Yiorgis Gozadinos
8b8f44e7b2
vb
2026-05-08 12:22:35 +03:00
Yiorgis Gozadinos
5c0598c3be
Merge pull request #362 from ggozad/feat/multimodal-search
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Vision capabilities: picture-aware ingestion, multimodal embeddings, image-as-query
2026-05-08 12:20:04 +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
ab5cfdd04a
Docs & cl
2026-05-08 11:20:04 +03:00
Yiorgis Gozadinos
6af463699d
record VCR cassette for vllm embedder end-to-end test
2026-05-06 20:01:22 +03:00
Yiorgis Gozadinos
5e6a7148ed
Update README
2026-05-06 13:24:44 +03:00
Yiorgis Gozadinos
cc59dc7203
Use upload_large_folder for hf upload
2026-05-06 13:12:08 +03:00
Yiorgis Gozadinos
e55e3d13c8
fix _patch_picture_descriptions silently dropping docling_pages
2026-05-06 12:57:41 +03:00
Yiorgis Gozadinos
ce7201271f
split open_rag_bench dataset into orb_text and orb_multimodal variants
2026-05-06 12:49:03 +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
08696773fe
Fix vcr test
2026-05-05 14:38:03 +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
46b81f3fa1
cover picture-description provider and rebuild edge cases
2026-05-05 14:20:37 +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
5c3a864a0b
rename open_rag_bench eval DBs to text/multimodal variants
2026-05-05 12:55:06 +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
17e36fc069
Add first openrag results
2026-05-05 09:50:22 +03:00
Yiorgis Gozadinos
35d5f4416e
fill in vLLM error-path and MCP image-query coverage
2026-05-05 09:39:20 +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
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
0e9efe448d
Merge pull request #361 from ggozad/fix/source-uri-override
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Allow uri override on create_document_from_source
2026-04-30 17:35:38 +03:00
Yiorgis Gozadinos
d509b0662d
update benchmarks
2026-04-30 16:54:17 +03:00
Yiorgis Gozadinos
75c8e83515
Allow uri override on create_document_from_source
2026-04-30 16:36:35 +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
