## Data Processing Operators

### Base Operators

::: lazyllm.tools.data.LazyLLMDataBase
    members:
    exclude-members:

### Demo Operators

::: lazyllm.tools.data.operators.demo_ops
    members:
    exclude-members:

### Preference Operators

::: lazyllm.tools.data.operators.preference_ops
    members:
    exclude-members:

### Tool-Use Operators

::: lazyllm.tools.data.operators.tool_use_ops
    members:
    exclude-members:

### Text2SQL Operators

::: lazyllm.tools.data.operators.text2sql_ops
    members:
    exclude-members:

### PT Operators

::: lazyllm.tools.data.operators.pt_op
    members:
    exclude-members:

### Refine Operators

::: lazyllm.tools.data.operators.refine_op
    members:
    exclude-members:

### Filter Operators

::: lazyllm.tools.data.operators.filter_op
    members:
    exclude-members:

### Token Chunker

::: lazyllm.tools.data.operators.token_chunker
    members:
    exclude-members:

### Code Generation Operators

::: lazyllm.tools.data.operators.codegen_ops
    members:
    exclude-members:

### Text to QA pairs Operators

::: lazyllm.tools.data.operators.text2qa_ops
    members:
    exclude-members:

### CoT QA Operators

::: lazyllm.tools.data.operators.cot_ops
    members:
    exclude-members:

### Enhanced QA Operators

::: lazyllm.tools.data.operators.enQa_ops
    members:
    exclude-members:

### Math QA Operators

::: lazyllm.tools.data.operators.math_ops
    members:
    exclude-members:

### Pdf QA Operators

::: lazyllm.tools.data.operators.pdf_ops
    members:
    exclude-members:

### Agentic rag

::: lazyllm.tools.data.operators.agentic_rag.agenticrag_atomic_task_generator
    members:
    exclude-members:

::: lazyllm.tools.data.operators.agentic_rag.agenticrag_depth_qa_generator
    members:
    exclude-members:

::: lazyllm.tools.data.operators.agentic_rag.agenticrag_qaf1_sample_evaluator
    members:
    exclude-members:

::: lazyllm.tools.data.operators.agentic_rag.agenticrag_width_qa_generator
    members:
    exclude-members:

### Embedding synthesis

::: lazyllm.tools.data.operators.embedding_synthesis
    members:
    exclude-members:

### Knowledge clean

::: lazyllm.tools.data.operators.knowledge_cleaning.file_or_url_to_markdown_converter_api
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_chunk_generator_batch
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_chunk_generator
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_multihop_qa_generator_batch
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_text_cleaner_batch
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.kbc_text_cleaner
    members:
    exclude-members:

::: lazyllm.tools.data.operators.knowledge_cleaning.qa_extract
    members:
    exclude-members:

### Reranker synthesis

::: lazyllm.tools.data.operators.reranker_synthesis
    members:
    exclude-members:

### LLM JSON Operators

::: lazyllm.tools.data.operators.llm_base_ops
    members:
    exclude-members:

::: lazyllm.tools.data.operators.llm_json_ops
    members:
    exclude-members:

## Data Processing Pipeline

### Demo Pipeline

::: lazyllm.tools.data.pipelines.demo_pipelines
    members:
    exclude-members:
