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900 commits

Author SHA1 Message Date
Yiorgis Gozadinos
d1ad14f44b
Point the limit comments at the right limits
_session_limits still called the session budget the backstop for code that
computes, which stopped being true when the pool gained a request_timeout in the
same commit. The watchdog kills such a call at code_timeout, so it can never
spend a budget of code_timeout * max_executions. The docstring now names the two
per-call limits and claims neither.

The crash test said the discard prevents a RuntimeError escaping execute(). The
handler catches RuntimeError too, so without the discard every later call
returns a failed result instead.

Name MemoryFile's missing write hook as the reason metadata.json takes a reader
and a deny pair. Drop the clause in the CHANGELOG that narrated how the old
overrun accumulated.
2026-07-28 19:11:37 +03:00
Yiorgis Gozadinos
221c90af72
Bound a compute-only call at code_timeout
The pool watchdog counts only the time a worker spends running code, so a read
that blocks the worker never trips it. The margin above code_timeout therefore
guarded a race that cannot happen, and only bought a runaway call 90s where 60s
was configured. Pass code_timeout straight through. The two limits are disjoint:
the watchdog bounds a call that computes, and the read deadline bounds a call
that reads.

Drop the ordering test, which was true for any positive margin. The containment
test no longer sets code_timeout to zero, because that value now also disables
the watchdog and kills the worker before the read guard can refuse. It patches
the guard instead.

Monty 0.0.19 runs a plain class and a class with __enter__ and __exit__. Only
inheritance and metaclasses raise. Say that in the instructions.

MemoryFile is no longer constructed, so drop the import, the annotation, and the
stale references in the sandbox docstring and CLAUDE.md. That CLAUDE.md line
also still claimed a ThreadPoolExecutor, _run_async, and a fresh interpreter per
call.
2026-07-28 19:11:19 +03:00
Yiorgis Gozadinos
d9e4d1e57c
Bound a call that never reads and restore the iteration test
The read deadline only gets control at a read, so code that computes without
reading escaped it. Give the pool a request_timeout above code_timeout. The
watchdog kills the worker, and execute() already replaces a dead session, so a
runaway call fails and the next call recovers. A read refusal keeps the
variables, so it has to win the race whenever code does read.

Restore test_open_file_objects_are_not_iterable. Replacing the neighbouring
write test by text range deleted it, which left the instructions carrying a
prohibition with nothing to signal when monty lifts it.

Reuse the VFS and the pool when a session is replaced, so recovery skips the
document scan. Mount metadata.json with a lambda rather than a factory. Cover
open() in write mode. Fold the crash entry into the pydantic-monty bullet,
because no release shipped the worker without it.
2026-07-28 19:11:19 +03:00
Yiorgis Gozadinos
94befc0dfd
Recover from worker death and deny metadata writes
A crashed worker used to poison the rest of the run. execute() reported the
crash as a failed result, but kept the dead session, and every later call then
raised RuntimeError out of the tool. Clear the session so the next call checks
out a replacement. Keep the session for a syntax or runtime error, which leaves
the worker healthy, and say in the failure text that a restart loses the
variables.

A MemoryFile accepts writes, so metadata.json took them while the other three
document files refused. Mount it through the same read and deny pair. The
write-denial test now covers all four files.
2026-07-28 19:11:19 +03:00
Yiorgis Gozadinos
522959d9b4
Check the code timeout before each document read
The VFS bridge suspends the Monty worker for the length of a read. Monty checks
its duration budget between interpreter steps, so it cannot check while a read
is in flight. Code that reads in a loop overran a 60s budget by minutes. A read
takes about 20ms on a 2789-document corpus, so a full scan spends about 55s in
reads alone.

Check the deadline before each read. Raising from inside the callback answers the
worker's suspension, which keeps the session usable.

Monty also spends max_duration_secs across the session rather than per call, and
the sandbox reuses the session so that variables persist. Budget it for
code_timeout * max_executions. At the old per-call value the first slow call
starved every later one.

Do not wrap feed_run in asyncio.wait_for. Cancelling during pure compute is
clean, but cancelling while a read waits for an answer wedges the session with a
protocol RuntimeError that escapes execute(). A call that computes without
reading stays bounded by the session budget alone.
2026-07-28 19:11:19 +03:00
Yiorgis Gozadinos
feaca386d3
Document that file objects cannot be iterated
Monty 0.0.19 supports open() and with blocks, but a file object is still not
iterable. See pydantic/monty#490, which is still open. The instructions now
state the limitation in three places and give the alternative next to each
one: readlines() or read().split("\n").

Replace chr(10) with "\n" in the prose and in the example. Both work on
0.0.19, and chr(10) implies that the escape is broken.

Add a test that pins the limitation. The test fails when Monty gains
iteration support, which is the signal to relax the instructions.
2026-07-28 19:10:53 +03:00
Yiorgis Gozadinos
5c8df37af1
Support open()/with in the analysis sandbox
Document files can be read with open() and with-blocks (.read(),
.readline(), .readlines()); writes raise PermissionError. File objects
remain non-iterable and the collections module is still unavailable.
2026-07-28 19:10:53 +03:00
Yiorgis Gozadinos
53084d6fdd
Bump pydantic-monty to 0.0.19
0.0.19 runs sandboxed code in a subprocess worker pool (AsyncMonty /
AsyncMontySession) and drops MontyRepl. The sandbox checks out a session,
drives it with feed_run, and closes it to return the worker; close() is
now async. Worker crashes surface as a failed SandboxResult. The document
VFS (OSAccess/CallbackFile/MemoryFile) is unchanged.
2026-07-28 19:10:53 +03:00
Yiorgis Gozadinos
f13a3fb677
Report tool failures with ToolFailed 2026-07-27 18:26:42 +03:00
Yiorgis Gozadinos
ae345cc39f
Map thinking onto Pydantic AI's unified setting 2026-07-27 18:26:42 +03:00
Yiorgis Gozadinos
04ad3823b9
Cover the lazy config init and restore the uv cache in CI
get_config() builds its instance on first use, so the branch was covered
only when a worker happened to call it before set_config(). Under xdist that
depends on how cases shard across workers, which varies with the core count:
covered locally, uncovered on the two-core runner. Assert it directly.

setup-uv v4 bundles a cache client the GitHub cache service now rejects with
400, so the uv cache never restored and every wheel was redownloaded. Bump
to v9 across all four workflows (build-docs was already drifting at v5).

setup-python read requires-python (">=3.12") and installed 3.14, which uv
then ignored in favour of .python-version (3.13) and downloaded itself.
Point it at .python-version so the interpreter it installs is the one used.
2026-07-27 13:35:50 +03:00
Yiorgis Gozadinos
ab88188529
Keep the lazy-read test off the embedder
Rewriting the document through client.update_document re-chunks and
re-embeds, so the test needed an embedding endpoint that CI does not have.
Write the row through the repository instead, matching how the rest of the
file avoids the embedder.
2026-07-27 13:17:05 +03:00
Yiorgis Gozadinos
a602e0fbf5
Test vacuum against real table state 2026-07-27 12:11:01 +03:00
Yiorgis Gozadinos
f96a428ef1
Fix defects found reviewing the coverage work
check_source_accessible narrowed its handler to ValueError, but Path.exists
re-raises errno values outside its ignored set (EACCES, ENAMETOOLONG). Those
were swallowed before and now escaped into the rebuild sweep the guard exists
to protect. Catch OSError too.

Restore the arity guard in _common_path_prefix: without it an empty list
raises from min() and a single label yields a prefix covering the whole path.

Two tests would have hung rather than failed on regression (the vacuum skip
and the protected-wait cancellation); both are now bounded. The import
vacuum test raced against the done-callback that discards the task, and now
spies on the call instead, with a negative control.

Replace assertions that could not fail: blank-query search against an empty
corpus, a batch flush counted against an empty table, a picture description
asserting its own input state, and an FS scheme check with nothing on disk to
resolve. The get_model matrix asserted only the returned type across 26
cases and now pins the per-provider settings. The three batching tests now
count flushes, which revealed embed-only writes through chunks_table.add
rather than _flush_rebuild_batch.
2026-07-27 10:44:32 +03:00
Yiorgis Gozadinos
7ba78fdde3
Normalize pragma comments to the codebase's single-line form 2026-07-26 20:18:19 +03:00
Yiorgis Gozadinos
f6acb65e95
Reach and enforce 100% coverage
Cover the remaining paths in the client, context, downloads, title
generation, document tools and store models, and add fail_under=100 so
uncovered lines fail CI.

Six lines that no test can reach get a pragma with its reason: the docling
import guard, the nameless PDF attachment, the FS symlink OSError guard that
resolve(strict=False) absorbs, the docling bbox and LanceDB document-id
shape guards, the tag-retention branch vacuum makes unreachable, and Monty's
Rust-thread print callback.

Fix test_find_config_file_user_config, which wrote its config into the cwd it
had chdir'd to, so the cwd branch answered first and the user-directory
lookup it names was never exercised.
2026-07-26 20:11:02 +03:00
Yiorgis Gozadinos
7c120587f0
Cover sandbox VFS reads, binary part dedup and picture spans 2026-07-26 19:41:09 +03:00
Yiorgis Gozadinos
2afe1bd28c
Cover store engine and repository paths
Add vector-index creation tests including the warned failure, chunk
repository get_by_id, list_all pagination, blank-query and precomputed-vector
search, the unknown-score-column guard, settings row recreation, and
replace_for_document with no items.
2026-07-26 19:36:37 +03:00
Yiorgis Gozadinos
dc5ad8f699
Cover the rebuild paths
Add tests for the vacuum-failure warning, documents deleted mid-rebuild,
chunkless documents, batch flushes in the embed-only, descriptions and full
paths, a missing docling blob under rechunk, missing and recoverable picture
bytes, and the source-missing fallback. Direct-call tests cover the staging
helpers and the idempotent phase-1 marker.
2026-07-26 19:32:09 +03:00
Yiorgis Gozadinos
7c76c3399e
Cover get_model provider branches and visualize_chunk edge paths
Parametrize the get_model tests whose only assertion was the returned model
type, extending the table to the reasoning-off, groq-parsed and Bedrock
o-series/qwen/unmapped branches. Fold format_citations_no_title into the
superset test that already covered its scenario.

Add tests for cosine_similarity on parallel vectors, multi-citation Rich
rendering, picture rendering with missing and undecodable bytes, a missing
docling distribution, and the visualize_chunk short-circuits for absent
documents, absent rasters and refless chunks.
2026-07-26 19:23:54 +03:00
Yiorgis Gozadinos
1e8e5e9f6f
Cover MCP, ingester and converter error paths
Add tests for the MCP tools' degradation contracts, malformed WebDAV
multistatus bodies, dry-run poller sweeps including the circuit-open and
discover-failure paths, FS source scheme and symlink handling, docling-serve
zip parsing, and the remaining embedding and reranker helpers. Parametrize
_strip_etag.

Drop the misplaced pragma on the analyze handler, which sat on the return and
left the except uncovered. Add one on the FS symlink OSError guard, which
resolve(strict=False) absorbs for every real link.
2026-07-26 19:14:26 +03:00
Yiorgis Gozadinos
dddaf0f84c
Remove unreachable code and fix two defects it surfaced
Delete repository methods with no callers (SettingsRepository CRUD,
ChunkRepository.update/delete/get_chunks_in_range), the DataFrame branch of
_process_search_results whose only caller always passes a query, and guards
that cannot be reached from their call sites: the rebuild mode=None default,
the staging drop already performed by _resolve_rebuild_recovery, the empty
batch skip, two context fast paths, the doctor prefix guard, the poller
_task attribute that is never assigned, and a docling caption fallback for
a field name no item class defines.

set_haiku_version built a recreated settings row from the process-global
Config rather than the store's own, so a store opened with a custom config
stamped global settings into the database.

check_source_accessible called urlparse outside its try block, so a stored
URI with a malformed IPv6 host raised ValueError instead of reporting the
source as inaccessible, aborting the whole rebuild sweep.
2026-07-26 18:45:48 +03:00
Yiorgis Gozadinos
e2b273ee2a
Consolidate duplicated client-side tests
Parametrize sibling tests that differed only in a literal value, and fold
two strict-subset tests into the survivors that already covered their
scenario. Every case that ran before still runs; the union of assertions
is applied to each case, strengthening list_all, get_pages_data and
resolve_doc_items.

Replace four hand-rolled log-capture handlers with a shared
capture_logs() contextmanager in conftest.

13 fewer test functions, 348 fewer lines.
2026-07-26 13:30:59 +03:00
Yiorgis Gozadinos
c716be9640
cover the mcp path with no images 2026-07-25 15:00:36 +03:00
Yiorgis Gozadinos
cdaeaa94e6
Constrain the chat prompt container height 2026-07-25 14:40:40 +03:00
Yiorgis Gozadinos
93824cdee5
Surface database-open errors in the TUIs
ChatApp and InspectorApp assigned self.client before __aenter__
completed, so a failed open was masked by an AttributeError from
on_unmount tearing down the never-opened client.
2026-07-25 11:27:29 +03:00
Yiorgis Gozadinos
5f4c73f89f
Add image attachment to the chat TUI 2026-07-25 10:58:08 +03:00
Yiorgis Gozadinos
c62fd78c7a
Accept images on CLI ask/analyze and MCP tools 2026-07-25 10:35:25 +03:00
Yiorgis Gozadinos
4c5050d161
Accept images on ask/analyze 2026-07-25 10:23:55 +03:00
Yiorgis Gozadinos
55351a8829
Merge leading system messages for OpenAI-compatible endpoints 2026-07-24 16:57:55 +03:00
Yiorgis Gozadinos
f87fabe556
Make the capability image-attachment gate a vision bool 2026-07-24 16:00:01 +03:00
Yiorgis Gozadinos
6c5bc0aae1
Gate combined-chat capability vision on the driving model 2026-07-24 15:27:20 +03:00
Yiorgis Gozadinos
597808c56e
Fix chat analysis-model selection, AG-UI example state, and chat docs
Drive analysis-only chat with analysis.model (falling back to qa.model) so
the running model matches the one the analysis capability configures,
including its vision flag; RAG-bearing chats still run on qa.model.

Give the AG-UI example state-bearing deps and a final STATE_SNAPSHOT so
registered citations reach the client, mirroring the app backend.

Update chat docs: haiku-rag chat uses --capability/-c, and drop the removed
"View state" command-palette entry.
2026-07-24 15:27:20 +03:00
Yiorgis Gozadinos
b8dcb066dc
Port cite partial-success feedback to capabilities 2026-07-24 15:27:19 +03:00
Yiorgis Gozadinos
175929f23a
Improve coverage 2026-07-24 15:26:18 +03:00
Yiorgis Gozadinos
77585ef26a
fix per-question capability limits and tool isolation 2026-07-24 15:26:18 +03:00
Yiorgis Gozadinos
43c17a6777
fix capability execution limits and chat loading 2026-07-24 15:26:17 +03:00
Yiorgis Gozadinos
22ffd5e92e
Add max retries=3 back 2026-07-24 15:26:17 +03:00
Yiorgis Gozadinos
9deb1f2bd4
replace haiku.skills with native Pydantic AI capabilities 2026-07-24 15:26:17 +03:00
Yiorgis Gozadinos
35b8b046ce
Cover the detached-chunk guard in the multimodal rerank search test 2026-07-24 13:07:39 +03:00
Yiorgis Gozadinos
543aba7547
Multimodal reranking: send picture chunks to vllm rerankers as images
reranking.multimodal (vllm provider only) attaches picture bytes to
synthetic picture chunks before rerank; VLLMReranker sends them as
content-parts documents (base64 data URI + description text) in the
same /v1/rerank request as plain text documents.
2026-07-24 12:29:20 +03:00
Yiorgis Gozadinos
0308220769
Read verbs skip the embeddings config-compatibility check 2026-07-24 12:14:31 +03:00
Yiorgis Gozadinos
d9cc9a4eea
Narrow AutoTokenizer type for transformers 5 2026-07-23 12:01:28 +03:00
Yiorgis Gozadinos
75a21c82c2
Search results and citations carry document metadata 2026-07-23 10:23:48 +03:00
Yiorgis Gozadinos
8bf569ef89
cite reports unresolvable chunk ids on partial success 2026-07-22 11:56:56 +03:00
Yiorgis Gozadinos
3034280c78
Skip embedding validation on document deletion 2026-07-22 10:48:00 +03:00
Yiorgis Gozadinos
1ed424b50d
Serialize metadata-only document updates with the write lock 2026-07-16 13:11:35 +03:00
Yiorgis Gozadinos
f02cde5ddf
Fix same-tick cancellation losing recovery results in _wait_protected 2026-07-16 13:11:35 +03:00
Yiorgis Gozadinos
dd2817ff6d
Protect tag-creation cleanup from cancellation 2026-07-16 13:11:35 +03:00
Yiorgis Gozadinos
1f88944ada
Protect restore rollback from cancellation; report delete_tag listing failures 2026-07-16 13:11:34 +03:00