weval-consulting/api/ai-gap-cache.json

{
  "timestamp": "2026-03-30T15:57:23",
  "total_gaps": 8,
  "gaps": {
    "pdf_report": {
      "current_score": 47,
      "gap": 43,
      "priority": "critical",
      "candidates": []
    },
    "proposal": {
      "current_score": 47,
      "gap": 43,
      "priority": "critical",
      "candidates": []
    },
    "code": {
      "current_score": 59,
      "gap": 31,
      "priority": "high",
      "candidates": [
        {
          "name": "star-vector",
          "full_name": "joanrod/star-vector",
          "stars": 4329,
          "description": "StarVector is a foundation model for SVG generation that transforms vectorization into a code genera",
          "url": "https://github.com/joanrod/star-vector",
          "language": "Python"
        },
        {
          "name": "CodeT5",
          "full_name": "salesforce/CodeT5",
          "stars": 3101,
          "description": "Home of CodeT5: Open Code LLMs for Code Understanding and Generation",
          "url": "https://github.com/salesforce/CodeT5",
          "language": "Python"
        },
        {
          "name": "magicoder",
          "full_name": "ise-uiuc/magicoder",
          "stars": 2091,
          "description": "[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct",
          "url": "https://github.com/ise-uiuc/magicoder",
          "language": "Python"
        },
        {
          "name": "posthog",
          "full_name": "PostHog/posthog",
          "stars": 32281,
          "description": "\ud83e\udd94 PostHog is an all-in-one developer platform for building successful products. We offer product ana",
          "url": "https://github.com/PostHog/posthog",
          "language": "Python"
        },
        {
          "name": "Archon",
          "full_name": "coleam00/Archon",
          "stars": 13838,
          "description": "Beta release of Archon OS - the knowledge and task management backbone for AI coding assistants.",
          "url": "https://github.com/coleam00/Archon",
          "language": "Python"
        }
      ]
    },
    "data_analysis": {
      "current_score": 59,
      "gap": 31,
      "priority": "high",
      "candidates": [
        {
          "name": "funNLP",
          "full_name": "fighting41love/funNLP",
          "stars": 79697,
          "description": "\u4e2d\u82f1\u6587\u654f\u611f\u8bcd\u3001\u8bed\u8a00\u68c0\u6d4b\u3001\u4e2d\u5916\u624b\u673a/\u7535\u8bdd\u5f52\u5c5e\u5730/\u8fd0\u8425\u5546\u67e5\u8be2\u3001\u540d\u5b57\u63a8\u65ad\u6027\u522b\u3001\u624b\u673a\u53f7\u62bd\u53d6\u3001\u8eab\u4efd\u8bc1\u62bd\u53d6\u3001\u90ae\u7bb1\u62bd\u53d6\u3001\u4e2d\u65e5\u6587\u4eba\u540d\u5e93\u3001\u4e2d\u6587\u7f29\u5199\u5e93\u3001\u62c6\u5b57\u8bcd\u5178\u3001\u8bcd\u6c47\u60c5\u611f\u503c\u3001\u505c\u7528\u8bcd\u3001\u53cd\u52a8\u8bcd\u8868\u3001\u66b4\u6050\u8bcd\u8868\u3001\u7e41\u7b80\u4f53\u8f6c\u6362\u3001\u82f1\u6587\u6a21",
          "url": "https://github.com/fighting41love/funNLP",
          "language": "Python"
        },
        {
          "name": "pandas-ai",
          "full_name": "sinaptik-ai/pandas-ai",
          "stars": 23417,
          "description": "Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversat",
          "url": "https://github.com/sinaptik-ai/pandas-ai",
          "language": "Python"
        },
        {
          "name": "DeepBI",
          "full_name": "DeepInsight-AI/DeepBI",
          "stars": 2344,
          "description": "LLM based data scientist, AI native data application.  AI-driven infinite thinking redefines BI.",
          "url": "https://github.com/DeepInsight-AI/DeepBI",
          "language": "Python"
        },
        {
          "name": "datasets",
          "full_name": "huggingface/datasets",
          "stars": 21351,
          "description": "\ud83e\udd17 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data m",
          "url": "https://github.com/huggingface/datasets",
          "language": "Python"
        },
        {
          "name": "mlcourse.ai",
          "full_name": "Yorko/mlcourse.ai",
          "stars": 10478,
          "description": "Open Machine Learning Course",
          "url": "https://github.com/Yorko/mlcourse.ai",
          "language": "Python"
        }
      ]
    },
    "pharma": {
      "current_score": 62,
      "gap": 28,
      "priority": "medium",
      "candidates": []
    },
    "strategy": {
      "current_score": 65,
      "gap": 25,
      "priority": "medium",
      "candidates": []
    },
    "legal_gdpr": {
      "current_score": 65,
      "gap": 25,
      "priority": "medium",
      "candidates": []
    },
    "cdc_spec": {
      "current_score": 65,
      "gap": 25,
      "priority": "medium",
      "candidates": []
    }
  },
  "recommendations": [],
  "priority_wires": [
    {
      "category": "code",
      "tool": "joanrod/star-vector",
      "stars": 4329,
      "reason": "Fill code gap (59/90 \u2192 target 70+)"
    },
    {
      "category": "code",
      "tool": "salesforce/CodeT5",
      "stars": 3101,
      "reason": "Fill code gap (59/90 \u2192 target 70+)"
    },
    {
      "category": "data_analysis",
      "tool": "fighting41love/funNLP",
      "stars": 79697,
      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)"
    },
    {
      "category": "data_analysis",
      "tool": "sinaptik-ai/pandas-ai",
      "stars": 23417,
      "reason": "Fill data_analysis gap (59/90 \u2192 target 70+)"
    }
  ]
}