Commit Graph
5 Commits
Author SHA1 Message Date
8526cde1be fix: restore libSQL vector search with dynamic dimensions (#1393)
* fix: restore libSQL vector search with dynamic embedding dimensions (#655)

The V9 migration dropped the libsql_vector_idx and changed
memory_chunks.embedding from F32_BLOB(1536) to BLOB, but the
documented brute-force cosine fallback was never implemented.
hybrid_search silently returned empty vector results — search was
FTS5-only on libSQL.

Add ensure_vector_index() which dynamically creates the vector index
with the correct F32_BLOB(N) dimension, inferred from EMBEDDING_DIMENSION
/ EMBEDDING_MODEL env vars during run_migrations(). Uses _migrations
version=0 as a metadata row to track the current dimension (no-op if
unchanged, rebuilds table on dimension change).

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

* style: move safety comments above multi-line assertions for rustfmt stability

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

* refactor: remove unnecessary safety comments from test code

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

* fix: address review comments from PR #1393 [skip-regression-check]

- Share model→dimension mapping via config::embeddings::default_dimension_for_model()
  instead of duplicating the match table (zmanian, Copilot)
- Add dimension bounds check (1..=65536) to prevent overflow (zmanian, Copilot)
- DROP stale memory_chunks_new before CREATE to handle crashed previous attempts
  (zmanian, Copilot)
- Use plain INSERT instead of INSERT OR IGNORE to surface constraint errors
  (Copilot)

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

* fix: add missing builder field to AgentDeps in telegram routing test [skip-regression-check]

The self-repair builder field was added to AgentDeps in #712 but this
test was not updated.

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

* fix: address zmanian's second review on PR #1393

- Add tracing::info when resolve_embedding_dimension returns None (#2)
- Document connection scoping for transaction safety (#1)
- Document _rowid preservation for FTS5 consistency (#4)
- Document precondition that migrations must run first (#5)
- Note F32_BLOB dimension enforcement in insert_chunk (#3)
- Add unit tests for resolve_embedding_dimension (#6)

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <[email protected]>
2026-03-19 20:51:37 -07:00
e1691a8d42 feat: configurable hybrid search fusion strategy (#234)
* feat: configurable hybrid search fusion strategy (#169)

Add WeightedScore fusion as an alternative to the default RRF algorithm.
Users can now tune search behavior via env vars (SEARCH_FUSION_STRATEGY,
SEARCH_FTS_WEIGHT, SEARCH_VECTOR_WEIGHT, SEARCH_RRF_K) or by passing
SearchConfig with the new fields. Default behavior (RRF, k=60) is
unchanged.

- Add FusionStrategy enum (Rrf/WeightedScore) to workspace::search
- Add weighted_score_fusion() and fuse_results() dispatcher
- Add config/search.rs with WorkspaceSearchConfig from env vars
- Wire search defaults through Workspace struct
- Update both postgres and libsql backends to use fuse_results()
- Add 7 new tests (4 fusion + 3 config)

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: swap default search weights to match issue #169 spec (0.7 vector / 0.3 FTS)

The issue spec says "0.7/0.3 (vector/keyword) for weighted mode" but
our defaults had fts_weight=0.7, vector_weight=0.3 (inverted). Also
fixes the misleading docstring on weighted_score_fusion that claimed
1/rank normalizes to [0,1].

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: validate weight inputs and update stale doc comments

- Reject NaN, infinite, and negative values for SEARCH_FTS_WEIGHT and
  SEARCH_VECTOR_WEIGHT with a clear ConfigError
- Fix module-level docs that incorrectly claimed WeightedScore
  "normalizes per-method scores to [0,1]"
- Update SearchResult.score doc from "Combined RRF score" to
  strategy-agnostic "Combined fusion score"

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: validate weight setters against NaN/inf/negative values

with_fts_weight() and with_vector_weight() now silently ignore
non-finite (NaN, ±inf) and negative values, matching the env var
validation already in place for SEARCH_FTS_WEIGHT / SEARCH_VECTOR_WEIGHT.

Values > 1.0 remain valid since weights are normalized internally.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: use crate-wide ENV_MUTEX in search config tests

Replace the module-local `ENV_MUTEX` in `search.rs` with a shared
`crate::config::helpers::ENV_MUTEX` to prevent cross-module env races
when `cargo test` runs tests in parallel.

Addresses copilot review comment. Tracked in #245.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: per-strategy weight defaults to match issue #169 spec

RRF mode now defaults to 0.5/0.5 (fts/vector) and WeightedScore
defaults to 0.3/0.7, matching the acceptance criteria in #169.
Previously both modes used 0.3/0.7 uniformly.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: reject both weights=0 in weighted fusion mode

When both SEARCH_FTS_WEIGHT and SEARCH_VECTOR_WEIGHT are 0.0 under
WeightedScore strategy, all scores would be 0.0, producing arbitrary
ordering. RRF mode is unaffected since it ignores weights entirely.

Addresses Copilot review comment. The other comment (rrf_k=0 division
by zero) is a false positive — ranks are 1-based, so k=0 just gives
inverse-rank scoring with no infinity.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: clarify weight doc comments and error key

- SearchConfig field docs: clarify that Default always uses 0.5,
  per-strategy defaults only apply via WorkspaceSearchConfig::resolve()
- WorkspaceSearchConfig field docs: same clarification
- Error key for both-weights-zero now references both env vars

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: remove broken intra-doc links to pub(crate) resolve()

WorkspaceSearchConfig::resolve is pub(crate), so linking to it from
public field docs triggers rustdoc private_intra_doc_links warnings.
Switch to plain-text references.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: add document_path to weighted_score_fusion results

The weighted_score_fusion function was missing the document_path field
added in a recent main branch commit, causing a compile error after rebase.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* chore: trigger CI re-check after rebase

* fix: resolve pre-existing staging fmt and clippy issues

- Fix import ordering in cli/mod.rs (cargo fmt)
- Fix line wrapping in tools/mcp/auth.rs (cargo fmt)
- Move path_routing_tests before MemoryTreeTool to fix
  clippy::items_after_test_module

[skip-regression-check]

* fix: remove duplicate path_routing_tests module after rebase

[skip-regression-check]

---------

Co-authored-by: Claude Opus 4.6 <[email protected]>
2026-03-12 14:49:00 -07:00
ce5961b1ec fix(libsql): support flexible embedding dimensions (#534)
* fix(libsql): support flexible embedding dimensions (#494)

The libSQL schema hardcoded F32_BLOB(1536) for the embedding column,
preventing use of models with other dimensions (e.g. 768-dim
nomic-embed-text). This adds incremental migration support to the
libSQL backend and a V9 migration that rebuilds the memory_chunks
table with a plain BLOB column accepting any dimension.

- Add incremental migration infrastructure (INCREMENTAL_MIGRATIONS
  array + run_incremental() runner tracked via _migrations table)
- V9 migration rebuilds memory_chunks with BLOB column, drops the
  vector index (which requires fixed-dimension F32_BLOB)
- Update base schema for fresh installs (BLOB, no vector index)
- Vector search gracefully falls back to FTS-only when the index
  is absent (matches PostgreSQL behavior after its V9 migration)
- Remove now-incorrect "dimension is not 1536" warnings

Existing embeddings are preserved during migration. Users only need
to re-embed if they change their embedding model/dimension.

[skip-regression-check]

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: wrap incremental migrations in transaction for atomicity

Address PR review feedback: if the process crashes after executing
migration SQL but before recording it in _migrations, the migration
would be applied but not marked complete. Wrapping both operations
in a transaction ensures they succeed or fail together.

[skip-regression-check]

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* chore: merge main and fix formatting drift

Co-Authored-By: Claude Opus 4.6 <[email protected]>

---------

Co-authored-by: Claude Opus 4.6 <[email protected]>
2026-03-06 23:29:32 +00:00
d562dc8d90 fix(workspace): thread document path through search results (#503)
* fix(workspace): thread document path through search results

Memory search results were showing chunk UUIDs instead of source file
paths. Thread document_path through RankedResult, SearchResult, and the
RRF fusion pipeline so handlers can display the actual file path.

Fixes #481

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* refactor: use into_iter to move values instead of cloning

Address review feedback: consume results with into_iter() to move
String fields directly instead of cloning them.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

---------

Co-authored-by: Claude Opus 4.6 <[email protected]>
2026-03-03 23:31:30 +00:00
ffb1cc9be8 refactor: architecture improvements for contributor velocity (#198)
* refactor: split large files and consolidate test stubs for contributor velocity

- Extract 7 Database sub-traits (ConversationStore, JobStore, SandboxStore,
  RoutineStore, ToolFailureStore, SettingsStore, WorkspaceStore) with Database
  as a supertrait combining them all
- Split libsql_backend.rs (2769 lines) into src/db/libsql/ directory with
  one file per sub-trait implementation
- Split config.rs (1753 lines) into src/config/ directory with 16 domain files
- Consolidate 3 duplicate test LLM stubs into shared StubLlm in src/testing.rs
- Split server.rs handlers into src/channels/web/handlers/ directory
- Extract main.rs init phases into AppBuilder (src/app.rs)
- Add developer setup script (scripts/dev-setup.sh)

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* refactor: move heartbeat test from examples/ to tests/

Convert standalone example binary into a proper #[ignore] integration
test, matching the convention of the other integration tests.

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* style: fix rustfmt formatting for CI

Co-Authored-By: Claude Opus 4.6 <[email protected]>

* fix: address PR review comments from Copilot

- tunnel.rs: replace .ok().flatten() with ? to propagate env var errors
- secrets.rs: remove misleading "process-wide cache" comment
- database.rs: use uppercase "DATABASE_URL" in error key
- testing.rs: gate harness tests with #[cfg(feature = "libsql")]

Co-Authored-By: Claude Opus 4.6 <[email protected]>

---------

Co-authored-by: Illia Polosukhin <[email protected]>
Co-authored-by: Claude Opus 4.6 <[email protected]>
2026-02-18 23:05:47 +00:00