Files
windmill/backend/migrations/20260916144653_flow_conversation_message_tool_call.up.sql
GuilhemandClaude Opus 5 a571117f3f feat: store mcp tool call, result and reasoning on flow conversation rows (#11176)
* feat: store mcp tool call, result and reasoning on flow conversation rows

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: keep the failure reason and web search citations on tool rows

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: persist a structured answer as its own row and keep reasoning-only rows from closing a turn

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: keep a failed Windmill tool's error on its conversation row

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: let a structured answer row claim its streamed thinking

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: scope a structured answer's claim to its own turn and document the row fields as stored

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* fix: claim a textless assistant row only within the newest turn

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

* refactor: store the thinking that led to a tool call on the tool row

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: keep tool calls in stream order and scope a structured answer to its turn

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat: store the files a user message carried as object-storage references on its row

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat(chat-sdk): read a message's attachments and build their download URL

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat(chat-sdk): carry a loaded user message's attachments in AI SDK metadata

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* feat: store the model's call and what it got back on every tool row

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: pass no extras in the orphaned-conversation test's message insert

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(chat-sdk): keep a stored JSON null tool result instead of the row text

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: label a tool call the turn finished without as not finished

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: keep a structured answer's streamed call out of the did-not-finish label

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: write a turn's conversation rows in order and describe stored tool calls

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix: await the image answer row like the agent loop's other rows

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(chat-sdk): place a row nothing streamed by its sequence, not at the end

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(chat-sdk): place only tool rows by sequence, keep a closing row last

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

* fix(flow chat): show a failed tool's error, and no Retry on a running or stopped turn

A failed tool card showed the row label in place of the error the row now
stores. The live tool result now reports failures, so a failed call briefly
flagged a running turn as failed; a stopped turn, whose last row is the
failed tool or the cancelled flow's failure, offered Retry too.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-17 15:35:18 +02:00

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SQL

-- A chat is rebuilt from its rows without reading jobs, so every tool row carries its call:
-- the arguments the model wrote and the text the model got back, or what the call failed
-- with. A script or flow tool's job holds the args its input transforms produced, not the
-- model's; an MCP tool runs inside the agent's job, whose result lists every call of the
-- turn with nothing tying one to a row. A provider-native web search carries only its
-- citations, the provider never returning the query.
ALTER TABLE flow_conversation_message ADD COLUMN tool_arguments TEXT;
ALTER TABLE flow_conversation_message ADD COLUMN tool_result TEXT;
-- The thinking behind this row. The agent job keeps the turn's thinking as one string;
-- the rows keep it per iteration, next to the answer or tool call it led to.
ALTER TABLE flow_conversation_message ADD COLUMN reasoning TEXT;