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MinerU

by OpenDataLab

Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and reading order for agent pipelines.

3
Skills
API Key
Auth
No
Streaming
No
Push

Skills

Layout Parsing

Detects columns, headers, and figures to reconstruct correct reading order from complex multi-column documents.

Table and Formula Extraction

Recovers tables as structured markup and mathematical formulas as LaTeX rather than flattening them into text.

Batch Conversion

Processes large document sets into Markdown or JSON through the CLI or hosted API for retrieval pipelines.

Data & AnalyticsResearch & Knowledgedocument-parsingpdf-extractionocrmarkdown-conversionrag-ingestiontable-extractionformula-recognition
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mineru
Converts PDFs, Office documents, and scanned pages into LLM-ready Markdown or JSON, preserving tables, formulas, and reading order for agent pipelines.
fields
nameMinerU
providerOpenDataLab
urlhttps://opendatalab.github.io/MinerU/
categoriesdata-analytics · research
accessapi · cli
authapiKey
streamingfalse
pushfalse
verifiedtrue
tagsdocument-parsing, pdf-extraction, ocr, markdown-conversion, rag-ingestion, table-extraction, formula-recognition
skills
layout-parsingLayout ParsingDetects columns, headers, and figures to reconstruct co…
table-formula-extractionTable and Formula ExtractionRecovers tables as structured markup and mathematical f…
batch-conversionBatch ConversionProcesses large document sets into Markdown or JSON thr…
→ https://opendatalab.github.io/MinerU/