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Fix: Add claude-opus-4-7 to NO_SUPPORT_TEMPERATURE_MODELS (#2400)#2409

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Fix: Add claude-opus-4-7 to NO_SUPPORT_TEMPERATURE_MODELS (#2400)#2409
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Fix: Add claude-opus-4-7 to NO_SUPPORT_TEMPERATURE_MODELS

Problem Description

Fixes issue #2400

When using Claude Opus 4-7 models (via Vertex AI, Anthropic, or Bedrock), PR-Agent fails with a 400 error because Anthropic has deprecated the temperature parameter for these models.

Error message: itellm.BadRequestError: Vertex_aiException BadRequestError -
{"type":"error","error":{"type":"invalid_request_error","message":"temperature is deprecated for this model."}}

Affected models:

  • claude-opus-4-7
  • vertex_ai/claude-opus-4-7
  • anthropic/claude-opus-4-7
  • bedrock/anthropic.claude-opus-4-7

Solution

Added all Claude Opus 4-7 model variants to the existing NO_SUPPORT_TEMPERATURE_MODELS list in pr_agent/algo/__init__.py.

This follows the same pattern used for other models that don't support temperature (o1, o3, gpt-5-mini, etc.). The LiteLLMAIHandler already has logic to skip sending the temperature parameter for any model in this list.

Changes Made

File changed: pr_agent/algo/__init__.py

Added to NO_SUPPORT_TEMPERATURE_MODELS:

# Anthropic Claude Opus 4-7 - temperature is deprecated (Issue #2400)
"claude-opus-4-7",
"claude-3-7-opus",
"vertex_ai/claude-opus-4-7",
"anthropic/claude-opus-4-7",
"bedrock/anthropic.claude-opus-4-7",
"bedrock/anthropic.claude-opus-4-7-v1:0",
"bedrock/us.anthropic.claude-opus-4-7",
"bedrock/global.anthropic.claude-opus-4-7",

@github-actions github-actions Bot added the bug label May 24, 2026
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Review Summary by Qodo

Add claude-opus-4-7 variants to NO_SUPPORT_TEMPERATURE_MODELS

🐞 Bug fix

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Walkthroughs

Description
• Add Claude Opus 4-7 model variants to temperature exclusion list
• Fixes 400 error from Anthropic deprecating temperature parameter
• Covers all provider variants: Vertex AI, Anthropic, Bedrock
• Follows existing pattern for unsupported temperature models
Diagram
flowchart LR
  A["Claude Opus 4-7 Models"] -->|"Add to exclusion list"| B["NO_SUPPORT_TEMPERATURE_MODELS"]
  B -->|"LiteLLMAIHandler skips"| C["Temperature Parameter"]
  C -->|"Prevents"| D["400 BadRequestError"]

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File Changes

1. pr_agent/algo/__init__.py 🐞 Bug fix +12/-1

Add Claude Opus 4-7 models to temperature exclusion list

• Added 8 Claude Opus 4-7 model variants to NO_SUPPORT_TEMPERATURE_MODELS list
• Includes base model name and provider-specific variants (Vertex AI, Anthropic, Bedrock)
• Added explanatory comment indicating Anthropic deprecated temperature for these models
• Fixed trailing comma on previous last entry to maintain list formatting

pr_agent/algo/init.py


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qodo-free-for-open-source-projects Bot commented May 24, 2026

Code Review by Qodo

🐞 Bugs (1) 📘 Rule violations (0) 📎 Requirement gaps (0)

Context used

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Action required

1. Model lists inconsistent 🐞 Bug ≡ Correctness
Description
NO_SUPPORT_TEMPERATURE_MODELS now includes model IDs that are not present in MAX_TOKENS, so
configuring those models will still crash in get_max_tokens() (even though temperature is
skipped). This specifically affects bedrock/anthropic.claude-opus-4-7-v1:0 and the newly-added
aliases claude-3-7-opus and claude-opus-4.7.
Code

pr_agent/algo/init.py[R299-304]

Evidence
The added model IDs are checked via exact string membership to decide whether to send temperature,
but the system also calls get_max_tokens(model) in core PR processing. Because get_max_tokens
raises when the model is not present in MAX_TOKENS, the newly-added but unmapped model IDs will
crash execution even though temperature is skipped.

pr_agent/algo/init.py[278-307]
pr_agent/algo/init.py[150-160]
pr_agent/algo/utils.py[992-1010]
pr_agent/algo/pr_processing.py[72-80]
pr_agent/algo/ai_handlers/litellm_ai_handler.py[472-476]

Agent prompt
The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
Several newly added entries in `NO_SUPPORT_TEMPERATURE_MODELS` are not recognized by the rest of the system because they are missing from `MAX_TOKENS`. When a user configures one of these models, PR-Agent will raise an exception in `get_max_tokens()` before making any LLM request.
## Issue Context
- `get_max_tokens(model)` hard-fails when `model` is not in `MAX_TOKENS` and no `config.custom_model_max_tokens` is set.
- The PR added `bedrock/anthropic.claude-opus-4-7-v1:0` (and some additional aliases) to `NO_SUPPORT_TEMPERATURE_MODELS`, but did not add corresponding `MAX_TOKENS` entries.
## Fix Focus Areas
- pr_agent/algo/__init__.py[278-307]
- pr_agent/algo/__init__.py[150-160]
- pr_agent/algo/utils.py[992-1010]
## Suggested fix
1. Add missing `MAX_TOKENS` entries for the newly-added model IDs that are intended to be supported (at minimum `bedrock/anthropic.claude-opus-4-7-v1:0` should map to the same token limit as `bedrock/anthropic.claude-opus-4-7`).
2. For `claude-3-7-opus` and `claude-opus-4.7`, either:
 - add them to `MAX_TOKENS` with the correct limits if they are valid model names in this project, or
 - remove them from `NO_SUPPORT_TEMPERATURE_MODELS` if they are typos / not supported.
3. (Optional but recommended) Add/extend a unit test similar to `test_claude_opus_4_7_model_max_tokens` to cover the `-v1:0` Bedrock variant if you keep it.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools


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Previous review results

Review updated until commit 80aa7ac

Results up to commit e5460ca


🐞 Bugs (1) 📘 Rule violations (0) 📎 Requirement gaps (0)

Context used

Action required
1. Model lists inconsistent 🐞 Bug ≡ Correctness
Description
NO_SUPPORT_TEMPERATURE_MODELS now includes model IDs that are not present in MAX_TOKENS, so
configuring those models will still crash in get_max_tokens() (even though temperature is
skipped). This specifically affects bedrock/anthropic.claude-opus-4-7-v1:0 and the newly-added
aliases claude-3-7-opus and claude-opus-4.7.
Code

pr_agent/algo/init.py[R299-304]

Evidence
The added model IDs are checked via exact string membership to decide whether to send temperature,
but the system also calls get_max_tokens(model) in core PR processing. Because get_max_tokens
raises when the model is not present in MAX_TOKENS, the newly-added but unmapped model IDs will
crash execution even though temperature is skipped.

pr_agent/algo/init.py[278-307]
pr_agent/algo/init.py[150-160]
pr_agent/algo/utils.py[992-1010]
pr_agent/algo/pr_processing.py[72-80]
pr_agent/algo/ai_handlers/litellm_ai_handler.py[472-476]

Agent prompt
The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
Several newly added entries in `NO_SUPPORT_TEMPERATURE_MODELS` are not recognized by the rest of the system because they are missing from `MAX_TOKENS`. When a user configures one of these models, PR-Agent will raise an exception in `get_max_tokens()` before making any LLM request.

## Issue Context
- `get_max_tokens(model)` hard-fails when `model` is not in `MAX_TOKENS` and no `config.custom_model_max_tokens` is set.
- The PR added `bedrock/anthropic.claude-opus-4-7-v1:0` (and some additional aliases) to `NO_SUPPORT_TEMPERATURE_MODELS`, but did not add corresponding `MAX_TOKENS` entries.

## Fix Focus Areas
- pr_agent/algo/__init__.py[278-307]
- pr_agent/algo/__init__.py[150-160]
- pr_agent/algo/utils.py[992-1010]

## Suggested fix
1. Add missing `MAX_TOKENS` entries for the newly-added model IDs that are intended to be supported (at minimum `bedrock/anthropic.claude-opus-4-7-v1:0` should map to the same token limit as `bedrock/anthropic.claude-opus-4-7`).
2. For `claude-3-7-opus` and `claude-opus-4.7`, either:
  - add them to `MAX_TOKENS` with the correct limits if they are valid model names in this project, or
  - remove them from `NO_SUPPORT_TEMPERATURE_MODELS` if they are typos / not supported.
3. (Optional but recommended) Add/extend a unit test similar to `test_claude_opus_4_7_model_max_tokens` to cover the `-v1:0` Bedrock variant if you keep it.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools


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Comment thread pr_agent/algo/__init__.py
Comment on lines +299 to +304
"claude-3-7-opus",
"claude-opus-4.7",
"vertex_ai/claude-opus-4-7",
"anthropic/claude-opus-4-7",
"bedrock/anthropic.claude-opus-4-7",
"bedrock/anthropic.claude-opus-4-7-v1:0",
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Action required

1. Model lists inconsistent 🐞 Bug ≡ Correctness

NO_SUPPORT_TEMPERATURE_MODELS now includes model IDs that are not present in MAX_TOKENS, so
configuring those models will still crash in get_max_tokens() (even though temperature is
skipped). This specifically affects bedrock/anthropic.claude-opus-4-7-v1:0 and the newly-added
aliases claude-3-7-opus and claude-opus-4.7.
Agent Prompt
## Issue description
Several newly added entries in `NO_SUPPORT_TEMPERATURE_MODELS` are not recognized by the rest of the system because they are missing from `MAX_TOKENS`. When a user configures one of these models, PR-Agent will raise an exception in `get_max_tokens()` before making any LLM request.

## Issue Context
- `get_max_tokens(model)` hard-fails when `model` is not in `MAX_TOKENS` and no `config.custom_model_max_tokens` is set.
- The PR added `bedrock/anthropic.claude-opus-4-7-v1:0` (and some additional aliases) to `NO_SUPPORT_TEMPERATURE_MODELS`, but did not add corresponding `MAX_TOKENS` entries.

## Fix Focus Areas
- pr_agent/algo/__init__.py[278-307]
- pr_agent/algo/__init__.py[150-160]
- pr_agent/algo/utils.py[992-1010]

## Suggested fix
1. Add missing `MAX_TOKENS` entries for the newly-added model IDs that are intended to be supported (at minimum `bedrock/anthropic.claude-opus-4-7-v1:0` should map to the same token limit as `bedrock/anthropic.claude-opus-4-7`).
2. For `claude-3-7-opus` and `claude-opus-4.7`, either:
   - add them to `MAX_TOKENS` with the correct limits if they are valid model names in this project, or
   - remove them from `NO_SUPPORT_TEMPERATURE_MODELS` if they are typos / not supported.
3. (Optional but recommended) Add/extend a unit test similar to `test_claude_opus_4_7_model_max_tokens` to cover the `-v1:0` Bedrock variant if you keep it.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

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Thank you for the review. The issue about inconsistent model lists has been resolved.

The missing models have been added to MAX_TOKENS in commit 80aa7ac:

  • claude-3-7-opus: 200,000 tokens
  • claude-opus-4.7: 1,000,000 tokens
  • bedrock/anthropic.claude-opus-4-7-v1:0: 1,000,000 tokens

All Claude Opus 4-7 variants are now present in both MAX_TOKENS (for token calculation) and NO_SUPPORT_TEMPERATURE_MODELS (to skip temperature parameter). This ensures get_max_tokens() works correctly when these models are configured.

The token limits are based on Anthropic's official documentation:

  • Claude Opus 4-7: 1,000,000 token context window
  • Claude 3.7 Opus: 200,000 token context window

The change maintains consistency between both lists and follows the existing pattern for model configuration.

Please review the updated PR. Thank you.

@utsab345 utsab345 force-pushed the fix/claude-opus-4-7-temperature branch from e5460ca to 80aa7ac Compare May 24, 2026 15:52
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qodo-free-for-open-source-projects Bot commented May 24, 2026

Persistent review updated to latest commit 80aa7ac

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