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cleanup
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58d5fa1e4c
commit
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1 changed files with 14 additions and 7 deletions
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@ -196,13 +196,22 @@ async def _run_reference_model_safe(
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return model, content, True
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except Exception as e:
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error_str = str(e)
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# Log more detailed error information for debugging
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if "invalid" in error_str.lower():
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print(f"⚠️ {model} invalid request error (attempt {attempt + 1}): {error_str}")
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elif "rate" in error_str.lower() or "limit" in error_str.lower():
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print(f"⚠️ {model} rate limit error (attempt {attempt + 1}): {error_str}")
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else:
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print(f"⚠️ {model} unknown error (attempt {attempt + 1}): {error_str}")
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if attempt < max_retries - 1:
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# Exponential backoff for rate limiting
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sleep_time = 2 ** attempt
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print(f"⚠️ {model} failed (attempt {attempt + 1}), retrying in {sleep_time}s: {str(e)}")
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print(f" Retrying in {sleep_time}s...")
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await asyncio.sleep(sleep_time)
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else:
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error_msg = f"{model} failed after {max_retries} attempts: {str(e)}"
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error_msg = f"{model} failed after {max_retries} attempts: {error_str}"
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print(f"❌ {error_msg}")
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return model, error_msg, False
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@ -370,15 +379,14 @@ async def mixture_of_agents_tool(
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print(f"✅ MoA processing completed in {processing_time:.2f} seconds")
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# Prepare successful response (only final aggregated result)
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# Prepare successful response (only final aggregated result, minimal fields)
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result = {
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"success": True,
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"response": final_response,
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"models_used": {
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"reference_models": ref_models,
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"aggregator_model": agg_model
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},
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"processing_time": processing_time
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}
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}
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debug_call_data["success"] = True
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@ -400,7 +408,7 @@ async def mixture_of_agents_tool(
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end_time = datetime.datetime.now()
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processing_time = (end_time - start_time).total_seconds()
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# Prepare error response
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# Prepare error response (minimal fields)
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result = {
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"success": False,
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"response": "MoA processing failed. Please try again or use a single model for this query.",
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@ -408,7 +416,6 @@ async def mixture_of_agents_tool(
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"reference_models": reference_models or REFERENCE_MODELS,
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"aggregator_model": aggregator_model or AGGREGATOR_MODEL
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},
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"processing_time": processing_time,
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"error": error_msg
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}
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