Yiorgis Gozadinos
33e462d987
add real vLLM integration test
2026-05-04 13:16:31 +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
c9fdad15a9
bump docling-core to >=2.74.1 so that local docling-local and docling-serve chunkers run the same MarkdownTableSerializer
2026-05-03 18:40:44 +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
861c36942b
cl
2026-04-30 15:50:28 +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
35e6568f59
add a regression test pinning down extract_items precedence: when a PictureItem has both an inline image.uri AND a fallback in existing_picture_data, the live URI wins.
2026-04-30 15:35:13 +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
3391335e3a
Update qa wix benchmarks
2026-04-29 14:21:40 +03:00
Yiorgis Gozadinos
29bc42514e
vb
2026-04-29 13:45:36 +03:00
Yiorgis Gozadinos
722a863803
Merge pull request #359 from ggozad/feat/cite-rate-skill
...
Skill-target evals, citation retrieval, qwen3.6 as default judge
2026-04-29 13:42:01 +03:00
Yiorgis Gozadinos
318266e681
Update benchmark
2026-04-29 13:27:32 +03:00
Yiorgis Gozadinos
8962987ff9
pin judge model to ollama:qwen3.6
2026-04-29 12:24:06 +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
b0256b3648
Merge pull request #358 from ggozad/feat/skill-evals
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benchmark RAG and analysis skills
2026-04-28 14:44:46 +03:00
Yiorgis Gozadinos
5e31c15907
docs
2026-04-28 14:44:27 +03:00
Yiorgis Gozadinos
7bfb818d77
remove dataset-specific system prompts
2026-04-28 14:33:25 +03:00
Yiorgis Gozadinos
7d288c525e
citation retrieval scoring
2026-04-28 12:46:16 +03:00
Yiorgis Gozadinos
d00befd0c4
benchmark RAG and analysis skills via --target
2026-04-28 12:09:19 +03:00
Yiorgis Gozadinos
7685a592c2
bump haiku.skills to 0.16.0
2026-04-28 12:03:14 +03:00
Yiorgis Gozadinos
6807f082ec
vb
2026-04-25 09:35:47 +03:00
Yiorgis Gozadinos
758bd3ee72
Group relative-path test with the other connect_lancedb dispatch tests
2026-04-25 09:28:46 +03:00
Yiorgis Gozadinos
7828a8b05d
Merge pull request #355 from tseaver/fix-354-connect_lancedb-w-relative-db_path
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fix: pass absolute 'db_path' to 'lancedb.connect_async'
2026-04-25 09:26:08 +03:00
Tres Seaver
0d70f4aec6
fix: pass absolute 'db_path' to 'lancedb.connect_async'
...
Closes #354 .
2026-04-24 17:59:01 -04:00
Yiorgis Gozadinos
81ba248483
vb
2026-04-24 17:47:57 +03:00
Yiorgis Gozadinos
5e3f7fb3a6
Merge pull request #351 from ggozad/feat/async-lancedb
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refactor: native async LanceDB (non-blocking DB I/O)
2026-04-24 17:47:12 +03:00
Yiorgis Gozadinos
a4275acdce
Fix frontend selection collisions, stale fetches, and URL consistency
2026-04-24 17:17:28 +03:00
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
0ffca7727c
Fix caplog-based assertion flaking under xdist ordering
2026-04-24 15:51:29 +03:00
Yiorgis Gozadinos
ddcc4518ad
Cover FULL rebuild source-failure branch
2026-04-24 15:32:53 +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
2ad51f5dca
Serialize HaikuRAG singleton creation in backend get_client
2026-04-24 15:31:20 +03:00
Yiorgis Gozadinos
258ffa41fa
Improve test coverage
2026-04-24 14:43:59 +03:00
Yiorgis Gozadinos
d99e48a9a3
Close HaikuRAG client on backend shutdown
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
