Yiorgis Gozadinos
f4ddb0f5c6
Allow chat agent to specify the search limit
2026-01-12 15:52:40 +02:00
Yiorgis Gozadinos
2da2c6d13a
Search tool in chat agent needs no search context
2026-01-12 15:13:43 +02:00
Yiorgis Gozadinos
5adab04e50
Update prompts
2026-01-12 15:10:04 +02:00
Yiorgis Gozadinos
d43821659c
Filter low-confidence answers
2026-01-12 15:01:32 +02:00
Yiorgis Gozadinos
e4a7d86348
Rank q/a history with respect to cosine similarity to new queries. Adapt the chat agent to only pass relevant q/as
2026-01-12 14:15:36 +02:00
Yiorgis Gozadinos
a9ed178a90
Research graph test cassette
2026-01-12 12:43:51 +02:00
Yiorgis Gozadinos
7cc561d1db
Refactor to make agents a top-level module. Bring in the conversational agent from the app
2026-01-12 12:37:08 +02:00
Yiorgis Gozadinos
fc29b0c3f7
Update docs
2026-01-12 12:37:08 +02:00
Yiorgis Gozadinos
bb61e8fab6
Remove custom AG-UI infrastructure in favor of pydantic-ai native support
2026-01-12 12:37:07 +02:00
Yiorgis Gozadinos
baefbe9416
Tool calling in the frontend
2026-01-12 12:36:32 +02:00
Yiorgis Gozadinos
f2fb64cbca
Remove custom ag-ui from app backend.
2026-01-12 12:36:32 +02:00
Yiorgis Gozadinos
26bc02ef14
Build a "conversational" research graph
2026-01-12 12:36:31 +02:00
Yiorgis Gozadinos
df71e7a893
Adapt search to show complete results
2026-01-12 12:36:31 +02:00
Yiorgis Gozadinos
8579ded7bb
Natural language filtering
2026-01-12 12:36:31 +02:00
Yiorgis Gozadinos
36f964eaa9
get_document()
2026-01-12 12:36:31 +02:00
Yiorgis Gozadinos
a6a60963c0
Add SSE heartbeat to prevent connection timeouts
...
Sends SSE comment every 15 seconds during long LLM operations
to keep the connection alive and prevent body timeout errors.
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-12 12:36:30 +02:00
Yiorgis Gozadinos
8b7c679159
Add SearchAgent for internal query expansion
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SearchAgent generates 2-4 diverse search queries internally,
runs them against the knowledge base, deduplicates by chunk_id,
and returns consolidated results. This prevents the outer chat
agent from making multiple search calls.
Also updates system prompt to enforce single tool calls per message.
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-12 12:36:30 +02:00
Yiorgis Gozadinos
49f5c20757
Mount haiku.rag.yaml config in docker compose
...
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-12 12:36:30 +02:00
Yiorgis Gozadinos
18cec25fc9
Visual grounding;
2026-01-12 12:36:30 +02:00
Yiorgis Gozadinos
72b66dd3d8
Styling
2026-01-12 12:36:30 +02:00
Yiorgis Gozadinos
6ba28244d8
Logfire integration for debugging
2026-01-12 12:36:29 +02:00
Yiorgis Gozadinos
14873862f8
Q/A history
2026-01-12 12:36:29 +02:00
Yiorgis Gozadinos
5a1cb253e5
Message history
2026-01-12 12:36:29 +02:00
Yiorgis Gozadinos
9f1d82daa8
Citations
2026-01-12 12:36:29 +02:00
Yiorgis Gozadinos
f8964f6efc
Basic frontend
2026-01-12 12:36:28 +02:00
Yiorgis Gozadinos
050ea8df70
Basic backend for app
2026-01-12 12:36:28 +02:00
Yiorgis Gozadinos
747acd6f6a
vb
2026-01-12 12:08:28 +02:00
Yiorgis Gozadinos
061095e855
Remove obsolete migrations
2026-01-12 12:07:49 +02:00
Yiorgis Gozadinos
119ca84da8
Merge pull request #227 from ggozad/feat/docling-doc-compression
...
Fix large storage overflow by changing docling_document_json (str) to docling_document (compressed bytes)
2026-01-12 11:57:31 +02:00
Yiorgis Gozadinos
29c682d8eb
Add migration
2026-01-11 11:40:57 +02:00
Yiorgis Gozadinos
9c4fd08c47
Update client serialization for compressed docling documents
2026-01-11 09:23:56 +02:00
Yiorgis Gozadinos
be715dd456
Revert docling core back to 1.8.0 for compatibility with docling-serve
2026-01-11 09:23:19 +02:00
Yiorgis Gozadinos
afc5b02285
Update schema to store docling_document as compressed bytes
...
- Change DocumentRecord.docling_document_json (str) to docling_document (bytes)
- Use large_binary Arrow type (64-bit offsets) to avoid 2GB column limit
- Decompress in Document.get_docling_document() using gzip
- Update DocumentRepository field mappings
2026-01-10 15:17:27 +02:00
Yiorgis Gozadinos
face6f95bc
compression utils
2026-01-10 15:11:58 +02:00
Yiorgis Gozadinos
09acc845c0
Update docling, docling-core, lancedb deps
2026-01-10 15:06:56 +02:00
Yiorgis Gozadinos
ff1f19bb08
vb
2026-01-08 18:50:39 +02:00
Yiorgis Gozadinos
bd1ea4e8a2
Merge pull request #222 from ggozad/fix/image-in-chunks
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Fix base64 images leaking into expanded search results
2026-01-08 18:49:32 +02:00
Yiorgis Gozadinos
3603b00513
Fix base64 images leaking into expanded search results
...
PictureItem.export_to_markdown() defaults to ImageRefMode.EMBEDDED,
which embeds base64 image data. When _extract_item_text() called this
method during context expansion, base64 data would leak into results.
Now explicitly handles PictureItem with ImageRefMode.PLACEHOLDER to
prevent base64 while still including VLM descriptions and captions.
2026-01-08 18:42:58 +02:00
Yiorgis Gozadinos
4cae2cf26a
Clarify docs about using a VLM with docling-serve
2026-01-08 10:57:52 +02:00
Yiorgis Gozadinos
92f0fd956f
vb
2026-01-08 10:25:25 +02:00
Yiorgis Gozadinos
af380c8e52
Merge pull request #220 from ggozad/fix/openai-non-reasoning-model
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Fix non-reasoning OpenAI models that do not support reasoning config
2026-01-08 10:18:50 +02:00
Yiorgis Gozadinos
1616891c40
Fix non-reasoning OpenAI models that do not support reasoning config
2026-01-07 18:47:31 +02:00
Yiorgis Gozadinos
ef187767ed
vb
2026-01-07 11:20:48 +02:00
Yiorgis Gozadinos
8939b8a313
Merge pull request #218 from ggozad/feat/vlm-image-handling
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Support for VLM-based picture description for embedded images
2026-01-07 11:18:23 +02:00
Yiorgis Gozadinos
2f413e937b
Add VLM model to download_models()
2026-01-07 11:09:24 +02:00
Yiorgis Gozadinos
248eed8d7b
Update docs
2026-01-07 11:09:23 +02:00
Yiorgis Gozadinos
f861664656
Extract shared DoclingServeClient for async workflow & use it for VLM support, chunking, converting
2026-01-07 11:09:23 +02:00
Yiorgis Gozadinos
3b7fd440cc
End-to-end test for VLM annotation
2026-01-07 11:09:23 +02:00
Yiorgis Gozadinos
769e0d4746
Update picture description prompt, move its config under prompts
2026-01-07 11:09:23 +02:00
Yiorgis Gozadinos
3c4116397d
Add VLM picture description support for image handling
2026-01-07 11:09:22 +02:00
