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@roomote roomote bot commented Sep 18, 2025

Summary

This PR attempts to address Issue #8113 by fixing the incorrect payload format sent to Gemini's countTokens method, which was causing premature context truncation in long-running conversations.

Problem

The Gemini token counting was failing because we were sending Part[] instead of the required Content[] format. This caused the SDK to return undefined for token counts, forcing a fallback to the generic tiktoken estimator that overestimates tokens by 1.5x, leading to premature truncation at ~90k-130k tokens instead of the expected ~250k.

Solution

  • Fixed countTokens method in src/api/providers/gemini.ts to wrap the parts in a proper Content structure with user role
  • The SDK now receives the correct format: [{ role: "user", parts: Part[] }]
  • Maintained the existing fallback mechanism for resilience

Changes

  • src/api/providers/gemini.ts: Updated countTokens to send correct Content[] format
  • src/api/providers/tests/gemini.spec.ts: Added comprehensive tests for countTokens including:
    • Correct format validation
    • Multimodal content handling
    • Fallback scenarios when SDK returns undefined or throws errors
    • Empty content handling

Testing

  • ✅ All existing tests pass
  • ✅ Added 5 new test cases for countTokens method
  • ✅ Verified the correct Content[] structure is sent to the SDK

Notes

  • The fallback to tiktoken remains in place as a safety net
  • This fix addresses the primary cause of premature truncation
  • The optional context window configuration adjustment mentioned in the issue can be handled separately if needed

Fixes #8113

Feedback and guidance are welcome!


Important

Fixes countTokens payload format in gemini.ts to prevent premature context truncation, with comprehensive tests added.

This description was created by Ellipsis for 18995aa. You can customize this summary. It will automatically update as commits are pushed.

…ad of Part[]

- Fixed countTokens method to wrap parts in proper Content structure with user role
- Added comprehensive tests for countTokens including multimodal content and fallback scenarios
- This resolves premature context truncation due to incorrect token counting

Fixes #8113
@roomote roomote bot requested review from cte, jr and mrubens as code owners September 18, 2025 01:13
@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. bug Something isn't working labels Sep 18, 2025
@hannesrudolph hannesrudolph added the Issue/PR - Triage New issue. Needs quick review to confirm validity and assign labels. label Sep 18, 2025
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Reviewed my own code. Found it surprisingly coherent for something I wrote 5 minutes ago.

const { id: model } = this.getModel()

// Wrap the parts in a proper Content structure with user role
// The SDK expects Content[] format: [{ role: "user", parts: Part[] }]
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Could we make this comment slightly more detailed? Something like:

Suggested change
// The SDK expects Content[] format: [{ role: "user", parts: Part[] }]
// Wrap the parts in a proper Content structure with user role
// The SDK expects Content[] format: [{ role: "user", parts: Part[] }]
// Previously we were sending Part[] directly, causing the SDK to return undefined

This would help future maintainers understand why this specific format is critical.

],
})
})
})
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Consider adding a test case with tool_use/tool_result content blocks? The issue specifically mentions functionCall/functionResponse parts can cause problems with the wrong format. Would be good to ensure our fix handles those cases too.

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bug Something isn't working Issue/PR - Triage New issue. Needs quick review to confirm validity and assign labels. size:L This PR changes 100-499 lines, ignoring generated files.

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Successfully merging this pull request may close these issues.

[BUG] Gemini: premature truncation due to incorrect countTokens payload and inflated fallback; consider contextWindow alignment

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