Yiorgis Gozadinos
75c84805b4
Improve judge prompt, QA prompt, and raise max_searches to 5
2026-04-16 12:12:23 +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
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
367accb814
Replace MinIO with SeaweedFS for S3 integration tests
2026-04-08 14:19:32 +03:00
Yiorgis Gozadinos
5e7a4ebae5
Update docs
2026-04-08 14:19:32 +03:00
Yiorgis Gozadinos
900c10972b
Update docs
2026-04-08 14:04:33 +03:00
Yiorgis Gozadinos
eb5db78026
clarify domain_preamble purpose
2026-04-01 13:13:52 +03:00
Yiorgis Gozadinos
9d986421a0
add visualize_chunk to generated skills and built-in RAG skill
2026-03-26 11:41:22 +02:00
Yiorgis Gozadinos
75b9a172cb
Minor fixes
2026-03-24 17:45:46 +02:00
Yiorgis Gozadinos
7309d13317
Docs
2026-03-24 16:06:46 +02:00
Yiorgis Gozadinos
47da5bfb6e
Update supported file extensions
2026-03-23 18:03:47 +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
e8e02f341d
Update docs
2026-03-12 17:55:17 +02:00
Yiorgis Gozadinos
6ac5f277d8
Rename iterations to num_candidates
2026-03-12 13:00:51 +02:00
Yiorgis Gozadinos
e7f19c4d42
Compactify tuning.md
2026-03-12 12:05:50 +02:00
Yiorgis Gozadinos
8bac8b4104
Properly choose training/eval set
2026-03-12 12:05:50 +02:00
Yiorgis Gozadinos
10abfbe3d8
docs
2026-03-12 12:05:49 +02:00
Yiorgis Gozadinos
45e94ec67a
Set search limit to 10
2026-03-11 12:26:41 +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
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
d3a1031ec4
Update docs
2026-02-26 09:09:42 +02:00
Yiorgis Gozadinos
6759a2e0a5
Give regex to monty as externals
2026-02-24 13:12:56 +02:00
Yiorgis Gozadinos
d134276819
Update docs
2026-02-24 12:26:04 +02:00
Yiorgis Gozadinos
017712c9b1
Update prompts & docs. Remove docker sandbox workflow
2026-02-24 09:55:45 +02:00
Yiorgis Gozadinos
69083c8cb4
Fix stale docs
2026-02-20 16:59:58 +02:00
Yiorgis Gozadinos
11534bf686
Skills documentation
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
696f8598eb
Remove get_session_context, handle it automatically in ask()
2026-02-20 16:36:49 +02:00
Yiorgis Gozadinos
bf724ad1ef
Update docs & examples
2026-02-20 16:36:49 +02:00
Yiorgis Gozadinos
8c76897af2
Update tui and app to use the toolkit
2026-02-16 12:54:44 +02:00
Yiorgis Gozadinos
d9acdfba9d
prompt builder
2026-02-13 11:21:09 +02:00
Yiorgis Gozadinos
4247ecbedf
Agentic example with and without agui
2026-02-13 10:40:36 +02:00
Yiorgis Gozadinos
5f6d9e9812
handle state_key duplication between deps and ToolContext
2026-02-13 10:23:12 +02:00
Yiorgis Gozadinos
2496b02a3b
Docs
2026-02-12 17:38:41 +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
58c2bd49ea
Clean up server vs client session setting priorities
2026-02-11 16:54:00 +02:00
Yiorgis Gozadinos
5fc4ddff69
Docs
2026-02-11 12:55:09 +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
ce3c3e7ed5
Add feature-based chat agent & prompt composition
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
feee458d97
Update agents docs
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
a889883cfc
Update wix benchmarks
2026-02-10 12:49:24 +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
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
b426827fc2
Docker-based sandbox. Reused within a single rlm() call for latency
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
ed570633cd
Basic integration of RLM with chat agent
2026-02-06 12:07:18 +01:00
Yiorgis Gozadinos
56cf6ebfb6
Docs
2026-02-06 12:07:18 +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
42f2d0fd0e
docs
2026-01-31 10:13:22 +02:00
Yiorgis Gozadinos
5f6488e116
Update benchmarks
2026-01-30 13:05:47 +02:00
Yiorgis Gozadinos
f17c1d5003
TUI video link in docs
2026-01-29 15:26:35 +02:00
Yiorgis Gozadinos
2a99cb09bf
Evaluate using ask --deep
2026-01-29 14:22:18 +02:00
Yiorgis Gozadinos
49efe3eede
Update docs
2026-01-28 18:12:31 +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
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
6f9bc369dc
Improve coverage
2026-01-26 16:43:12 +02:00
Yiorgis Gozadinos
061b8450a6
docs
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
7f63a7c4ab
Use recall tool in chat agent
2026-01-26 16:43:10 +02:00
Yiorgis Gozadinos
fa2072a720
Docs
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
5aabae4d06
Remove background_context & simplify
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
369b3a4bf7
No zip
2026-01-26 16:28:19 +02:00
Yiorgis Gozadinos
9b166969e2
Introduce huggingface dataset for sharing evaluation dbs
2026-01-26 15:53:37 +02:00
Yiorgis Gozadinos
50a1a6171c
Update orb qa accuracy
2026-01-26 10:54:36 +02:00
Yiorgis Gozadinos
756285e91c
Add retrieval benchmarks for ORB
2026-01-22 15:01:37 +02:00
Yiorgis Gozadinos
b96e5a3be1
Additional prompts needing adapting. Missing cassettes.
2026-01-21 15:17:56 +02:00
Yiorgis Gozadinos
7ff014684a
Support for jina reranker, both local and API
2026-01-21 10:39:21 +02:00
Yiorgis Gozadinos
62d35d2907
Add ocr_engine field to ConversionOptions
2026-01-20 13:41:43 +02:00
Yiorgis Gozadinos
1316c89135
docs
2026-01-19 13:30:17 +02:00
Yiorgis Gozadinos
c97397dd67
Fix docs
2026-01-16 15:07:17 +02:00
Yiorgis Gozadinos
bdfc6b87e7
Rename initial_context to background_context
2026-01-16 15:03:42 +02:00
Yiorgis Gozadinos
d2fabb9f13
Update docs
2026-01-16 15:03:41 +02:00
runyaga
a29f5b2e48
docs: fix documentation discrepancies with codebase
...
CLI documentation:
- Add missing short flags (-f for --filter, -l for --limit)
- Document missing `init-config` command
- Document missing `inspect` command
Python API documentation:
- Fix get_document_by_id example to use string ID (not integer)
- Document filter parameter for ask() method
MCP documentation:
- Correct search_documents limit default (uses config, not hardcoded 5)
2026-01-15 15:44:49 -06:00
Yiorgis Gozadinos
7639c2915e
Add AGUI_STATE_KEY for namespaced AG-UI state emission
2026-01-15 15:46:37 +02:00
Yiorgis Gozadinos
7b6b2e2f38
Update docs
2026-01-14 12:55:02 +02:00
Yiorgis Gozadinos
eb5d0b0622
Use tui as an optional group. vb
2026-01-13 12:30:19 +02:00
Yiorgis Gozadinos
567e50be1f
Update documentation
2026-01-13 11:59:21 +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
4cae2cf26a
Clarify docs about using a VLM with docling-serve
2026-01-08 10:57:52 +02:00
Yiorgis Gozadinos
248eed8d7b
Update docs
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
Yiorgis Gozadinos
9bf3a83b5d
Fix typo
2026-01-05 16:39:36 +02:00
Yiorgis Gozadinos
1609582c1f
Move cassettes to default location, add development.md to docs
2025-12-29 14:13:25 +02:00
Yiorgis Gozadinos
08fb99c6f8
Add prompt customization and domain preable
2025-12-26 13:34:51 +02:00
Yiorgis Gozadinos
958fe43f2a
Remove vllm and lmstudio custom configs, they can now use the openai base
2025-12-26 12:02:55 +02:00
Yiorgis Gozadinos
d4861b6408
Docs & changelog
2025-12-26 11:57:27 +02:00
Yiorgis Gozadinos
d7b3b6859c
document time-travel
2025-12-19 12:03:19 +02:00
Yiorgis Gozadinos
8c0adb47e1
Merge branch 'main' into feat/read-only-db
2025-12-19 12:01:36 +02:00
Yiorgis Gozadinos
090be293d2
Clarify folder mounts in docker docs, check monitor paths exist in FileWatcher
2025-12-19 11:58:08 +02:00
Yiorgis Gozadinos
fdd926eeba
Update docs
2025-12-18 16:47:32 +02:00
Yiorgis Gozadinos
3ec17c65e1
Update docs for interactive cli
2025-12-18 11:48:35 +02:00
Yiorgis Gozadinos
9c766846c0
Use proper ag-ui tool calls in ag-ui-example. Fuck copilotkit
2025-12-18 11:48:35 +02:00
Yiorgis Gozadinos
ff13be1210
Human-in-the-loop in ag-ui-example
2025-12-18 11:48:34 +02:00
Yiorgis Gozadinos
218126de8d
Interactive research agent through AGUI client-side tool calls in CLI
2025-12-18 11:48:34 +02:00
Yiorgis Gozadinos
921893cff5
Remove deep ask from ag-ui server
2025-12-18 11:41:57 +02:00
Yiorgis Gozadinos
6ee0d74f92
Update docs
2025-12-18 11:41:56 +02:00
Yiorgis Gozadinos
d77bf89aad
Update retrieval/qa benchmark for hotpotqa
2025-12-17 08:27:40 +02:00
Yiorgis Gozadinos
3149552a61
Add 'plain' format and fallback for text conversion
2025-12-12 18:11:25 +02:00
Yiorgis Gozadinos
f726229f60
Reformat benchmarks and add hotpotqa placeholder
2025-12-12 12:33:31 +02:00
Yiorgis Gozadinos
d7c755f454
Add filter to simple qa agent
2025-12-11 15:28:41 +02:00
Yiorgis Gozadinos
ecba8cfd38
Docs and cli support for filter in deep QA, Research
2025-12-11 15:23:50 +02:00
Yiorgis Gozadinos
4b5dc83552
Fix docs to clarify the embedding includes contextualization
2025-12-11 10:36:24 +02:00
Yiorgis Gozadinos
8206498af8
Documentation updates
2025-12-10 13:02:49 +02:00
Yiorgis Gozadinos
be0e3c3472
Update benchmarks
2025-12-10 12:04:07 +02:00
Yiorgis Gozadinos
2161727716
Add auto_vacuum config option to control automatic vacuuming
2025-12-10 11:42:14 +02:00
Yiorgis Gozadinos
ed809759d5
Fix mxbai rerank default model
2025-12-10 11:39:33 +02:00
Yiorgis Gozadinos
68457f251e
Do not generate base64 images by default
2025-12-09 18:42:56 +02:00
Yiorgis Gozadinos
9e16e8dc98
Fix text_context_radius references
2025-12-09 17:42:18 +02:00
Yiorgis Gozadinos
52acdcb56a
Update docs, include tuning document
2025-12-09 12:55:28 +02:00
Yiorgis Gozadinos
802f058205
Move search related config under SearchConfig
2025-12-09 12:28:28 +02:00
Yiorgis Gozadinos
4da50873bd
Make search limit configurable
2025-12-09 11:46:43 +02:00
Yiorgis Gozadinos
a56e1ba67c
Simplify import_document, update_document
2025-12-08 18:19:12 +02:00
Yiorgis Gozadinos
a1162f8020
rebase from main
2025-12-08 16:07:50 +02:00
Yiorgis Gozadinos
06b4f6a224
Add format parameter for text-to-DoclingDocument conversion
2025-12-08 15:56:21 +02:00
Yiorgis Gozadinos
9a5f8e4368
Add type-aware context expansion for search results
2025-12-08 15:56:21 +02:00
Yiorgis Gozadinos
0ea3717497
Update docs
2025-12-08 15:56:02 +02:00
Yiorgis Gozadinos
17c7147a49
Remove pre-processor, no longer needed
2025-12-08 15:56:01 +02:00
Yiorgis Gozadinos
33e6a36290
Make document import/update handling consistent for DoclingDocument
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
60ab864fc1
Add docling_document_json to update_document_fields() and
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
8e30f67266
Introduce import_document(), remove chunks from create_document()
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
fe551066d8
Visual grounding docs
2025-12-08 15:55:29 +02:00
Yiorgis Gozadinos
e7f2981b13
Merge pull request #179 from ggozad/feat/client-download-models
...
Make download_models() a HaikuRAG client method, show updates in app.
2025-12-08 15:51:54 +02:00
Yiorgis Gozadinos
0dc4458070
Fix qa accuracy table for wix
2025-12-06 12:01:13 +02:00
Yiorgis Gozadinos
80447c9024
Make download_models() a HaikuRAG client method. Update app to show progress of what happens.
2025-12-04 16:30:26 +02:00
Yiorgis Gozadinos
33b254ae3d
Always upgrade database on access. Explicitly create db by running init or HaikuRAG(path, create=True)
2025-12-02 16:49:55 +02:00
Yiorgis Gozadinos
47d8f7ba3f
Update docs
2025-12-02 12:01:10 +02:00
Yiorgis Gozadinos
3e18a5f2ff
Update project description
2025-11-29 11:18:53 +02:00
Yiorgis Gozadinos
e10b207b47
Improve documentation
2025-11-28 13:10:03 +02:00
Yiorgis Gozadinos
5dfa07cb2c
Update benchmarks
2025-11-28 12:10:08 +02:00
Yiorgis Gozadinos
88a4edb537
--embed-only, --rechunk options in rebuild command
2025-11-28 10:11:52 +02:00
Yiorgis Gozadinos
0303e6a8cd
Support LMStudio
2025-11-26 10:31:40 +02:00
Yiorgis Gozadinos
5612ecaee7
Fix documentation configuration index
2025-11-26 10:24:53 +02:00
Yiorgis Gozadinos
e83978f88b
Revert embeddings to use flat config
2025-11-25 12:51:58 +02:00
Yiorgis Gozadinos
ba4dddeeaf
Make thinking false by default
2025-11-25 12:35:38 +02:00
Yiorgis Gozadinos
a9701616c8
Rename model to name under model
2025-11-25 12:28:43 +02:00
Yiorgis Gozadinos
41ea675964
Update and restructure docs
2025-11-25 12:14:24 +02:00
Yiorgis Gozadinos
4e1752a740
Default eval db location, evaluation script
2025-11-25 11:07:20 +02:00
