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189fc031e36f2a9a9ea82673e49680bcee6244ff
5
Commits
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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]> |
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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]> |
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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]> |
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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]> |
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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]> |