debug_results.json

{
  "tool_initialization": {
    "calculator": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "python": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "wikipedia": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "arxiv": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "file": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "shell": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": null,
      "instance_created": true
    },
    "firecrawl": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": true,
      "instance_created": true
    },
    "exa": {
      "status": "SUCCESS",
      "error": null,
      "api_key_present": true,
      "instance_created": true
    },
    "multimodal": {
      "status": "SUCCESS",
      "error": null,
      "mistral_available": true,
      "transformers_available": true,
      "whisper_available": true,
      "capabilities": {
        "agent_type": "mistral_multimodal",
        "capabilities": {
          "text_generation": false,
          "image_analysis": true,
          "audio_transcription": true,
          "document_analysis": true,
          "vision_reasoning": false
        },
        "models": {
          "text_generation": null,
          "vision": "BLIP-2",
          "audio": "faster-whisper-base",
          "document_qa": "distilbert-base-cased"
        },
        "dependencies": {
          "mistral_api": false,
          "whisper": true,
          "transformers": true,
          "vision_pipeline": true
        }
      }
    }
  },
  "tool_functionality": {
    "calculator": {
      "status": "SUCCESS",
      "test_input": "multiply(25, 17)",
      "expected": 425,
      "actual": 425,
      "raw_result": "{\"operation\": \"multiplication\", \"result\": 425}",
      "error": null
    },
    "python": {
      "status": "FAILED",
      "test_input": "result = sum(range(1, 11))\nprint(result)",
      "expected": "55",
      "actual": "Python execution completed successfully (output may be captured elsewhere)",
      "raw_result": "successfully ran python code",
      "error": null
    },
    "wikipedia": {
      "status": "SUCCESS",
      "test_input": "Paris France capital",
      "actual": "{\"meta_data\": {}, \"content\": \"Paris (French pronunciation: [pa\\u0281i] ) is the capital and largest city of France. With an estimated population of 2,048,472 residents in January 2025 in an area of mo...",
      "error": null
    },
    "arxiv": {
      "status": "SUCCESS",
      "test_input": "machine learning",
      "actual": "[\n    {\n        \"title\": \"Lecture Notes: Optimization for Machine Learning\",\n        \"id\": \"1909.03550v1\",\n        \"entry_id\": \"http://arxiv.org/abs/1909.03550v1\",\n        \"authors\": [\n            \"El...",
      "error": null
    },
    "firecrawl": {
      "status": "SUCCESS",
      "test_input": "https://httpbin.org/json",
      "actual": "{\"url\": null, \"markdown\": \"```json\\n{\\n  \\\"slideshow\\\": {\\n    \\\"author\\\": \\\"Yours Truly\\\", \\n    \\\"date\\\": \\\"date of publication\\\", \\n    \\\"slides\\\": [\\n      {\\n        \\\"title\\\": \\\"Wake up to Wonde...",
      "error": null
    },
    "exa": {
      "status": "SUCCESS",
      "test_input": "Python programming",
      "actual": "[\n    {\n        \"url\": \"https://www.python.org/\",\n        \"title\": \"Welcome to Python.org\",\n        \"published_date\": \"2025-05-26T19:35:00.000Z\",\n        \"text\": \"Notice: While JavaScript is not essen...",
      "error": null
    },
    "file": {
      "status": "SUCCESS",
      "test_input": "current directory",
      "actual": "[\n    \"/workspaces/gaia-agent-python/deployment-ready/tests\",\n    \"/workspaces/gaia-agent-python/deployment-ready/FIXES_APPLIED.md\",\n    \"/workspaces/gaia-agent-python/deployment-ready/upload_to_hf.py...",
      "error": null
    },
    "shell": {
      "status": "SUCCESS",
      "test_input": "echo 'Hello World'",
      "expected": "Hello World",
      "actual": "Error: [Errno 2] No such file or directory: \"echo 'Hello World'\"",
      "error": null
    },
    "image_analysis": {
      "status": "FAILED",
      "test_input": "Red color image analysis",
      "actual": "Image shows: a red background with a white border. Question: What color is this image? (Unable to reason without Mistral API)",
      "error": "Image shows: a red background with a white border. Question: What color is this image? (Unable to reason without Mistral API)"
    },
    "audio_transcription": {
      "status": "SUCCESS",
      "test_input": "Test audio file",
      "actual": "",
      "error": null
    },
    "document_analysis": {
      "status": "SUCCESS",
      "test_input": "Document Q&A about answer 42",
      "expected": "42",
      "actual": "42",
      "error": null
    }
  },
  "api_integrations": {
    "MISTRAL_API_KEY": {
      "present": true,
      "length": 32,
      "valid_format": false
    },
    "EXA_API_KEY": {
      "present": true,
      "length": 36,
      "valid_format": true
    },
    "FIRECRAWL_API_KEY": {
      "present": true,
      "length": 35,
      "valid_format": true
    },
    "mistral_connectivity": {
      "status": "ERROR",
      "error": "This client is deprecated. To migrate to the new client, please refer to this guide: https://github.com/mistralai/client-python/blob/main/MIGRATION.md. If you need to use this client anyway, pin your version to 0.4.2."
    },
    "exa_connectivity": {
      "status": "FAILED",
      "status_code": 404,
      "error": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n<meta charset=\"utf-8\">\n<title>Error</title>\n</head>\n<body>\n<pre>Cannot GET /search</pre>\n<script>(function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML=\"window.__CF$cv$params={r:'949546e6cff80b56',t:'MTc0ODg0OTc1Ny4wMDAwMDA='};var a=document.createElement('script');a.nonce='';a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);\";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();</script></body>\n</html>\n"
    },
    "firecrawl_connectivity": {
      "status": "SUCCESS",
      "status_code": 200,
      "error": null
    }
  },
  "multimodal_capabilities": {},
  "error_handling": {},
  "overall_status": "CRITICAL_ISSUES",
  "agent_integration": {
    "agent_status": {
      "available": true,
      "tools_count": 11,
      "mistral_api_key_present": true,
      "agent_created": true,
      "multimodal_tools_available": true,
      "multimodal_status": {
        "agent_type": "mistral_multimodal",
        "capabilities": {
          "text_generation": false,
          "image_analysis": true,
          "audio_transcription": true,
          "document_analysis": true,
          "vision_reasoning": false
        },
        "models": {
          "text_generation": null,
          "vision": "BLIP-2",
          "audio": "faster-whisper-base",
          "document_qa": "distilbert-base-cased"
        },
        "dependencies": {
          "mistral_api": false,
          "whisper": true,
          "transformers": true,
          "vision_pipeline": true
        }
      }
    },
    "test_responses": {
      "What is 25 * 17?": {
        "response": "425",
        "status": "SUCCESS"
      },
      "What is the capital of France?": {
        "response": "Paris",
        "status": "SUCCESS"
      }
    }
  },
  "debug_summary": {
    "total_tools_tested": 11,
    "successful_tools": [
      "calculator",
      "wikipedia",
      "arxiv",
      "firecrawl",
      "exa",
      "file",
      "shell",
      "audio_transcription",
      "document_analysis"
    ],
    "failed_tools": [
      "python",
      "image_analysis"
    ],
    "error_tools": [],
    "api_status": {
      "MISTRAL_API_KEY": "UNKNOWN",
      "EXA_API_KEY": "UNKNOWN",
      "FIRECRAWL_API_KEY": "UNKNOWN",
      "mistral_connectivity": "ERROR",
      "exa_connectivity": "FAILED",
      "firecrawl_connectivity": "SUCCESS"
    },
    "critical_issues": [
      "Image processing failures - multimodal capabilities compromised",
      "API integration failures - external service access compromised"
    ],
    "recommendations": [
      "Fix failed tools: python, image_analysis",
      "Install missing multimodal dependencies (transformers, faster-whisper)"
    ]
  }
}