Three fixes to the embedding pipeline:
1. Concurrent HTTP batching: fire EMBED_CONCURRENCY (2) Ollama requests
in parallel via join_all, then write results serially to SQLite.
~2x throughput improvement on GPU-bound workloads.
2. UTF-8 boundary safety: all computed byte offsets in split_into_chunks
(paragraph/sentence/word break finders + overlap advance) now use
floor_char_boundary() to prevent panics on multi-byte characters
like smart quotes and non-breaking spaces.
3. CHUNK_MAX_BYTES reduced from 6000 to 1500 to fit nomic-embed-text's
actual 2048-token context window, eliminating context-length retry
storms that were causing 10x slowdowns.
Also threads ShutdownSignal through embed pipeline for graceful Ctrl+C.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Removes module-level doc comments (//! lines) and excessive inline doc
comments that were duplicating information already evident from:
- Function/struct names (self-documenting code)
- Type signatures (the what is clear from types)
- Implementation context (the how is clear from code)
Affected modules:
- cli/* - Removed command descriptions duplicating clap help text
- core/* - Removed module headers and obvious function docs
- documents/* - Removed extractor/regenerator/truncation docs
- embedding/* - Removed pipeline and chunking docs
- gitlab/* - Removed client and transformer docs (kept type definitions)
- ingestion/* - Removed orchestrator and ingestion docs
- search/* - Removed FTS and vector search docs
Philosophy: Code should be self-documenting. Comments should explain
"why" (business decisions, non-obvious constraints) not "what" (which
the code itself shows). This change reduces noise and maintenance burden
while keeping the codebase just as understandable.
Retains comments for:
- Non-obvious business logic
- Important safety invariants
- Complex algorithm explanations
- Public API boundaries where generated docs matter
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The sync command's stage spinners now show real-time aggregate progress
for each pipeline phase instead of static "syncing..." messages.
- Add `progress_callback` parameter to `run_embed` and
`run_generate_docs` so callers can receive `(processed, total)` updates
- Add `stage_bar` parameter to `run_ingest` for aggregate progress
across concurrently-ingested projects using shared AtomicUsize counters
- Update `stage_spinner` to use `{prefix}` for the `[N/M]` label,
allowing `{msg}` to be updated independently with progress details
- Thread `ProgressBar` clones into each concurrent project task so
per-entity progress (fetch, discussions, events) is reflected on the
aggregate spinner
- Pass `None` for progress callbacks at standalone CLI entry points
(handle_ingest, handle_generate_docs, handle_embed) to preserve
existing behavior when commands are run outside of sync
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Automated formatting and lint corrections from parallel agent work:
- cargo fmt: import reordering (alphabetical), line wrapping to respect
max width, trailing comma normalization, destructuring alignment,
function signature reformatting, match arm formatting
- clippy (pedantic): Range::contains() instead of manual comparisons,
i64::from() instead of `as i64` casts, .clamp() instead of
.max().min() chains, let-chain refactors (if-let with &&),
#[allow(clippy::too_many_arguments)] and
#[allow(clippy::field_reassign_with_default)] where warranted
- Removed trailing blank lines and extra whitespace
No behavioral changes. All existing tests pass unmodified.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add --full / --no-full flag pair to EmbedArgs with overrides_with
semantics matching the existing flag pattern. When active, atomically
DELETEs all embedding_metadata and embeddings before re-embedding.
- Thread the full flag through run_embed -> run_sync so that
'lore sync --full' triggers a complete re-embed alongside the full
re-ingest it already performed.
- Add indicatif spinners to sync stages with dynamic stage numbering
that adjusts when --no-docs or --no-embed skip stages. Spinners are
hidden in robot mode.
- Update robot-docs manifest to advertise the new --full flag on the
embed command.
- Replace hardcoded schema version 9 in health check with the
LATEST_SCHEMA_VERSION constant from db.rs.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Extends the CLI with six new commands that complete the search pipeline:
- lore search <QUERY>: Hybrid search with mode selection (lexical,
hybrid, semantic), rich filtering (--type, --author, --project,
--label, --path, --after, --updated-after), result limits, and
optional explain mode showing RRF score breakdowns. Safe FTS mode
sanitizes user input; raw mode passes through for power users.
- lore stats: Document and index statistics with optional --check
for integrity verification and --repair to fix inconsistencies
(orphaned documents, missing FTS entries, stale dirty queue items).
- lore embed: Generate vector embeddings via Ollama. Supports
--retry-failed to re-attempt previously failed embeddings.
- lore generate-docs: Drain the dirty queue to regenerate documents.
--full seeds all entities for complete rebuild. --project scopes
to a single project.
- lore sync: Full pipeline orchestration (ingest issues + MRs,
generate-docs, embed) with --no-embed and --no-docs flags for
partial runs. Reports per-stage results and total elapsed time.
- lore health: Quick pre-flight check (config exists, DB exists,
schema current). Returns exit code 1 if unhealthy. Designed for
agent pre-flight scripts.
- lore robot-docs: Machine-readable command manifest for agent
self-discovery. Returns all commands, flags, examples, exit codes,
and recommended workflows as structured JSON.
Also enhances lore init with --gitlab-url, --token-env-var, and
--projects flags for fully non-interactive robot-mode initialization.
Fixes init's force/non-interactive precedence logic and adds JSON
output for robot mode.
Updates all command files for the GiError -> LoreError rename.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
