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
c9f63b9ab6
Re-record RLM vcrs
2026-03-03 16:59:35 +02:00
Yiorgis Gozadinos
034ee27daf
Use ToolOutput for structured output.
2026-03-03 16:14:45 +02:00
Yiorgis Gozadinos
1a3ea64aa6
Remove filter parameter from search and list_documents tools
2026-03-03 11:01:58 +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
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
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
454f12b319
Update coverage
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
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
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
cb41f84615
Add tests
2026-02-20 16:36:51 +02:00
Yiorgis Gozadinos
eb9436eb2a
Remove unused conversational output mode from research graph
2026-02-20 16:36:50 +02:00
Yiorgis Gozadinos
c567842420
Rewire document filter
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
a7850e2210
Assign stable index to citations. Use a strong prompt preamble for our app agents
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
643ed20d6f
Rewrite chat TUI and app backend with haiku.skills
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
8176103eb0
Remove agents/chat/
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
ed89ff0fc9
Simplify tools/ — remove AG-UI state machinery, keep core toolsets
2026-02-20 16:36:48 +02:00
Yiorgis Gozadinos
524647c501
Add unified RAG skill with session context and reuse existing tools;
2026-02-20 16:36:47 +02:00
Yiorgis Gozadinos
4855051936
Add research() to client and add haiku.skills dependency, remove --deep flag and simplify app
2026-02-20 16:36:47 +02:00
Yiorgis Gozadinos
1e8d29d938
test-cover download models
2026-02-19 14:14:07 +02:00
Yiorgis Gozadinos
a870052ee9
Fix coverage
2026-02-17 13:22:23 +02:00
Yiorgis Gozadinos
f4735667df
emit StateDeltaEvent with client-aware baseline
2026-02-17 12:24:09 +02:00
Yiorgis Gozadinos
9685bd533b
Expand ~ in paths
2026-02-16 17:21:35 +02:00
Yiorgis Gozadinos
7ff2123806
Introduce toolkit to reduce toolset creation ceremony
2026-02-16 11:51:02 +02:00
Yiorgis Gozadinos
72c8f6e1b1
Additional tests
2026-02-13 18:08:46 +02:00
Yiorgis Gozadinos
84c48e1541
Add preamble parameter to chat agent and citations_history to ChatSessionState
2026-02-13 16:59:21 +02:00
Yiorgis Gozadinos
969c64d106
Add citations_history to SessionState for unified citation rendering between search and ask
2026-02-13 16:21:50 +02:00
Yiorgis Gozadinos
c0ed93da2d
Expand tests
2026-02-13 14:34:24 +02:00
Yiorgis Gozadinos
b64d9721bb
Mark with pragma no cover areas that are just wiring. Consolidate tests and bring coverage to 100%
2026-02-13 11:56:37 +02:00
Yiorgis Gozadinos
5f6d9e9812
handle state_key duplication between deps and ToolContext
2026-02-13 10:23:12 +02:00
Yiorgis Gozadinos
a5b8e3be7e
Add AgentDeps and prepare_context for custom agent DX
2026-02-12 17:37:37 +02:00
Yiorgis Gozadinos
8f180f707b
Decouple QA toolset from chat agent, add ToolContext state methods
2026-02-12 17:27:47 +02:00
Yiorgis Gozadinos
0c6d73409d
Move SessionContext from agents/chat/state.py to tools/session.py, change QASessionState.session_context to use it
2026-02-12 17:13:01 +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
0434cd068b
Simplify TUI app
2026-02-11 15:10:50 +02:00
Yiorgis Gozadinos
9e63ff1ff7
Remove session_id from state layer, remove module-level caches
2026-02-11 14:55:53 +02:00
Yiorgis Gozadinos
d88f2f003a
Remove incoming_* fields, simplify delta computation
2026-02-11 14:31:37 +02:00
Yiorgis Gozadinos
d67df09cce
Introduce ToolContextCache
2026-02-11 14:18:26 +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
87bcb7a5dc
Extract run_qa_core() from ask closure in QA toolset. Remove redundant tests and cassettes for OpenAI and Anthropic QA tools, as they are now tested in the core function tests.
2026-02-11 11:38:34 +02:00
Yiorgis Gozadinos
2cc4a8a88f
Fix VCR cassette
2026-02-10 18:01:13 +02:00
Yiorgis Gozadinos
a592a04031
Removed unused accumulator states
2026-02-10 16:15:30 +02:00
Yiorgis Gozadinos
cf4083d2d7
Add multi-turn integration test with initial context and summarization
2026-02-10 14:55:12 +02:00
Yiorgis Gozadinos
ce3c3e7ed5
Add feature-based chat agent & prompt composition
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
da47e3e345
Unify get_typed() into get() with optional type parameter
...
Fix find_document regression
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
0dd181356e
Update vcr
2026-02-10 14:38:14 +02:00
Yiorgis Gozadinos
bd3b26f78b
Extract get_session_filter helper, remove dead code and duplicate tests
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
84b320765a
Fix analysis tool to use docker sandbox
2026-02-10 14:38:13 +02:00
Yiorgis Gozadinos
3ed9cbb7d3
Use the tools inside the chat agent.
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
2be3389222
DocumentToolset, QAToolset, AnalysisToolset
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
2f229f91e1
Create SearchToolset, refactor QA Agent to use it
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
a3863882cd
Introduce tool module & ToolContext to save state
2026-02-10 14:38:12 +02:00
Yiorgis Gozadinos
a7b79c433d
TUI now generates a UUID session_id on mount and on chat clear
2026-02-10 14:21:22 +02:00
Yiorgis Gozadinos
d1a9439500
Fix session_id not persisting across AG-UI requests
2026-02-10 13:14:05 +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
20414ed959
Additional tests
2026-02-06 12:07:21 +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
dc83dde9ab
Make test_client_resolve_document not require embeddings
2026-02-06 12:07:20 +01:00
Yiorgis Gozadinos
122da834d7
Use resolve_document()
2026-02-06 12:07:19 +01:00
Yiorgis Gozadinos
764b62ee20
Fix tests
2026-02-06 12:07:19 +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
4241a4b09e
Security fixes for RLM. Fix type() builtin, AST validation for dict key access, sql injection
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
9a480cee90
Return program in chat agent analyze;
2026-02-06 12:07:18 +01:00
Yiorgis Gozadinos
ed570633cd
Basic integration of RLM with chat agent
2026-02-06 12:07:18 +01:00
Yiorgis Gozadinos
198a8d5a88
Add pre-loaded documents support and improve RLM test coverage
2026-02-06 12:07:04 +01:00
Yiorgis Gozadinos
fa4d7731d7
Replace ask() with llm(). Add and document the programs written in tests
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
5e7832a6ea
Fix REPL for docling document, add test
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
5e5fc4a7d9
Integration tests for RLM
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
b68b2393e9
Integrate with client, cli, app, mcp
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
75de81accf
RLM agent
2026-02-06 12:07:03 +01:00
Yiorgis Gozadinos
ad416cac84
RLM sandbox environment
2026-02-06 12:07:02 +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
57d5b1bde5
Simplify research planning: remove gather_context, always use planner
2026-01-30 22:32:08 +02:00
Yiorgis Gozadinos
109f770a2a
Refactor research graph to iterative planning approach
2026-01-30 20:46:29 +02:00
Yiorgis Gozadinos
77894b8c35
Clena citation handling now that we handle the total state
2026-01-29 12:12:48 +02:00
Yiorgis Gozadinos
202df368a0
TUI now syncs full session state from AG-UI events
2026-01-29 12:05:46 +02:00
Yiorgis Gozadinos
cbd94f6cc9
Always use state deltas instead of conditional snapshot/delta logic
2026-01-28 17:03:18 +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
e2158c7dad
Handle snapshot deltas in TUI
2026-01-28 15:23:56 +02:00
Yiorgis Gozadinos
3741274c6c
Update ty and fix
2026-01-28 14:24:16 +02:00
Yiorgis Gozadinos
639accc923
Update tests for state deltas
2026-01-28 14:19:42 +02:00
Yiorgis Gozadinos
c27dde2497
Send state deltas updates instead of full state snapshots
2026-01-28 14:06:29 +02:00
Yiorgis Gozadinos
1bc2b5f05a
Add vcr test
2026-01-27 17:28:50 +02:00
Yiorgis Gozadinos
5bfd6db984
Test count_documents
2026-01-27 17:17:05 +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
09aa94bfe5
Fix datetime JSON serialization in AG-UI StateSnapshotEvent
2026-01-27 11:05:01 +02:00
Yiorgis Gozadinos
ee3cb5bd87
Allow initial_context to be set for the chat agent
2026-01-27 10:38:18 +02:00
Yiorgis Gozadinos
6f9bc369dc
Improve coverage
2026-01-26 16:43:12 +02:00
Yiorgis Gozadinos
5976cebe8c
Concolidate tests
2026-01-26 16:43:12 +02:00
Yiorgis Gozadinos
9ce711db29
Update tests
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
a7d7a09c22
Integrate recall functionality into ask tool
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
7835509213
Fix tui test that still wanted to use shortcuts
2026-01-26 16:43:11 +02:00
Yiorgis Gozadinos
77647b08bc
Recall tool in chat agent
2026-01-26 16:42:41 +02:00
Yiorgis Gozadinos
8f35033a42
Update search(), ask() to use get_or_assign_index()
2026-01-26 16:42:41 +02:00
Yiorgis Gozadinos
30e9ff3038
Use session document filter in agent, combine with document name filter if necessary
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
5b14038dc5
Add document_filter to ChatSessionState for session-level filtering
2026-01-26 16:42:40 +02:00
Yiorgis Gozadinos
0f0c3a076f
minor fixes
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
ff92ee8271
Skip gather_context when session context exists
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
5aabae4d06
Remove background_context & simplify
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
9d71ccb213
Move session context to agent, make AGUI work
2026-01-26 16:42:39 +02:00
Yiorgis Gozadinos
93737852a8
Use previous context in summarization
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
9ed8773672
Unify Citation class and context formatting between chat and research agents
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
74eac57ffa
Remove qa_history ranking in favor of SessionContext, planner can skip searching if context adequate
2026-01-26 16:42:38 +02:00
Yiorgis Gozadinos
8441516a73
Tests, widget to show context in tui
2026-01-26 16:41:13 +02:00
Yiorgis Gozadinos
aaddf4a5a9
Dynamic session context to be used in the conversational agent
2026-01-26 16:41:12 +02:00
Yiorgis Gozadinos
b96e5a3be1
Additional prompts needing adapting. Missing cassettes.
2026-01-21 15:17:56 +02:00
Yiorgis Gozadinos
7f51c63ad7
Search results now show rank position instead of raw scores. Consolidate cassettes
2026-01-21 14:54:15 +02:00
Yiorgis Gozadinos
ce95dc47a5
Do not run coverage on download-models & code that requires integration tests
2026-01-21 11:09:35 +02:00
Yiorgis Gozadinos
36a675e1bb
Add jina, mxbai and sentence-transformers to download-models when used
2026-01-21 10:53:45 +02:00
Yiorgis Gozadinos
7ff014684a
Support for jina reranker, both local and API
2026-01-21 10:39:21 +02:00
Yiorgis Gozadinos
b8cf8f5198
Remove reranker cache
2026-01-20 17:26:24 +02:00
Yiorgis Gozadinos
62d35d2907
Add ocr_engine field to ConversionOptions
2026-01-20 13:41:43 +02:00
Yiorgis Gozadinos
f05159859c
Additional fixes to remove type ignores
2026-01-19 16:00:18 +02:00
Yiorgis Gozadinos
5e55c0df54
replace pyright with ty type checker
2026-01-19 15:50:14 +02:00
Yiorgis Gozadinos
f582552f6a
Add tests for migration scenarios
2026-01-19 14:12:51 +02:00
Yiorgis Gozadinos
8b2cc19288
Fix tests
2026-01-19 13:47:20 +02:00
Yiorgis Gozadinos
1316c89135
docs
2026-01-19 13:30:17 +02:00
Yiorgis Gozadinos
5464d24483
require explicit migrate command for database migrations
2026-01-19 13:22:09 +02:00
Yiorgis Gozadinos
bdfc6b87e7
Rename initial_context to background_context
2026-01-16 15:03:42 +02:00
Yiorgis Gozadinos
2054450142
ChatDeps implements StateHandler protocol for proper AG-UI state management
2026-01-16 15:03:41 +02:00
Yiorgis Gozadinos
18362f01c2
Pass context for CLI/app
2026-01-16 15:03:06 +02:00
Yiorgis Gozadinos
d82e1f95c1
Optimize context prompts
2026-01-16 15:03:05 +02:00
Yiorgis Gozadinos
dff489f75f
Add initial_context support to chat agent
2026-01-16 15:03:05 +02:00
Yiorgis Gozadinos
7639c2915e
Add AGUI_STATE_KEY for namespaced AG-UI state emission
2026-01-15 15:46:37 +02:00
Yiorgis Gozadinos
e0da58bb6c
Add tests for settings validation and app operations
2026-01-15 10:46:29 +02:00
Yiorgis Gozadinos
affffc1013
Extract get_package_versions() for info & modals
2026-01-14 18:24:41 +02:00
Yiorgis Gozadinos
fc1ea82cb1
Display on info pydantic-ai and docling-document schema version
2026-01-14 18:14:53 +02:00
Yiorgis Gozadinos
8bdfbe526c
Fix embed-only rebuild with changed vector dimensions
...
When a database was created with one embedding model and rebuild
--embed-only was run with a different model, it failed with a
vector dimension validation error.
- Store reads stored vector_dim when opening existing databases
- _rebuild_embed_only recreates chunks table to handle dimension changes
- Add test for rebuild with changed vector dimensions
2026-01-14 17:42:28 +02:00
Yiorgis Gozadinos
bff613b7dc
Better test coverage
2026-01-14 17:12:33 +02:00
Yiorgis Gozadinos
11f7f02262
Add option to namespace state key as a "feature" for ag-ui apps that maintain their own state
2026-01-14 14:21:08 +02:00
Yiorgis Gozadinos
929c29250e
Additional tests for page & picture images for local and docling-serve
2026-01-14 12:48:13 +02:00
Yiorgis Gozadinos
447e94c5db
Config options for generating page images
2026-01-14 11:55:08 +02:00
Yiorgis Gozadinos
98b3d114b3
Update to docling-document 1.9.0
2026-01-13 19:20:27 +02:00
