Yiorgis Gozadinos
4aee18dcbe
Operator dashboard at GET /; tighten Logfire span shape
...
Self-contained HTML status page served from the ingester's FastAPI app.
Polls /health, /sources, /stats, /jobs?status={claimed,dead,succeeded}
every 3s from the browser and renders queue chips, sources with
last-poll/skip-reason/circuit state, active jobs with cancel, recent
failures with retry, and recently-completed feed with op badges so
DELETE rows are visually distinct from UPSERTs. Zero external deps —
single static HTML, no CDN, no fonts, no images. Works offline.
To support the dashboard:
- New /stats endpoint exposing rolling throughput (5m/30m/1h), worker
occupancy, oldest-queued age, and per-source DLQ + queue-depth
breakdowns. Each field is a single SQL aggregation against the queue.
- JobRepo gains count_succeeded_since, oldest_queued_age_seconds,
counts_by_source.
- SourceSummary gains last_skip_reason. BasePoller now records the
reason the most recent sweep attempt was skipped ("pending_work" /
"circuit_open"), cleared on the next successful poll. Closes the
gap where operators couldn't tell from /sources alone why a source
wasn't picking up new work.
Auth: dashboard route is unauthenticated (markup only). The JS attaches
the bearer to its own JSON fetches; on 401 it prompts once and stashes
the token in localStorage.
Two Logfire fixes that landed alongside:
- Drop logfire.instrument_fastapi() and the [fastapi] extra. The control
plane is polled frequently (dashboard + docker healthcheck), so every
endpoint became a span and drowned the useful traces. logfire itself
stays — pulled in transitively via pydantic-ai-slim[logfire] — so
ingester.poller.* / ingester.job / document.* spans keep emitting.
- Wrap FSPoller._handle_watch_change in an ingester.poller.watch_event
span and pass _enqueue_extra. Without this, the watchfiles callback
ran with no active context, the _otel carrier in job.extra was empty,
and the worker's ingester.job span surfaced as an orphan trace root
instead of nesting under the FS event that caused it.
2026-05-26 11:44:47 +03:00
Yiorgis Gozadinos
5affe70eae
Cover unparseable-metadata path
2026-05-26 11:44:47 +03:00
Yiorgis Gozadinos
9ca06df745
Bound pdf_split memory + release lock between slices
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
c2f681dd78
constant-time auth, migration short-circuit
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
da3cfe1a58
Release claim on jobs when cancelled
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
14beba6786
Lock pypdfium2 under concurrent workers; per-slice convert spans
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
ba623b0862
mark event-loop glue + defensive guards as no-cover
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
ed36cc2230
typed UnsupportedSourceError replaces pipeline string-marker matching
2026-05-26 11:44:46 +03:00
Yiorgis Gozadinos
57e89426ea
regex-based _strip_etag with weak-marker test
2026-05-26 11:44:45 +03:00
Yiorgis Gozadinos
6bcc2f6357
PDF split-convert-merge for memory-bound large PDFs
2026-05-26 11:44:45 +03:00
Yiorgis Gozadinos
f4468b65ee
Add --host, --port to ingester cli, update docker compose example
2026-05-26 11:44:45 +03:00
Yiorgis Gozadinos
ec94426556
HTTPSource.head() returns ETag for the revision short-circuit
2026-05-26 11:44:45 +03:00
Yiorgis Gozadinos
055fd23d5d
round-robin docling-serve across multiple base_urls
2026-05-26 11:44:45 +03:00
Yiorgis Gozadinos
5ccbadde0a
Handle shutdown more gracefully, by stopping pollers and cancelling jobs after timeout. Skip periodic poll if a source has pending jobs
2026-05-26 11:44:03 +03:00
Yiorgis Gozadinos
65c309e12b
Handle WebDAV as source
2026-05-26 11:43:30 +03:00
Yiorgis Gozadinos
13cbadeb6f
canonical metadata keys: source_revision + content_type, bump to 0.50.0
2026-05-26 11:43:30 +03:00
Yiorgis Gozadinos
fa672c298a
logfire spans for the ingester, nested poller/job/document traces
2026-05-26 11:42:42 +03:00
Yiorgis Gozadinos
6d15f1f247
fix URL-decode file:// paths before stat/exists checks
2026-05-26 11:42:42 +03:00
Yiorgis Gozadinos
7ea61a7b10
drop the old monitor, rename serve→mcp, add e2e tests
2026-05-26 11:42:41 +03:00
Yiorgis Gozadinos
1ca3c25a83
logging, sqlite cursors
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
de3b3fa1c9
HTTP control plane
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
75c3896588
additional config, pollers, serve
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
bdcc1caa49
worker pool, rety policy, pipeline
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
4b3641244c
SQLite queue + haiku-ingester CLI skeleton
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
717fc3320b
route create_document_from_source through source adapters
2026-05-26 11:41:54 +03:00
Yiorgis Gozadinos
b9637cd625
add HTTP and S3 source adapters + resolve_fetcher
2026-05-26 11:41:53 +03:00
Yiorgis Gozadinos
d0a730ef60
ingester: add source-adapter scaffolding + FS source
2026-05-26 11:41:53 +03:00
Yiorgis Gozadinos
8e9e84132e
drop list_documents/get_document from default RAG skill
2026-05-26 11:35:43 +03:00
Yiorgis Gozadinos
260b8e8b09
Merge pull request #382 from ggozad/chore/updates
...
Prepare for pydantic-ai 2.0, update haiku.skills
2026-05-21 14:30:55 +03:00
Yiorgis Gozadinos
188d35023f
rotate chat TUI conversation id per launch / clear-chat
2026-05-21 14:21:51 +03:00
Yiorgis Gozadinos
80e3ae0280
clean up deprecation warnings: docling annotations + haiku.skills 0.17.1
2026-05-21 13:45:40 +03:00
Yiorgis Gozadinos
d14bf88096
fix migration failures on pre-v0.48.0 document_items schemas
2026-05-21 10:53:21 +03:00
Yiorgis Gozadinos
6690953480
fix mxbai reranker crash in chat TUI
2026-05-20 17:18:57 +03:00
Yiorgis Gozadinos
b48ac2fdd0
sandbox + cite: guard sort precondition; require rag in cite fallback
2026-05-20 13:02:25 +03:00
Yiorgis Gozadinos
f9392cee46
evaluations: judge model moves to config.evaluations.judge
2026-05-20 12:56:22 +03:00
Yiorgis Gozadinos
8c57a3ca99
Drop the multi-agent research workflow
2026-05-20 12:46:48 +03:00
Yiorgis Gozadinos
a317a951d9
CLI citations: compact panel, inline figures, doc/chunk IDs in footer
2026-05-20 12:00:24 +03:00
Yiorgis Gozadinos
3858ab905a
toc.json nodes carry chunk_ids; fix cite to accept DB-resolvable chunk_ids
2026-05-20 11:37:35 +03:00
Yiorgis Gozadinos
04eeec77d2
per-doc lazy items/toc cache; index document_items for fast per-doc lookup
2026-05-20 10:08:25 +03:00
Yiorgis Gozadinos
e3314e36fd
search: only attach picture bytes from pre-expansion chunks
2026-05-19 15:03:22 +03:00
Yiorgis Gozadinos
e8c61ad0c6
items.jsonl exposes chunk_ids per row; drops position and tree_depth
2026-05-19 14:20:11 +03:00
Yiorgis Gozadinos
6f95e2bc27
Delete the standalone QA and analysis agents
2026-05-19 11:39:20 +03:00
Yiorgis Gozadinos
947a26b391
client.analyze routes through the rag-analysis skill; drop documents= and AnalysisResult.program. Re-record all cassettes that are relevant
2026-05-19 10:46:32 +03:00
Yiorgis Gozadinos
d96d2eeb0f
client.ask routes through the rag skill; always show citations in CLI
2026-05-19 10:19:39 +03:00
Yiorgis Gozadinos
57d077e2c3
cite raises ModelRetry on unresolved chunk_ids
2026-05-18 16:49:44 +03:00
Yiorgis Gozadinos
87c551c892
Cover 0.48.0 migration
2026-05-18 16:49:44 +03:00
Yiorgis Gozadinos
3b6bef3bfb
Rename get_captions_for_chunk() to get_text_for_refs()
2026-05-18 16:49:44 +03:00
Yiorgis Gozadinos
74dea65f21
analysis.model inherits qa.model when unset; per-skill vision gate
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
52e93d08eb
Explain why no images in sandbox search(). We might want to add show_image() back in the future.
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
c562c397f9
move analysis skill toward search-first; document VFS doc_id vs uri
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
514b0c51f8
surface figure captions in search results, lower search.limit to 5
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
e51841b924
Drop list_documents from analysis skill
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
68388032be
consolidate #/pictures/ prefix, tighten CHANGELOG, log migration exc_info
2026-05-18 16:49:43 +03:00
Yiorgis Gozadinos
f13461cdca
route figures through cite, drop show_image
2026-05-18 16:48:34 +03:00
Yiorgis Gozadinos
387c4f12a9
multimodal sandbox: show_image + picture_refs, drop llm
2026-05-18 16:48:34 +03:00
Yiorgis Gozadinos
2831030f9b
expose toc.json + heading_level/tree_depth in analysis VFS
2026-05-18 16:48:34 +03:00
Yiorgis Gozadinos
1360303edf
persist docling heading hierarchy on document_items
2026-05-18 16:48:34 +03:00
Yiorgis Gozadinos
f208730a5b
Merge pull request #374 from tseaver/feat-cli-search_type
...
feat: add '--search-type' option to CLI 'search'
2026-05-18 16:39:28 +03:00
Tres Seaver
8026693450
chore: ruff format
2026-05-18 09:31:38 -04:00
Tres Seaver
ad0161e6da
chore: isort
2026-05-18 09:31:12 -04:00
Tres Seaver
f9ce3bc401
refactor: move 'SearchType' to 'store.models.chunk'
2026-05-18 09:27:34 -04:00
Tres Seaver
d7e96f2658
fix: typo
2026-05-18 09:17:53 -04:00
Tres Seaver
4feac9683a
fix: default 'search_type' to None
2026-05-18 09:17:09 -04:00
Yiorgis Gozadinos
04415a9d09
bump pydantic-monty, refresh deps, cap transformers<5
2026-05-18 16:02:55 +03:00
Yiorgis Gozadinos
1df6530d03
Bump pydantic-ai, prepare for 2.*
2026-05-18 15:14:29 +03:00
Tres Seaver
b331dd0b76
fix: default 'search_type' to 'None' in 'client.search.search'
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Apply 'hybrid' default only for text queries.
2026-05-18 06:52:03 -04:00
Tres Seaver
5079205d3d
fix: use 'SearchType' for 'ChunkRepository.search'
2026-05-18 06:50:49 -04:00
Tres Seaver
7953de46b9
fix: declare 'SearchType' for 'search_type' arg
...
fix: allow 'search_type' only for text searches
2026-05-18 06:35:51 -04:00
Tres Seaver
b2ffc50168
WIP: add '--search-type' option to CLI 'search'
2026-05-18 06:35:50 -04:00
Yiorgis Gozadinos
5de4d50622
coverage
2026-05-14 15:54:43 +03:00
Yiorgis Gozadinos
57f273e000
Minor fixes, CI should build
2026-05-14 15:43:36 +03:00
Yiorgis Gozadinos
519afe6709
Add cross-encoder reranking provider
2026-05-14 15:43:35 +03:00
Yiorgis Gozadinos
dbb87e091f
Ensure schema parity for _StagingChunkRecord
2026-05-14 15:11:18 +03:00
Yiorgis Gozadinos
849eca94d0
Make rebuild --embed-only idempotent across crashes
2026-05-14 15:02:12 +03:00
Yiorgis Gozadinos
a035b0f9e4
Stream rebuild --embed-only through a staging table to bound memory
2026-05-14 15:02:12 +03:00
Yiorgis Gozadinos
a98ddc14b8
Replace picture_description.enabled with processing.pictures enum
2026-05-13 16:22:44 +03:00
Yiorgis Gozadinos
bdab201c42
Merge pull request #371 from ggozad/fix/image-results
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Verify picture bytes before attaching to multimodal tool returns
2026-05-13 16:19:09 +03:00
Yiorgis Gozadinos
a6e5664c78
Verify picture bytes before attaching to multimodal tool returns
2026-05-13 16:01:39 +03:00
Yiorgis Gozadinos
072edad62f
Merge pull request #368 from ggozad/feat/relax-compat-check
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Relax embedding compatibility check to vector_dim only
2026-05-13 15:43:37 +03:00
Yiorgis Gozadinos
701e9d3632
Relax embedding compat check to vector_dim only
2026-05-13 14:44:18 +03:00
Yiorgis Gozadinos
8b135c4d4d
Expose embedding batch size as config
2026-05-13 14:09:47 +03:00
Yiorgis Gozadinos
c6cd847299
Add ModelConfig.extra_body for raw provider pass-through
2026-05-13 13:45:09 +03:00
Yiorgis Gozadinos
0f4c4af495
Cache the chunking tokenizer to avoid HF Hub 429
2026-05-13 13:32:24 +03:00
Yiorgis Gozadinos
d512f9fbd1
Disable Typer locals in CLI tracebacks
2026-05-13 13:24:05 +03:00
Yiorgis Gozadinos
bf1cd68f64
Preserve cause chain on docling wrapper exceptions
2026-05-13 12:18:53 +03:00
Yiorgis Gozadinos
674b80e8c9
Support streaming for markdown
2026-05-12 16:01:42 +03:00
Yiorgis Gozadinos
afd4665517
Thread source_uri through URL ingest
2026-05-12 15:13:02 +03:00
Yiorgis Gozadinos
a25d9699ee
Wire per-format options across docling-local
2026-05-12 15:02:59 +03:00
Yiorgis Gozadinos
ef82e6eb08
swap aioboto3 for obstore in the S3 client path
2026-05-11 11:29:42 +03:00
Yiorgis Gozadinos
37099988a6
poll S3 prefixes with S3Watcher and wire into serve
2026-05-11 11:28:40 +03:00
Yiorgis Gozadinos
d009da06d6
support s3:// document sources
2026-05-11 11:28:31 +03:00
Yiorgis Gozadinos
387032511e
Simplify
2026-05-08 12:11:25 +03:00
Yiorgis Gozadinos
788fac422e
Clean up migration
2026-05-08 11:52:57 +03:00
Yiorgis Gozadinos
e55e3d13c8
fix _patch_picture_descriptions silently dropping docling_pages
2026-05-06 12:57:41 +03:00
Yiorgis Gozadinos
75f75ec505
render attached pictures in inspector context modal under qa.model.vision
2026-05-06 12:00:12 +03:00
Yiorgis Gozadinos
7fac35d2af
rename embed_image_query to embed_image; run description check on text path
2026-05-05 16:15:47 +03:00
Yiorgis Gozadinos
1ccb5b5fad
auto-append /v1 to vllm base_url, matching ollama behavior
2026-05-05 16:08:14 +03:00
Yiorgis Gozadinos
4478b7ce2b
test v0.45.0 migration
2026-05-05 16:06:14 +03:00
Yiorgis Gozadinos
c96894a0f0
fix cross-document picture dedup in agent and skill search tools
2026-05-05 15:56:10 +03:00
Yiorgis Gozadinos
61a88edfd8
drop bogus deprecation warning for processing.pictures
2026-05-05 14:46:41 +03:00
Yiorgis Gozadinos
49274ab51b
attach picture bytes through skill search and document the schema
2026-05-05 14:33:57 +03:00
Yiorgis Gozadinos
ffc7b95375
yield per document during rebuild for live progress reporting
2026-05-05 14:04:37 +03:00
Yiorgis Gozadinos
a45d82f206
Update benchmark
2026-05-05 13:58:48 +03:00
Yiorgis Gozadinos
dca3188a48
hydrate documents lazily during rebuild
2026-05-05 12:47:45 +03:00
Yiorgis Gozadinos
ff82d36c2f
add rebuild --descriptions: run VLM over stored picture bytes only
2026-05-05 12:02:46 +03:00
Yiorgis Gozadinos
5fad0aa5c6
warn when picture descriptions silently fail to come back
2026-05-05 11:44:18 +03:00
Yiorgis Gozadinos
2038d43435
collapse pictures enum to picture_description.enabled boolean
2026-05-05 11:16:08 +03:00
Yiorgis Gozadinos
e88321767d
always store picture bytes; collapse converter to a single zip path
2026-05-05 10:40:40 +03:00
Yiorgis Gozadinos
ee41bc676f
remove defensive code
2026-05-04 15:12:27 +03:00
Yiorgis Gozadinos
e8d89aa035
dedup picture-only chunks at the search-result layer
2026-05-04 13:31:15 +03:00
Yiorgis Gozadinos
aa3e9406cf
auto-append /v1 to per-model Ollama base_url, fix flaky tests
2026-05-04 13:12:37 +03:00
Yiorgis Gozadinos
65d9c74224
expose image-as-query through MCP and the CLI.
2026-05-04 11:46:45 +03:00
Yiorgis Gozadinos
ff656504d3
make client.search() polymorphic on query type: str | bytes | PIL.Image.Image. Bytes/PIL queries embed via embed_image_query and run vector-only against the chunks table
2026-05-04 11:22:22 +03:00
Yiorgis Gozadinos
21f12cd770
add vision: bool flag on ModelConfig (default False). Gate the agent search tool's BinaryContent attachment on qa.model.vision so picture bytes are only sent to vision-capable QA models.
2026-05-04 10:47:21 +03:00
Yiorgis Gozadinos
6037f26673
drop mlx
2026-05-03 19:05:49 +03:00
Yiorgis Gozadinos
c9227c649f
emit synthetic picture chunks at ingest under multimodal embedders.
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processing.chunk() merges text chunks with one synthetic Chunk per PictureItem-with-bytes,
sorted by iterate_items() position so chunk.order is structural.
embed_chunks dispatches on a Chunk._picture_data PrivateAttr
(text through embed_documents, picture through embed_image_query)
2026-05-03 17:04:43 +03:00
Yiorgis Gozadinos
a36f920f5d
drop the batched embed_images method from multi-modal embedders
2026-05-03 16:21:47 +03:00
Yiorgis Gozadinos
37215f1a00
add multimodal embedder support for vllm and mlx
2026-05-03 10:57:56 +03:00
Yiorgis Gozadinos
75c8e83515
Allow uri override on create_document_from_source
2026-04-30 16:36:35 +03:00
Yiorgis Gozadinos
4c9ef81fc6
drop the existing-row-not-found guard from the 0.45.0 picture-bytes migration.
2026-04-30 15:48:03 +03:00
Yiorgis Gozadinos
b290bbe82d
rename document_items repository's _LIGHT_COLUMNS to _METADATA_COLUMNS
2026-04-30 15:43:03 +03:00
Yiorgis Gozadinos
875c635a77
have rebuild --rechunk re-chunk from the stored docling blob instead of re-converting from the markdown export
2026-04-30 15:30:24 +03:00
Yiorgis Gozadinos
7831057339
add processing.pictures enum (none|description|image), replacing the implicit pair of generate_picture_images+picture_description.enabled flags
2026-04-30 14:26:14 +03:00
Yiorgis Gozadinos
b01c649684
surface picture image bytes in SearchResult and emit multimodal ToolReturn from the agent search tool
2026-04-30 12:43:05 +03:00
Yiorgis Gozadinos
6a77ce92a9
extract picture bytes to document_items.picture_data at ingest, strip them from the docling_document blob, and add 0.45.0 migration to backfill existing
...
databases
2026-04-30 11:26:37 +03:00
Yiorgis Gozadinos
191cdc636b
retrieve picture image bytes via referenced+zip path, fix docling-serve not returning images even when set to do so. Remove xfail from relevant test
2026-04-30 11:23:29 +03:00
Yiorgis Gozadinos
dc16f74b58
add picture_data column to document_items
2026-04-30 11:23:29 +03:00
Yiorgis Gozadinos
5f08a2a8ae
Adapt rag SKILL.md in order to improve citation rate
2026-04-28 14:51:28 +03:00
Yiorgis Gozadinos
7685a592c2
bump haiku.skills to 0.16.0
2026-04-28 12:03:14 +03:00
Tres Seaver
0d70f4aec6
fix: pass absolute 'db_path' to 'lancedb.connect_async'
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Closes #354 .
2026-04-24 17:59:01 -04:00
Yiorgis Gozadinos
821b7361e9
Push document-id filter into chunk search query
2026-04-24 16:07:07 +03:00
Yiorgis Gozadinos
31fc22ce9d
List tables consistently
2026-04-24 15:57:07 +03:00
Yiorgis Gozadinos
cd4224a727
drop private title/embedding forwarders from HaikuRAG
2026-04-24 15:52:50 +03:00
Yiorgis Gozadinos
b23bad32c3
Check table_names() before dropping chunks in recreate_embeddings_table
2026-04-24 15:32:06 +03:00
Yiorgis Gozadinos
729899299b
Log post-rebuild vacuum failures and clarify vacuum-await scope
2026-04-24 15:31:36 +03:00
Yiorgis Gozadinos
258ffa41fa
Improve test coverage
2026-04-24 14:43:59 +03:00
Yiorgis Gozadinos
aca3ccc29f
Close connections if __aenter__ fails mid-initialization
2026-04-24 14:43:59 +03:00
Yiorgis Gozadinos
3224d1f20c
Extract document orchestration into client/documents.py
2026-04-24 14:43:59 +03:00
Yiorgis Gozadinos
cb02a2c3d8
Extract rebuild machinery into client/rebuild.py
2026-04-24 14:43:59 +03:00
Yiorgis Gozadinos
528acb79a3
Extract LLM agents into client/agents.py
2026-04-24 14:43:58 +03:00
Yiorgis Gozadinos
12939f1444
Extract search, expand_context, visualize_chunk into client/search.py
2026-04-24 14:43:58 +03:00
Yiorgis Gozadinos
d4ecebf896
Extract processing primitives into client/processing.py
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
b5e480bfa1
Extract title generation into client/titles.py
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
e814459e1f
Extract download_models into client/downloads.py
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
43f2774c14
Turn client.py into a client/ package
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
d0ed9e213f
Pin FTS search column to content_fts
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
a74c3a6f9e
Satisfy ty by adding a typed to_pydantic helper
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
b6ea07d2de
Track all in-flight background vacuum tasks, not just the last one
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
57385506c1
Fix is_new_db detection when create=True is passed on an existing DB
2026-04-24 14:42:53 +03:00
Yiorgis Gozadinos
82fd10e0ee
Migrate LanceDB to native async API
...
Convert all LanceDB operations from sync calls wrapped in async
functions to the native async API (connect_async, AsyncConnection,
AsyncTable, AsyncQuery). Database I/O no longer blocks the event loop.
- Store and HaikuRAG use async context managers (async with). Store
initialization is deferred to __aenter__; direct construction
without async with is no longer supported.
- Index creation uses config objects (FTS, BTree, IvfPq) instead of
string-based index_type parameter.
- Upgrade callbacks are async.
- HaikuRAG tracks background vacuum tasks and awaits them in __aexit__
and before destructive rebuild operations to avoid races with
concurrent table mutations.
- temp_db_path fixture uses pytest's tmp_path for reliable async
cleanup.
2026-04-24 14:42:52 +03:00
Yiorgis Gozadinos
84c5391259
Merge pull request #353 from ggozad/feat/better-visual-highlight
...
Tone down the yellow colour in visual highlights
2026-04-24 14:41:27 +03:00
Yiorgis Gozadinos
cb9360ef7b
fix chat TUI citation rendering after state flattening
2026-04-24 13:48:57 +03:00
Yiorgis Gozadinos
a833e58d54
Tone down the yellow colour in visual highlights
2026-04-24 10:31:43 +03:00
Yiorgis Gozadinos
ae2b8461be
flatten skill state citations from list[list[str]] to list[str]
2026-04-22 16:50:13 +03:00
Yiorgis Gozadinos
206c4ffcf2
address review: top-level AnalysisRunDeps import, asserts, e2e tests
...
- Move AnalysisRunDeps to the module-level import in _tools.py.
- Swap the RuntimeError guards in _require_rag and execute_code for
plain asserts with the same diagnostic messages. Apply the same
treatment to the ty-reachability guard in Sandbox._ensure_initialized.
- Add end-to-end lifespan tests for both skills that drive _run_skill
with TestModel, covering the sub-agent entry path that the existing
tool-level tests bypass.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-22 15:04:24 +03:00
Yiorgis Gozadinos
9067b89d2f
fix convert() misreading text content that starts with a URL
2026-04-22 14:47:23 +03:00
Yiorgis Gozadinos
f0016ebcd2
scope citations, searches, and executions to the current invocation
2026-04-22 13:53:39 +03:00
Yiorgis Gozadinos
4a9dd9b49a
persist sandbox variables across execute_code calls within one invocation
2026-04-22 13:30:38 +03:00
Yiorgis Gozadinos
4e9c02afc2
open one HaikuRAG client per skill invocation via lifespan
2026-04-22 13:13:42 +03:00
Yiorgis Gozadinos
eb4e1721ce
remove dead code, add tool descriptions in frontend, update changelog
2026-04-20 15:38:17 +03:00
Yiorgis Gozadinos
ff8ad0879c
fix context expansion: respect section boundaries, remove max_context_items
2026-04-20 15:18:16 +03:00
Yiorgis Gozadinos
af7731f4e1
bulk-fetch items.jsonl via lazy cache to avoid per-document query timeout
2026-04-20 14:25:16 +03:00
Yiorgis Gozadinos
cd0c21c996
remove cited_chunks from analysis agent, hoist _deny_write out of loop
2026-04-20 14:05:10 +03:00
Yiorgis Gozadinos
579e609ae1
revert REPL persistence: fresh sandbox per execute_code call
2026-04-20 12:48:05 +03:00
Yiorgis Gozadinos
9d921b13fe
reset sandbox per skill invocation to prevent state leaks
2026-04-20 12:18:14 +03:00
Yiorgis Gozadinos
167c837514
repository methods, module-level executor, read-only VFS
2026-04-20 11:57:39 +03:00
Yiorgis Gozadinos
27c5defdbb
Improve analysis SKILL.md
2026-04-20 11:38:09 +03:00
Yiorgis Gozadinos
4d75943df5
use MontyRepl for persistent variables across execute_code calls
2026-04-20 10:47:50 +03:00
Yiorgis Gozadinos
68a9f191d2
Remove documents from state, fix tests
2026-04-20 09:48:18 +03:00
Yiorgis Gozadinos
d52f453c44
flatten skill architecture: replace ask/analyze/research with direct tools
2026-04-17 18:35:17 +03:00
Yiorgis Gozadinos
20e40d75f9
add collapsible program display to chat TUI
...
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-17 18:35:17 +03:00
Yiorgis Gozadinos
7d98d0ec57
add citation support to analysis agent
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
cf89ff55cd
When setting --model, set all subagents as well
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
aa4ce07dc9
remove filter parameter from analyze skill tool and clean up unused filter helpers
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
2a0e89bbe7
add --skill flag to chat TUI for rag and analysis skills
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
a45820dbf7
add document virtual filesystem to analysis sandbox
...
Replace get_document() and get_docling_document() with a VFS at
/documents/{id}/ with metadata.json (eager), content.txt (lazy),
and items.jsonl (lazy). Keep search(), list_documents() (now returns
all), and llm() as external functions.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
bacc21b38b
expose doc_item_refs and labels in sandbox search results
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
4118533db1
fold context expansion into sandbox search and remove get_context
2026-04-17 18:35:16 +03:00
Yiorgis Gozadinos
44fd0c9906
add get_context() to analysis sandbox and improve prompt
2026-04-17 18:32:45 +03:00
Yiorgis Gozadinos
d2b3ba1b59
rename RLM agent to analysis throughout the codebase
2026-04-17 18:32:01 +03:00
Yiorgis Gozadinos
499a843a43
remove unused create_analysis_toolset and AnalysisResult
2026-04-17 18:32:01 +03:00
Yiorgis Gozadinos
a1181ff52d
extract get_database_stats and share it across info, inspector, and backend
2026-04-17 15:33:30 +03:00
Yiorgis Gozadinos
a0a9a3410b
info: report partial stats and pending migrations on pre-migration DBs
2026-04-17 14:00:03 +03:00
Yiorgis Gozadinos
75c84805b4
Improve judge prompt, QA prompt, and raise max_searches to 5
2026-04-16 12:12:23 +03:00
Yiorgis Gozadinos
d3c8ed62a8
preserve original chunk when expansion produces less content
2026-04-16 12:11:54 +03:00
Yiorgis Gozadinos
e2bac1e887
deduplicate escape_sql_string into utils
2026-04-16 12:11:53 +03:00
Yiorgis Gozadinos
3c1a33779f
use windowed fetch for context expansion instead of loading all items
2026-04-16 12:11:53 +03:00
Yiorgis Gozadinos
b6113bf8ab
replace fixed-radius expansion with section-bounded algorithm
...
Context expansion is now automatic and structure-aware. For structured
documents, expands within the section containing the match. For sections
that exceed the budget or are too small, expands item-by-item outward
skipping noise labels. Unstructured documents use budget-based outward
expansion. Results sorted by relevance score.
2026-04-16 12:11:53 +03:00
Yiorgis Gozadinos
364b1bc509
add document_items table for fast context expansion
2026-04-16 12:11:53 +03:00
Yiorgis Gozadinos
e16c819e83
Adapt to new haiku.skills
2026-04-16 11:50:55 +03:00
Yiorgis Gozadinos
a51b922be3
fix skill analyze tool ignores state.document_filter
2026-04-09 15:29:20 +03:00
Yiorgis Gozadinos
99af4fe11d
fix skill list_documents tool ignores state.document_filter
2026-04-09 15:29:20 +03:00
Yiorgis Gozadinos
a118ee7aaa
Cleanup
2026-04-08 14:19:33 +03:00
Yiorgis Gozadinos
98641c24e4
S3 storage tests
2026-04-08 14:19:10 +03:00
Yiorgis Gozadinos
8e876ef28d
For remote stores, detect new db by checking if tables exist
2026-04-08 14:19:10 +03:00
Yiorgis Gozadinos
2522d46304
support remote storage in skill generator
2026-04-08 14:19:10 +03:00
Yiorgis Gozadinos
343bfd7199
guard app/UI filesystem checks for remote storage
2026-04-08 14:19:09 +03:00
Yiorgis Gozadinos
110accb8e7
Add ConnectionMode enum (LOCAL/CLOUD/OBJECT_STORAGE) and connect_lancedb() utility to support S3, GCS, Azure, and HDFS backends via storage_options.
2026-04-08 14:19:09 +03:00
Yiorgis Gozadinos
3fe953eccb
Minor fixes
2026-04-08 14:04:32 +03:00
Yiorgis Gozadinos
9c5bef163e
Use zstandard get_frame_parameters for max_output_size
2026-04-08 14:04:32 +03:00
Yiorgis Gozadinos
89e2a303e6
migration to split pages and re-compress with zstd
2026-04-08 14:04:32 +03:00
Yiorgis Gozadinos
53445b8722
Add docling_pages column to DocumentRecord/Document for separate page image storage.
2026-04-08 14:04:32 +03:00
Yiorgis Gozadinos
b614ef19e1
switch compression from gzip to zstd, use stdlib for python >= 3.14
2026-04-08 14:04:32 +03:00
Yiorgis Gozadinos
f8db7fccb6
fix: apply config.prompts.domain_preamble in generated skills
2026-04-08 13:54:53 +03:00
Yiorgis Gozadinos
8a24606784
Strip page images from DoclingDocument before validation, unless we use visualize_chunk()
2026-04-07 12:54:23 +03:00
Yiorgis Gozadinos
32258d4e2a
Add batching to embeddings for huge documents
2026-04-07 12:06:28 +03:00
Yiorgis Gozadinos
68c3fa0f79
Add order to SearchResult, add ChunkRepository.get_chunks_in_range(), to use them in _expand_with_chunks to fetch only nearby chunks
2026-04-07 12:04:05 +03:00
Yiorgis Gozadinos
6fdb15e3b2
Add DocumentRepository.get_docling_data() for lazy loading docling in expand_context
2026-04-07 11:19:04 +03:00
Yiorgis Gozadinos
52712dbdb2
Use .select() projection to fetch only id/uri/title/metadata in search
2026-04-07 11:04:40 +03:00
Yiorgis Gozadinos
e4dc60c4f1
Update core dependencies
2026-04-03 10:14:27 +03:00
Yiorgis Gozadinos
c4c90b3930
Propagate domain_preamble to skill instructions and main agent preamble
2026-04-01 13:13:36 +03:00
Yiorgis Gozadinos
15d94bfe7f
replace UUIDs with readable identifiers in citation text
2026-04-01 11:44:17 +03:00
Yiorgis Gozadinos
ef6c69e9a8
Fix typos
2026-03-28 10:01:46 +02:00
Tres Seaver
ed69bf4262
fix: include 'db_path'/'config' in 'extras'
...
fix: 'skills.rlm.create_skill' includes extras
Closes #329 .
Closes #330 .
2026-03-27 14:20:31 -04:00
Yiorgis Gozadinos
f4dd2dafc3
Use haiku.skills extras for passing utility functions
2026-03-27 11:31:10 +02:00
Yiorgis Gozadinos
5eb250af05
Fix broken textual detection in chat & inspect
2026-03-26 17:42:38 +02:00
Yiorgis Gozadinos
a07a64a31f
enable repeat_table_header for self-contained table chunks and docling-serve parity
2026-03-26 14:02:12 +02:00
Yiorgis Gozadinos
a3a1ad9811
detect per-document failure status in docling-serve chunker
2026-03-26 14:02:11 +02:00
Yiorgis Gozadinos
f6231c0b19
Require haiku.skills>=0.11.0
2026-03-26 13:48:27 +02:00
Yiorgis Gozadinos
1c9035ebb5
Add optional db_path and config params to generated skill create_skill()
2026-03-26 13:41:58 +02:00
Yiorgis Gozadinos
9d986421a0
add visualize_chunk to generated skills and built-in RAG skill
2026-03-26 11:41:22 +02:00
Yiorgis Gozadinos
ffc70be7b0
include SKILL.md and assets in generated skill package wheels. Add README to generated skills
2026-03-26 10:49:57 +02:00
Yiorgis Gozadinos
75b9a172cb
Minor fixes
2026-03-24 17:45:46 +02:00
Yiorgis Gozadinos
705ce80b4f
Allow all spec-compliant names
2026-03-24 17:27:56 +02:00
Yiorgis Gozadinos
7d50edea86
Fix validate_metadata layering and type annotations in _tools.py
2026-03-24 17:09:14 +02:00
Yiorgis Gozadinos
ce95234cc8
CLI for create-skill;
2026-03-24 15:44:46 +02:00
Yiorgis Gozadinos
26da4a0624
Skill generator core
2026-03-24 15:44:24 +02:00
Yiorgis Gozadinos
a778ea68a8
Extract reusable tool functions from skill implementations
2026-03-24 14:46:28 +02:00
Yiorgis Gozadinos
aa9fdf051d
Remove support for structured output
2026-03-24 14:11:43 +02:00
Yiorgis Gozadinos
ce320ca772
Update docling, docling-core and move to version 1.10.0 of DoclingDocument.
2026-03-23 17:34:06 +02:00
Yiorgis Gozadinos
fd327996b8
Configurable judge and reflect models for evaluations
2026-03-18 17:14:11 +02:00
Yiorgis Gozadinos
d4e34ab79f
Support for plantuml diagrams
2026-03-13 17:18:19 +02:00
Yiorgis Gozadinos
1d108b42ec
handle ActivitySnapshotEvent for skill sub-agent tool calls
2026-03-13 11:37:24 +02:00
Yiorgis Gozadinos
b09b45e8fa
Merge pull request #308 from ggozad/feat/rlm-monty-update
...
RLM monty update.
2026-03-13 11:23:39 +02:00
Tres Seaver
53481a7d7a
chore: suppress deprecation wwarning from 'lancedb'
2026-03-12 17:11:58 -04:00
Yiorgis Gozadinos
713e9087cc
Bump pydantic-monty to 0.0.8, remove regex external functions, update skill
2026-03-12 17:24:01 +02:00
Yiorgis Gozadinos
8c7eec8a8d
Strengthen cited chunk structured output description
2026-03-12 14:00:24 +02:00
Yiorgis Gozadinos
90fe624fa7
improve QA citation reliability via prompt and ID normalization
2026-03-12 11:50:46 +02:00
Yiorgis Gozadinos
b8c377da1e
Prevent read-only mode from creating tables in empty directories
2026-03-12 11:42:04 +02:00
Yiorgis Gozadinos
45e94ec67a
Set search limit to 10
2026-03-11 12:26:41 +02:00
Yiorgis Gozadinos
bf8eec68e3
Use dict-keyed counter for concurrent-safe search cap
2026-03-11 12:19:19 +02:00
Yiorgis Gozadinos
e2749ad2a6
Cap QA agent search iterations to reduce response time
2026-03-11 12:13:43 +02:00
Yiorgis Gozadinos
5a0430857f
Enable thinking by default for QA agent
2026-03-05 15:48:08 +02:00
Yiorgis Gozadinos
3cc2d5e19e
Set appropriate temperature and max_tokens defaults
2026-03-05 13:23:50 +02:00
Yiorgis Gozadinos
d460d553f3
Set repeat_table_header=False to match docling serve
2026-03-05 13:02:18 +02:00
Yiorgis Gozadinos
28e90e5a87
Auto-detect structured output mode from model profile. Remove the structured_output config field from ModelConfig.
2026-03-04 14:51:09 +02:00
Yiorgis Gozadinos
fdd7c21757
Add configurable structured output mode (tool vs native)
2026-03-04 13:35:32 +02:00
Yiorgis Gozadinos
3f02abbc70
Expose skill state metadata as module-level API
2026-03-04 11:38:00 +02:00
Yiorgis Gozadinos
034ee27daf
Use ToolOutput for structured output.
2026-03-03 16:14:45 +02:00
Yiorgis Gozadinos
1eca0fc308
Fix AGENT_PREAMBLE
2026-03-03 15:06:58 +02:00
Yiorgis Gozadinos
9a4cda1d65
Reinforce ask prompt in skill
2026-03-03 14:04:53 +02:00
Yiorgis Gozadinos
2566bf1a61
Adapt to haiku.skills streaming sub-agent ag-ui events
2026-03-03 11:16:44 +02:00
Yiorgis Gozadinos
1a3ea64aa6
Remove filter parameter from search and list_documents tools
2026-03-03 11:01:58 +02:00
Yiorgis Gozadinos
70273ecf5b
Remove filter from the search tool
2026-03-02 17:15:38 +02:00
Yiorgis Gozadinos
52ef983e75
Fix default chat model, default to config.qa.model
2026-02-28 14:00:40 +02:00
Yiorgis Gozadinos
27a71c7e01
Adapt skill usage to haiku.skills prompt builder. Closes #289
2026-02-28 13:34:54 +02:00
Yiorgis Gozadinos
e2bcbd8eea
Update docs, and download-models for title generation
2026-02-26 11:05:48 +02:00
Yiorgis Gozadinos
b5cb2852c4
Simplify _resolve_title()
2026-02-26 10:56:28 +02:00
Yiorgis Gozadinos
41f694d377
Better exception handling
2026-02-26 08:55:53 +02:00
Yiorgis Gozadinos
49f9843db3
add generate_title(), rebuild --title-only, and --title on add
2026-02-26 08:40:07 +02:00
Yiorgis Gozadinos
ae3469b282
add automatic title generation for documents
2026-02-25 17:12:24 +02:00
Yiorgis Gozadinos
6759a2e0a5
Give regex to monty as externals
2026-02-24 13:12:56 +02:00
Yiorgis Gozadinos
1ee9747551
Catch MontyRuntimeError from Monty() constructor
2026-02-24 12:11:20 +02:00
Yiorgis Gozadinos
380fc6c930
Consolidate prompt
2026-02-24 12:09:11 +02:00
Yiorgis Gozadinos
459fdfca71
Add get_docling_document external function to sandbox
2026-02-24 11:51:43 +02:00
Yiorgis Gozadinos
d3c6322481
Simplify sandbox with run_monty_async, replace manual ThreadPoolExecutor start/resume loop
2026-02-24 11:35:39 +02:00
Yiorgis Gozadinos
b9fa1a061f
Update monty
2026-02-24 09:55:45 +02:00
Yiorgis Gozadinos
017712c9b1
Update prompts & docs. Remove docker sandbox workflow
2026-02-24 09:55:45 +02:00
Yiorgis Gozadinos
c61ded1271
Replace Docker sandbox with pydantic-monty
2026-02-24 09:55:40 +02:00
Yiorgis Gozadinos
b23f99af06
Fix history too
2026-02-20 19:15:28 +02:00
Yiorgis Gozadinos
388e94ae80
info() should always be read-only
2026-02-20 19:13:45 +02:00
Yiorgis Gozadinos
cb5935a6fa
Show in tui and nextjs app what is being requested from a skill
2026-02-20 18:14:44 +02:00
Yiorgis Gozadinos
492f5cf1e4
Avoid mutable defaults
2026-02-20 17:59:35 +02:00
Yiorgis Gozadinos
d1fdbdeb21
Refactor MCP to use proper models, test
2026-02-20 17:39:02 +02:00
Yiorgis Gozadinos
69083c8cb4
Fix stale docs
2026-02-20 16:59:58 +02:00
Yiorgis Gozadinos
339ff15018
Update rlm SKILL.md
2026-02-20 16:45:41 +02:00
Yiorgis Gozadinos
5dd8a82d1f
Exclude TUI apps from coverage
2026-02-20 16:37:16 +02:00
Yiorgis Gozadinos
a1c09e1a47
Break apart RLM analysis as a separate skill
2026-02-20 16:37:15 +02:00
Yiorgis Gozadinos
37f28ea8de
Clean up stale references and dead code
2026-02-20 16:37:15 +02:00
Yiorgis Gozadinos
eb9436eb2a
Remove unused conversational output mode from research graph
2026-02-20 16:36:50 +02:00
Yiorgis Gozadinos
e6310fc484
Fix citations typing
2026-02-20 16:36:50 +02:00
Yiorgis Gozadinos
c567842420
Rewire document filter
2026-02-20 16:36:50 +02:00
Yiorgis Gozadinos
696f8598eb
Remove get_session_context, handle it automatically in ask()
2026-02-20 16:36:49 +02:00
Yiorgis Gozadinos
a7850e2210
Assign stable index to citations. Use a strong prompt preamble for our app agents
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
643ed20d6f
Rewrite chat TUI and app backend with haiku.skills
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
8176103eb0
Remove agents/chat/
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
ed89ff0fc9
Simplify tools/ — remove AG-UI state machinery, keep core toolsets
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
524647c501
Add unified RAG skill with session context and reuse existing tools;
2026-02-20 16:36:47 +02:00
Yiorgis Gozadinos
4855051936
Add research() to client and add haiku.skills dependency, remove --deep flag and simplify app
2026-02-20 16:36:47 +02:00
Yiorgis Gozadinos
08a4252c33
download-models, show actionable error message when Ollama is not running
2026-02-19 14:06:53 +02:00
Yiorgis Gozadinos
a870052ee9
Fix coverage
2026-02-17 13:22:23 +02:00
Yiorgis Gozadinos
f4735667df
emit StateDeltaEvent with client-aware baseline
2026-02-17 12:24:09 +02:00
Yiorgis Gozadinos
9685bd533b
Expand ~ in paths
2026-02-16 17:21:35 +02:00
Yiorgis Gozadinos
8c76897af2
Update tui and app to use the toolkit
2026-02-16 12:54:44 +02:00
Yiorgis Gozadinos
7ff2123806
Introduce toolkit to reduce toolset creation ceremony
2026-02-16 11:51:02 +02:00
Yiorgis Gozadinos
72c8f6e1b1
Additional tests
2026-02-13 18:08:46 +02:00
Yiorgis Gozadinos
84c48e1541
Add preamble parameter to chat agent and citations_history to ChatSessionState
2026-02-13 16:59:21 +02:00
Yiorgis Gozadinos
5767158737
Paddings and ui fixes
2026-02-13 16:42:03 +02:00
Yiorgis Gozadinos
969c64d106
Add citations_history to SessionState for unified citation rendering between search and ask
2026-02-13 16:21:50 +02:00
Yiorgis Gozadinos
c0ed93da2d
Expand tests
2026-02-13 14:34:24 +02:00
Yiorgis Gozadinos
f5c562db9b
Fix double summarization, cleanup
2026-02-13 12:16:23 +02:00
Yiorgis Gozadinos
b64d9721bb
Mark with pragma no cover areas that are just wiring. Consolidate tests and bring coverage to 100%
2026-02-13 11:56:37 +02:00
Yiorgis Gozadinos
d9acdfba9d
prompt builder
2026-02-13 11:21:09 +02:00
Yiorgis Gozadinos
5f6d9e9812
handle state_key duplication between deps and ToolContext
2026-02-13 10:23:12 +02:00
Yiorgis Gozadinos
a5b8e3be7e
Add AgentDeps and prepare_context for custom agent DX
2026-02-12 17:37:37 +02:00
Yiorgis Gozadinos
8f180f707b
Decouple QA toolset from chat agent, add ToolContext state methods
2026-02-12 17:27:47 +02:00
Yiorgis Gozadinos
0c6d73409d
Move SessionContext from agents/chat/state.py to tools/session.py, change QASessionState.session_context to use it
2026-02-12 17:13:01 +02:00
Yiorgis Gozadinos
05ebd781d4
Move client and tool_context from toolset factories to RunContext.deps
2026-02-12 15:50:46 +02:00
Yiorgis Gozadinos
51f1d9cf13
Issue a full state snapshot from ask() tool to preserve server side background context
2026-02-11 17:49:09 +02:00
Yiorgis Gozadinos
58c2bd49ea
Clean up server vs client session setting priorities
2026-02-11 16:54:00 +02:00
Yiorgis Gozadinos
0434cd068b
Simplify TUI app
2026-02-11 15:10:50 +02:00
Yiorgis Gozadinos
9e63ff1ff7
Remove session_id from state layer, remove module-level caches
2026-02-11 14:55:53 +02:00
Yiorgis Gozadinos
d88f2f003a
Remove incoming_* fields, simplify delta computation
2026-02-11 14:31:37 +02:00
Yiorgis Gozadinos
d67df09cce
Introduce ToolContextCache
2026-02-11 14:18:26 +02:00
Yiorgis Gozadinos
c916356a42
Clean up toolset exports, simplify update_session_context(), fix health check
2026-02-11 12:46:50 +02:00
Yiorgis Gozadinos
87bcb7a5dc
Extract run_qa_core() from ask closure in QA toolset. Remove redundant tests and cassettes for OpenAI and Anthropic QA tools, as they are now tested in the core function tests.
2026-02-11 11:38:34 +02:00
Yiorgis Gozadinos
f85aaefed7
Extract shared snapshot helpers
2026-02-10 17:34:30 +02:00
Yiorgis Gozadinos
a592a04031
Removed unused accumulator states
2026-02-10 16:15:30 +02:00
Yiorgis Gozadinos
ce3c3e7ed5
Add feature-based chat agent & prompt composition
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
da47e3e345
Unify get_typed() into get() with optional type parameter
...
Fix find_document regression
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
dd7162e72e
Fix get_or_create type annotation, export compute_combined_state_delta
2026-02-10 14:38:13 +02:00
Yiorgis Gozadinos
bd3b26f78b
Extract get_session_filter helper, remove dead code and duplicate tests
2026-02-10 14:38:13 +02:00
Yiorgis Gozadinos
df57b0cf43
Remove SearchAgent & friends, consolidate duplicate models
2026-02-10 14:38:13 +02:00
Yiorgis Gozadinos
84b320765a
Fix analysis tool to use docker sandbox
2026-02-10 14:38:13 +02:00
Yiorgis Gozadinos
3ed9cbb7d3
Use the tools inside the chat agent.
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
5bcbcc3928
Remove analyze tool from chat agent
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
2be3389222
DocumentToolset, QAToolset, AnalysisToolset
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
2f229f91e1
Create SearchToolset, refactor QA Agent to use it
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
a3863882cd
Introduce tool module & ToolContext to save state
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
a7b79c433d
TUI now generates a UUID session_id on mount and on chat clear
2026-02-10 14:21:22 +02:00
Yiorgis Gozadinos
d1a9439500
Fix session_id not persisting across AG-UI requests
2026-02-10 13:14:05 +02:00
Yiorgis Gozadinos
8c2a101a8a
Fix out-of-memory in list_documents by adding column projection
2026-02-06 14:11:36 +01:00
Yiorgis Gozadinos
20414ed959
Additional tests
2026-02-06 12:07:21 +01:00
Yiorgis Gozadinos
720f697a48
Cleanup
2026-02-06 12:07:21 +01:00
Yiorgis Gozadinos
f8ec511250
Return consolidated program from RLM agent instead of execution history
2026-02-06 12:07:20 +01:00
Yiorgis Gozadinos
e882831afb
Fix execute_code prompt
2026-02-06 12:07:20 +01:00
Yiorgis Gozadinos
a0c4ddbd01
Simplify deps
2026-02-06 12:07:20 +01:00
Yiorgis Gozadinos
122da834d7
Use resolve_document()
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
764b62ee20
Fix tests
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
b426827fc2
Docker-based sandbox. Reused within a single rlm() call for latency
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
4241a4b09e
Security fixes for RLM. Fix type() builtin, AST validation for dict key access, sql injection
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
fb6bbca124
Remove analyze tool from chat agent, not yet ready for integration
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
9a480cee90
Return program in chat agent analyze;
2026-02-06 12:07:18 +01:00
Yiorgis Gozadinos
ed570633cd
Basic integration of RLM with chat agent
2026-02-06 12:07:18 +01:00
Yiorgis Gozadinos
198a8d5a88
Add pre-loaded documents support and improve RLM test coverage
2026-02-06 12:07:04 +01:00
Yiorgis Gozadinos
fa4d7731d7
Replace ask() with llm(). Add and document the programs written in tests
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
5e7832a6ea
Fix REPL for docling document, add test
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
b68b2393e9
Integrate with client, cli, app, mcp
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
75de81accf
RLM agent
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
ad416cac84
RLM sandbox environment
2026-02-06 12:07:02 +01:00
Yiorgis Gozadinos
b22ac33dde
Pass OCR options from conversion_options to docling-serve chunker
2026-02-03 11:34:46 +02:00
Yiorgis Gozadinos
ac76ecee86
Remove dead code from iterative research planning refactor
2026-01-31 10:51:34 +02:00
Yiorgis Gozadinos
57d5b1bde5
Simplify research planning: remove gather_context, always use planner
2026-01-30 22:32:08 +02:00
Yiorgis Gozadinos
109f770a2a
Refactor research graph to iterative planning approach
2026-01-30 20:46:29 +02:00
Yiorgis Gozadinos
77894b8c35
Clena citation handling now that we handle the total state
2026-01-29 12:12:48 +02:00
Yiorgis Gozadinos
202df368a0
TUI now syncs full session state from AG-UI events
2026-01-29 12:05:46 +02:00
Yiorgis Gozadinos
cbd94f6cc9
Always use state deltas instead of conditional snapshot/delta logic
2026-01-28 17:03:18 +02:00
Yiorgis Gozadinos
57fd08d600
Revert "Synthesis steps now select only relevant citations instead of including all"
2026-01-28 16:00:27 +02:00
Yiorgis Gozadinos
e2158c7dad
Handle snapshot deltas in TUI
2026-01-28 15:23:56 +02:00
Yiorgis Gozadinos
3741274c6c
Update ty and fix
2026-01-28 14:24:16 +02:00
Yiorgis Gozadinos
b5aeefb10f
Fix state delta computation by avoiding mutation of original state
2026-01-28 14:06:29 +02:00
Yiorgis Gozadinos
c27dde2497
Send state deltas updates instead of full state snapshots
2026-01-28 14:06:29 +02:00
Yiorgis Gozadinos
626f5cdd0e
Make list_documents return structured output and give feedback about total count and pages
2026-01-27 17:00:39 +02:00
Yiorgis Gozadinos
cca03dbe61
Give the conversational agent a list documents and a summarize tools
2026-01-27 16:39:48 +02:00
Yiorgis Gozadinos
8a587ec554
Synthesis steps now select only relevant citations instead of including all
2026-01-27 15:56:29 +02:00
Yiorgis Gozadinos
614c34b98f
Add read-only initial context for chat sessions for TUI and web app
2026-01-27 13:59:00 +02:00
Yiorgis Gozadinos
09aa94bfe5
Fix datetime JSON serialization in AG-UI StateSnapshotEvent
2026-01-27 11:05:01 +02:00
Yiorgis Gozadinos
ee3cb5bd87
Allow initial_context to be set for the chat agent
2026-01-27 10:38:18 +02:00
Yiorgis Gozadinos
0465e1eebd
Update prompt to remove the recall tool
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
a7d7a09c22
Integrate recall functionality into ask tool
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
276e86a033
Fix citation selection when we call visualize
2026-01-26 16:43:10 +02:00
Yiorgis Gozadinos
7f63a7c4ab
Use recall tool in chat agent
2026-01-26 16:43:10 +02:00
Yiorgis Gozadinos
77647b08bc
Recall tool in chat agent
2026-01-26 16:42:41 +02:00
Yiorgis Gozadinos
8f35033a42
Update search(), ask() to use get_or_assign_index()
2026-01-26 16:42:41 +02:00
Yiorgis Gozadinos
af786596b1
Document filter in the TUI, use command palette instead of shortcuts
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
30e9ff3038
Use session document filter in agent, combine with document name filter if necessary
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
5b14038dc5
Add document_filter to ChatSessionState for session-level filtering
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
0f0c3a076f
minor fixes
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
729a3910d8
Fix visual grounding citation selection in TUI
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
ff92ee8271
Skip gather_context when session context exists
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
5aabae4d06
Remove background_context & simplify
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
9d71ccb213
Move session context to agent, make AGUI work
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
93737852a8
Use previous context in summarization
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
9ed8773672
Unify Citation class and context formatting between chat and research agents
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
74eac57ffa
Remove qa_history ranking in favor of SessionContext, planner can skip searching if context adequate
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
3b7b7c1bbc
Cancel any running summarization tasks
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
8441516a73
Tests, widget to show context in tui
2026-01-26 16:41:13 +02:00
Yiorgis Gozadinos
aaddf4a5a9
Dynamic session context to be used in the conversational agent
2026-01-26 16:41:12 +02:00
Yiorgis Gozadinos
47d355ed0a
Update dependencies
2026-01-23 11:57:02 +02:00
Yiorgis Gozadinos
b4c158ffcf
Fix potential 0.25.0 migration crash
2026-01-22 17:29:26 +02:00
Yiorgis Gozadinos
ea7a4a9a8f
apply dotenv usecwd fix to remaining files
...
Apply the same find_dotenv(usecwd=True) fix from cli.py to:
- evaluations/evaluations/benchmark.py
- app/backend/main.py
Co-Authored-By: Tianyi Cui <contact@tianyicui.com>
2026-01-22 12:41:35 +02:00
Tianyi Cui
910ebbab22
fix: load .env from current working directory, not source file directory
...
The previous load_dotenv() searched for .env starting from the calling
file's directory (haiku/rag/cli.py), which fails when users run haiku-rag
from a different directory containing their .env file.
Changes:
- Move load_dotenv() before config imports (config reads env vars at import time)
- Use find_dotenv(usecwd=True) to search from current working directory
2026-01-22 12:36:55 +02:00
Tres Seaver
e9746a1785
fix: mark 'hashlib.md5' as 'usedforsecurity=False'
...
Closes #255 .
2026-01-21 12:14:56 -05:00
Yiorgis Gozadinos
b96e5a3be1
Additional prompts needing adapting. Missing cassettes.
2026-01-21 15:17:56 +02:00
Yiorgis Gozadinos
7f51c63ad7
Search results now show rank position instead of raw scores. Consolidate cassettes
2026-01-21 14:54:15 +02:00
Yiorgis Gozadinos
a1abfd9666
Jina uses AutoModel not AutoModelForSequenceClassification
2026-01-21 11:26:23 +02:00
Yiorgis Gozadinos
ce95dc47a5
Do not run coverage on download-models & code that requires integration tests
2026-01-21 11:09:35 +02:00
Yiorgis Gozadinos
36a675e1bb
Add jina, mxbai and sentence-transformers to download-models when used
2026-01-21 10:53:45 +02:00
Yiorgis Gozadinos
7ff014684a
Support for jina reranker, both local and API
2026-01-21 10:39:21 +02:00
Yiorgis Gozadinos
b8cf8f5198
Remove reranker cache
2026-01-20 17:26:24 +02:00
