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Support multiple model types for different reasoning tasks

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mrT23
2025-04-27 08:50:03 +03:00
parent 60a887ffe1
commit f53bd524c5
5 changed files with 27 additions and 17 deletions
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15
pr_agent/tools/pr_code_suggestions.py
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@ -19,7 +19,7 @@ from pr_agent.algo.pr_processing import (add_ai_metadata_to_diff_files,
retry_with_fallback_models)
from pr_agent.algo.token_handler import TokenHandler
from pr_agent.algo.utils import (ModelType, load_yaml, replace_code_tags,
show_relevant_configurations, get_max_tokens, clip_tokens)
show_relevant_configurations, get_max_tokens, clip_tokens, get_model)
from pr_agent.config_loader import get_settings
from pr_agent.git_providers import (AzureDevopsProvider, GithubProvider,
GitLabProvider, get_git_provider,
@ -121,7 +121,7 @@ class PRCodeSuggestions:
# if not self.is_extended:
# data = await retry_with_fallback_models(self._prepare_prediction, model_type=ModelType.REGULAR)
# else:
data = await retry_with_fallback_models(self._prepare_prediction_extended, model_type=ModelType.REGULAR)
data = await retry_with_fallback_models(self.prepare_prediction_main, model_type=ModelType.REGULAR)
if not data:
data = {"code_suggestions": []}
self.data = data
@ -416,9 +416,14 @@ class PRCodeSuggestions:
data = self._prepare_pr_code_suggestions(response)
# self-reflect on suggestions (mandatory, since line numbers are generated now here)
model_reflection = get_settings().config.model
model_reflect_with_reasoning = get_model('model_reasoning')
if model_reflect_with_reasoning == get_settings().config.model and model != get_settings().config.model and model == \
get_settings().config.fallback_models[0]:
# we are using a fallback model (should not happen on regular conditions)
get_logger().warning(f"Using the same model for self-reflection as the one used for suggestions")
model_reflect_with_reasoning = model
response_reflect = await self.self_reflect_on_suggestions(data["code_suggestions"],
patches_diff, model=model_reflection)
patches_diff, model=model_reflect_with_reasoning)
if response_reflect:
await self.analyze_self_reflection_response(data, response_reflect)
else:
@ -675,7 +680,7 @@ class PRCodeSuggestions:
get_logger().error(f"Error removing line numbers from patches_diff_list, error: {e}")
return patches_diff_list
async def _prepare_prediction_extended(self, model: str) -> dict:
async def prepare_prediction_main(self, model: str) -> dict:
# get PR diff
if get_settings().pr_code_suggestions.decouple_hunks:
self.patches_diff_list = get_pr_multi_diffs(self.git_provider,