## 数据处理算子

### 基类算子

::: lazyllm.tools.data.LazyLLMDataBase
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### 演示算子

::: lazyllm.tools.data.operators.demo_ops
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### 偏好数据处理算子

::: lazyllm.tools.data.operators.preference_ops
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### 工具调用数据处理算子

::: lazyllm.tools.data.operators.tool_use_ops
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### Text2SQL 数据处理算子

::: lazyllm.tools.data.operators.text2sql_ops
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### 预训练算子

::: lazyllm.tools.data.operators.pt_op
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### 精炼算子

::: lazyllm.tools.data.operators.refine_op
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### 过滤算子

::: lazyllm.tools.data.operators.filter_op
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### 切块算子

::: lazyllm.tools.data.operators.token_chunker
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### 代码生成算子

::: lazyllm.tools.data.operators.codegen_ops
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### Agentic rag

::: lazyllm.tools.data.operators.agentic_rag.agenticrag_atomic_task_generator
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::: lazyllm.tools.data.operators.agentic_rag.agenticrag_depth_qa_generator
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::: lazyllm.tools.data.operators.agentic_rag.agenticrag_qaf1_sample_evaluator
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::: lazyllm.tools.data.operators.agentic_rag.agenticrag_width_qa_generator
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### 纯文本生成QA对算子

::: lazyllm.tools.data.operators.text2qa_ops
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### Embedding 数据合成

::: lazyllm.tools.data.operators.embedding_synthesis
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### 知识库清洗

::: lazyllm.tools.data.operators.knowledge_cleaning.file_or_url_to_markdown_converter_api
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::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_chunk_generator_batch
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::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_chunk_generator
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::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_multihop_qa_generator_batch
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::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_text_cleaner_batch
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::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_text_cleaner
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::: lazyllm.tools.data.operators.knowledge_cleaning.qa_extract
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### 思维链生成算子

::: lazyllm.tools.data.operators.cot_ops
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### 多样性强化算子

::: lazyllm.tools.data.operators.enQa_ops
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### 数学问题算子

::: lazyllm.tools.data.operators.math_ops
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### Pdf处理算子

::: lazyllm.tools.data.operators.pdf_ops
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### Reranker 数据合成

::: lazyllm.tools.data.operators.reranker_synthesis
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### LLM JSON 算子

::: lazyllm.tools.data.operators.llm_base_ops
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::: lazyllm.tools.data.operators.llm_json_ops
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## 数据处理 Pipeline

### 演示Pipeline

::: lazyllm.tools.data.pipelines.demo_pipelines
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