Commit graph

22 commits

Author SHA1 Message Date
Yiorgis Gozadinos
2cd568847e
Move the wire rewrite into the compaction capability
`_compact_old_tool_returns`, `PRIOR_TURN_NOTICE` and `turn_start` leave
`RAGCapabilityBase`, along with its `wrap_model_request` hook. The evidence
capabilities now retrieve and validate, and nothing else. Registering the compaction
capability is what rewrites a request; leaving it out sends the transcript untouched,
which was never a choice a host could make before.

The boundary is the recorded question identity rather than message shape, so a
resumption compacts what lies below the question in progress instead of switching
compaction off for the whole run. The newest earlier evidence return carries the
capsule and every other becomes a receipt, so one capsule exists by construction and
every return stays paired with its call.

Pictures of cited evidence are fetched through the capability that retrieved them and
re-attached beside the capsule with fresh labels. Ownership of a picture on the wire
requires the machine tag we write and an image directly after it, since neither
position nor prose is proof: several tools' results can arrive in one request, and a
user quoting our wording above their own picture had it removed. A picture that cannot
be fetched or decoded is emitted with neither its image nor its label.

The chat TUI and the example backend register the compactor, being multi-turn.
`client.ask`, `client.analyze` and the MCP tools do not: a single-shot question has
nothing earlier to compact.
2026-08-13 13:00:02 +03:00
Yiorgis Gozadinos
46f7ab8d97
Name the search result each page image belongs to
ToolReturn.content reaches the model as a user-role message and the pictures
arrive bare, so nothing connects a figure to the chunk it came from:
BinaryContent.identifier does not survive serialization to the vision API, and
the captions in the result text correlate only by position.

Precede each picture with its position, source chunk id and self_ref.
build_binary_parts_from_results becomes build_image_content_from_results and
returns the labels interleaved with the pictures, so both attachment sites emit
them the same way.

This does not stop a model narrating retrieved pictures as user-supplied.
Measured on gemma4-26b with a single note ahead of the batch, and again with
per-image labels: it quotes the label and still says the user provided them.
The message role wins over its text.
2026-08-13 13:00:01 +03:00
Yiorgis Gozadinos
f13a3fb677
Report tool failures with ToolFailed 2026-07-27 18:26:42 +03:00
Yiorgis Gozadinos
a6e5664c78
Verify picture bytes before attaching to multimodal tool returns 2026-05-13 16:01:39 +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
ee41bc676f
remove defensive code 2026-05-04 15:12:27 +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
b01c649684
surface picture image bytes in SearchResult and emit multimodal ToolReturn from the agent search tool 2026-04-30 12:43:05 +03:00
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
70273ecf5b
Remove filter from the search tool 2026-03-02 17:15:38 +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
8c76897af2
Update tui and app to use the toolkit 2026-02-16 12:54:44 +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
05ebd781d4
Move client and tool_context from toolset factories to RunContext.deps 2026-02-12 15:50:46 +02:00
Yiorgis Gozadinos
d67df09cce
Introduce ToolContextCache 2026-02-11 14:18:26 +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
da47e3e345
Unify get_typed() into get() with optional type parameter
Fix find_document regression
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
3ed9cbb7d3
Use the tools inside the chat agent. 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