmp_path: Path, monkeypatch) -> None:  # type: ignore[no-untyped-def]
     env_file = tmp_path / ".env"
-    env_file.write_text("OPENROUTER_API_KEY=from-file\nOPENROUTER_EMBEDDING_MODEL=openai/text-embedding-3-small\n")
+    env_file.write_text("OPENROUTER_API_KEY=from-file\nS3_REGION=us-east-1\n")
     monkeypatch.setenv("OPENROUTER_API_KEY", "already-set")
-    monkeypatch.delenv("OPENROUTER_EMBEDDING_MODEL", raising=False)
+    monkeypatch.delenv("S3_REGION", raising=False)
 
     load_dotenv(env_file, force=True)
 
     assert os.environ["OPENROUTER_API_KEY"] == "already-set"
-    assert os.environ["OPENROUTER_EMBEDDING_MODEL"] == "openai/text-embedding-3-small"
-
-
-def test_embeddings_model_from_env(monkeypatch) -> None:  # type: ignore[no-untyped-def]
-    monkeypatch.setenv("OPENROUTER_EMBEDDING_MODEL", "openai/text-embedding-3-small")
-    config = load_config(None)
-    assert config.embeddings.model == "openai/text-embedding-3-small"
+    assert os.environ["S3_REGION"] == "us-east-1"

tests/test_index.py

@@ -1,80 +1,9 @@
-import json
-from pathlib import Path
-
 import pytest
 
-from openultrasast.index import (
-    CodeChunk,
-    build_code_chunks,
-    build_retrieval_package,
-    build_vector_index,
-    chunk_text_namespace,
-    index_reuse_key,
-    query_vector_index,
-    read_vector_index,
-    write_vector_index,
-)
-from openultrasast.preprocess import RepoSnapshot, preprocess_repository
+from openultrasast.index import chunk_text_namespace
 
 
-class FakeEmbeddingClient:
-    def embed(self, *, model: str, inputs: list[str], timeout_seconds: int = 60) -> list[list[float]]:
-        return [[float(len(text)), 1.0] for text in inputs]
-
-
-def test_build_code_chunks_preserves_metadata_filters(tmp_path: Path) -> None:
-    repo = tmp_path / "repo"
-    repo.mkdir()
-    (repo / "app.py").write_text("def login(user):\n    return user\n")
-    _, targets = preprocess_repository(repo)
-
-    chunks = build_code_chunks(repo, targets, max_lines=1)
-
-    assert len(chunks) == 2
-    assert chunks[0].metadata["path"] == "app.py"
-    assert chunks[0].metadata["language"] == "python"
-    assert chunks[0].start_line == 1
-
-
-def test_json_vector_index_round_trips_and_filters(tmp_path: Path) -> None:
-    repo = tmp_path / "repo"
-    repo.mkdir()
-    (repo / "app.py").write_text("def login(user):\n    return user\n")
-    snapshot, targets = preprocess_repository(repo)
-    chunks = build_code_chunks(repo, targets)
-    index = build_vector_index(snapshot=snapshot, chunks=chunks, embedding_model="openrouter/embed", client=FakeEmbeddingClient())
-    output = tmp_path / "index.json"
-
-    write_vector_index(index, output)
-    loaded = read_vector_index(output)
-    matches = query_vector_index(loaded, [20.0, 1.0], metadata_filter={"language": "python"})
-
-    assert loaded.embedding_model == "openrouter/embed"
-    assert matches[0][1].path == "app.py"
-    assert json.loads(output.read_text())["store"] == "json-local"
-
-
-def test_vector_index_rejects_embedding_count_mismatch() -> None:
-    class EmptyEmbeddingClient:
-        def embed(self, *, model: str, inputs: list[str], timeout_seconds: int = 60) -> list[list[float]]:
-            return []
-
-    chunk = CodeChunk(
-        chunk_id="chunk-1",
-        namespace="repo_code",
-        path="app.py",
-        language="python",
-        start_line=1,
-        end_line=1,
-        text="print('x')",
-        metadata={"path": "app.py", "language": "python"},
-    )
-    snapshot = RepoSnapshot(root="/repo", commit=None, file_count=0, languages={})
-    with pytest.raises(ValueError):
-        build_vector_index(snapshot=snapshot, chunks=[chunk], embedding_model="model", client=EmptyEmbeddingClient())
-
-
-def test_namespace_chunks_and_reuse_key_are_metadata_scoped() -> None:
+def test_namespace_chunks_are_metadata_scoped() -> None:
     chunks = chunk_text_namespace(
         namespace="skills",
         path="semgrep.md",
@@ -82,21 +11,23 @@ def test_namespace_chunks_and_reuse_key_are_metadata_scoped() -> None:
         metadata={"language": "markdown", "vulnerability_class": "mapping"},
         max_lines=1,
     )
-    snapshot = RepoSnapshot(root="/repo", commit="abc", file_count=1, languages={"python": 1})
 
     assert len(chunks) == 2
     assert chunks[0].namespace == "skills"
+    assert chunks[0].language == "markdown"
     assert chunks[0].metadata["vulnerability_class"] == "mapping"
-    assert index_reuse_key(snapshot, "embed-a") != index_reuse_key(snapshot, "embed-b")
+    assert (chunks[0].start_line, chunks[0].end_line) == (1, 1)
+    assert chunks[0].chunk_id != chunks[1].chunk_id
 
 
-def test_retrieval_package_is_bounded_by_character_budget() -> None:
-    chunks = chunk_text_namespace(namespace="docs", path="README.md", text="alpha\n" + "beta" * 100, max_lines=1)
-    snapshot = RepoSnapshot(root="/repo", commit=None, file_count=1, languages={"markdown": 1})
-    index = build_vector_index(snapshot=snapshot, chunks=chunks, embedding_model="model", client=FakeEmbeddingClient())
+def test_blank_blocks_are_skipped_and_the_language_defaults_to_text() -> None:
+    chunks = chunk_text_namespace(namespace="docs", path="README.md", text="alpha\n\n\nbeta\n", max_lines=1)
 
-    package = build_retrieval_package(role="verifier", index=index, query_embedding=[4.0, 1.0], max_chars=80)
+    assert [chunk.text for chunk in chunks] == ["alpha", "beta"]
+    assert chunks[0].language == "text"
 
-    assert package.role == "verifier"
-    assert package.hits
-    assert package.truncated is True
+
+@pytest.mark.parametrize(("namespace", "max_lines"), [("unknown", 80), ("docs", 0)])
+def test_invalid_namespace_or_window_is_rejected(namespace: str, max_lines: int) -> None:
+    with pytest.raises(ValueError):
+        chunk_text_namespace(namespace=namespace, path="x", text="y", max_lines=max_lines)