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
1049586469
vb
2026-04-17 16:24:25 +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
661e0d34d8
Pin docling-core to avoid surprises with version bumps
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
0d6df472af
bump ag-ui protocol deps, fix duplicate React key in chat
2026-04-14 12:50:25 +03:00
Yiorgis Gozadinos
dcde86a5f1
vb
2026-04-09 15:33:19 +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
62a436dd9d
vb
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
3d30840e9d
vb
2026-04-07 16:36:27 +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
5c4164d224
vb
2026-04-01 13:32:56 +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
127535bc56
vb
2026-03-28 10:05:50 +02:00
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
13a71e34a7
vb
2026-03-27 16:39:22 +02:00
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
f46b8195ed
vb
2026-03-26 14:15:09 +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
f5014f39bf
vb
2026-03-24 17:46:51 +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
8a5188aa01
vb
2026-03-24 14:23:29 +02:00
Yiorgis Gozadinos
aa9fdf051d
Remove support for structured output
2026-03-24 14:11:43 +02:00
Yiorgis Gozadinos
83ea6347b6
Fix CI failures: update tests for pydantic-ai 1.70.0 and FastMCP API changes
2026-03-24 14:02:03 +02:00
Yiorgis Gozadinos
ba83779bb2
Update skills
2026-03-24 13:30:23 +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
9243f56e1c
vb
2026-03-16 14:30:08 +02:00
Yiorgis Gozadinos
d4e34ab79f
Support for plantuml diagrams
2026-03-13 17:18:19 +02:00
Yiorgis Gozadinos
f961f00f2c
vb
2026-03-13 13:24:31 +02:00
Yiorgis Gozadinos
6548f1f0aa
Update haiku.skills to 0.8.0
2026-03-13 13:12:55 +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
7696b3f98f
vb
2026-03-12 14:46:13 +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
8d6617d63f
vb
2026-03-11 17:08:22 +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
f366aea905
vb
2026-03-06 11:12:54 +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
30ebd6694b
Update dependencies
2026-03-05 13:01:53 +02:00
Yiorgis Gozadinos
878423ea2e
vb
2026-03-04 15:02:34 +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
8a859fbe3c
vb
2026-03-03 17:25:53 +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
99ca3605e7
vb
2026-02-28 14:11:25 +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
50116bb49a
vb
2026-02-26 11:21:46 +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
2acb0292e4
vb
2026-02-24 13:30:01 +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
2cafb5c8cc
vb
2026-02-20 19:41:17 +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
e186e13cd2
vb
2026-02-20 19:01:16 +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
