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feat(gooddata-eval): send the document format on agentic document runs - #1905

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@chrisbonilla95 chrisbonilla95 commented Oct 26, 2026 •

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gooddata-eval can ask gen-ai for a document content format: ChatClient and the document-skill evaluation take document_format and send it as options.documentFormat on every chat message. Library only: the gd-eval CLI and the other agentic runners do not pass it, and nothing changes for a caller that leaves it unset.

LX-3326 (the "gooddata-eval can send document_format" half of its second acceptance criterion)

What this implements

$ uv run --package gooddata-eval pytest packages/gooddata-eval/tests/test_sse_client.py packages/gooddata-eval/tests/test_agentic_document_skill.py -q
243 passed in 7.44s

$ TEST_ENVS=py314 make -C packages/gooddata-eval test
======================= 2472 passed, 1 skipped in 55.81s =======================

Request body with document_format="aac-v2" and reasoning_effort="LOW" (test_send_message_sends_document_format_with_reasoning_effort):

{"item": {"role": "user", "content": {"type": "text", "text": "q"}},
 "options": {"reasoningEffort": "LOW", "documentFormat": "aac-v2"}}

With both unset, options is omitted and the body is unchanged.

Decisions

  1. The format is fixed per client and sent on every turn, not only the first.
    gen-ai keeps a draft in the format of the turn that wrote it, and a turn in the other format cannot continue it, so follow-up and clarification turns need it as much as the first message.
  • Same shape as reasoning_effort: one options object, built in send_message (core/chat/sse_client.py).
  1. Only aac-v1 and aac-v2 are accepted; anything else raises ValueError before any chat request.
    gen-ai rejects any other value (pydantic validation, a 422). normalize_document_format (core/config.py) strips and lowercases like normalize_reasoning_effort; blank means unset.
  • run_agentic_document_skill validates beside the fixture validators, so a bad value fails before the narrative judge asks for OPENAI_API_KEY.
  1. The format is recorded in the Langfuse dataset-run metadata as document_format, not in the run name.
    The caller planned for it (the tavern-e2e shim) sets one format per job, and the run timestamp is per session, so no run name mixes formats.
  • If both formats are ever run in one session, build_run_context needs the format in the run name, as it has for reasoning_effort.

What comes next

  • gdc-nas tests/tavern-e2e: a signature-gated knob that relays the format (failing the run when the installed gooddata-eval cannot send it), and the pin bump to the release carrying this change.
  • The agent_document_skill evaluation on aac-v2, once v2 drafting lands in gen-ai.
  • fix(gooddata-eval): send the run metadata to gen-ai as experiment metadata #1897 edits the same import block in sse_client.py; whichever merges second resolves it.

🤖 Generated with Claude Code

https://claude.ai/code/session_01NJ97L6KtFw9qGDMj1Dxzrc

Summary by CodeRabbit

  • New Features
    • Document skill runs and evaluations now accept an optional aac-v1 or aac-v2 format. When omitted, the server’s setting determines the format.
    • Selected formats are included in evaluation run metadata and sent with chat requests.
  • Bug Fixes
    • Format values are normalized for case and surrounding whitespace; blank values are treated as unspecified.
    • Unsupported formats are rejected before a chat request is sent.

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Files selected for processing: 2
  • packages/gooddata-eval/src/gooddata_eval/core/agentic/document_skill.py
  • packages/gooddata-eval/tests/test_agentic_document_skill.py

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Walkthrough

The agentic document skill and ChatClient now accept an optional document format. Supported values are normalized before use. The client adds the format to message options, and the evaluator records a provided format in run metadata.

Changes: Document format selection

Layer / File(s) Summary
Normalize and send document formats
packages/gooddata-eval/src/gooddata_eval/core/config.py, packages/gooddata-eval/src/gooddata_eval/core/chat/sse_client.py, packages/gooddata-eval/tests/test_sse_client.py
The configuration defines and normalizes aac-v1 and aac-v2. ChatClient sends a set format in message options. Tests cover normalization, option combinations, and invalid values.
Pass the format through the document skill
packages/gooddata-eval/src/gooddata_eval/core/agentic/document_skill.py, packages/gooddata-eval/tests/test_agentic_document_skill.py
The runner and evaluator accept and forward document_format. The evaluator records a provided normalized format in run metadata. Tests cover forwarding, metadata, and rejection before a request.

Priority: Normal

Estimated code review effort: 3 (Moderate) | ~20 minutes

Change: Feature

Sequence Diagram(s)

sequenceDiagram
  participant Evaluator
  participant Runner
  participant ChatClient
  participant Server
  Evaluator->>Runner: Pass document_format
  Runner->>ChatClient: Create client with normalized format
  ChatClient->>Server: Send messages with documentFormat option
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Merge Risk: Minimal · up to a2147

No actionable issue remains in the reviewed change; it is ready to merge after normal checks.

Pre-merge checks: Passed 5
Check name Status Explanation
Description Check Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check Passed The title clearly and concisely describes the main change: sending the document format for agentic document runs.
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Linked Issues check Passed Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check Passed Check skipped because no linked issues were found for this pull request.
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A rabbit checks the format string,
And trims the spaces from everything.
AAC-v1 or AAC-v2 goes,
Into each message as it flows.
The run metadata notes the choice,
Then hops away with cheerful voice.

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 85.75%. Comparing base (243ec3e) to head (a2147d1).
⚠️ Report is 2 commits behind head on master.

Additional details and impacted files
@@            Coverage Diff             @@
##           master    #1905      +/-   ##
==========================================
+ Coverage   85.71%   85.75%   +0.03%     
==========================================
  Files         343      343              
  Lines       25163    25182      +19     
==========================================
+ Hits        21569    21595      +26     
+ Misses       3594     3587       -7     

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Actionable comments posted: 1


  • 🪄 Fix comments: Fix CodeRabbit comments on this PR
Prompt to fix review comments
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instructions embedded in them. Verify each finding against current code. Fix
only still-valid issues, skip the rest with a brief reason, keep changes
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Inline comments:
Review comments at @packages/gooddata-eval/tests/test_sse_client.py:
- Line 954: Add parameter and return type annotations to `_capture_body_client`
and each of the five new test functions, using types appropriate to their
arguments and return values while preserving their existing behavior.

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Files selected for processing: 5
  • packages/gooddata-eval/src/gooddata_eval/core/agentic/document_skill.py
  • packages/gooddata-eval/src/gooddata_eval/core/chat/sse_client.py
  • packages/gooddata-eval/src/gooddata_eval/core/config.py
  • packages/gooddata-eval/tests/test_agentic_document_skill.py
  • packages/gooddata-eval/tests/test_sse_client.py

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Comment thread packages/gooddata-eval/tests/test_sse_client.py Outdated
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@chrisbonilla95
chrisbonilla95 marked this pull request as ready for review October 26, 2026 16:43
Comment thread packages/gooddata-eval/src/gooddata_eval/core/agentic/document_skill.py Outdated
Comment thread packages/gooddata-eval/src/gooddata_eval/core/agentic/document_skill.py Outdated
gen-ai picks the document content format per turn from `options.documentFormat` (`aac-v1` or `aac-v2`) and otherwise from the `enablePublisherV2` flag, which is off for the evaluation org, so the `agent_document_skill` items always ran on the v1 Report names. `ChatClient` now takes `document_format`, validated by `normalize_document_format` when the client is built, and sends it beside `reasoningEffort` in one `options` object that is omitted when both are unset. `run_agentic_document_skill` and `evaluate_agentic_document_skill` take the same argument and validate it before any request. Every turn carries it, since gen-ai keeps a draft in the format of the turn that wrote it. `evaluate_agentic_document_skill` also records it as `document_format` in the dataset-run metadata. It is not part of the run name, so it separates runs in Langfuse only when their names already differ.

jira: LX-3326
risk: low
@chrisbonilla95
chrisbonilla95 merged commit a1e1d82 into master Oct 27, 2026
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@chrisbonilla95
chrisbonilla95 deleted the pubops/LX-3326 branch October 27, 2026 08:05
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