pandas-ai

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    "name": "pandas-ai",
    "description": "PandasAI is an innovative tool that enables users to interact with databases or data lakes (such as SQL, CSV, Parquet) through natural language. By leveraging large language models (LLMs) and retrieval-augmented generation (RAG) technology, PandasAI transforms the data querying and analysis process into a conversational format, greatly simplifying the data analysis workflow and making it easy for non-technical users to perform complex data analysis.",
    "url": "https://agentsignals.ai/agents/pandas-ai",
    "applicationCategory": "数据分析",
    "operatingSystem": "GitHub",
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    "featureList": [
      "Supports multiple data formats (SQL, CSV, Parquet)",
      "Natural language processing capabilities",
      "Integrates large language models and retrieval-augmented generation technology"
    ],
    "datePublished": "2025-12-05T16:12:11.145876+00:00",
    "dateModified": "2025-12-19T05:06:39.529738+00:00",
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          "text": "Conversational data analysis using large language models and retrieval-augmented generation."
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        "name": "What features does pandas-ai offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Supports multiple data formats (SQL, CSV, Parquet), Natural language processing capabilities, Integrates large language models and retrieval-augmented generation technology"
        }
      },
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        "@type": "Question",
        "name": "What are the use cases for pandas-ai?",
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          "text": "Fast data query for data analysts, Complex data analysis for non-technical users, Data-driven business decision support"
        }
      },
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        "@type": "Question",
        "name": "What are the advantages of pandas-ai?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "降低数据分析门槛, 提高查询效率和准确性, 支持多种数据源"
        }
      },
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        "@type": "Question",
        "name": "What are the limitations of pandas-ai?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "对于非常大规模的数据集可能性能受限, 需要互联网连接以访问大型语言模型"
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