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DataLoom®
Catalog
About
Contact
DataLoom®
Catalog
About
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Literature & Reference Datasets
High-quality, citation-rich text with metadata to ground LLMs in knowledge and structure.
Request Samples

Literature & Reference Datasets
High-quality, citation-rich text with metadata to ground LLMs in knowledge and structure.
Request Samples

Literature & Reference Datasets
High-quality, citation-rich text with metadata to ground LLMs in knowledge and structure.
Request Samples

Our Literature & Reference datasets combine digitized book and e-book collections with comprehensive bibliographies and ISBN records.
This creates a structured, metadata-rich corpus ideal for training LLMs to handle citations, references, and structured text generation.
Our Literature & Reference datasets combine digitized book and e-book collections with comprehensive bibliographies and ISBN records.
This creates a structured, metadata-rich corpus ideal for training LLMs to handle citations, references, and structured text generation.
Our Literature & Reference datasets combine digitized book and e-book collections with comprehensive bibliographies and ISBN records.
This creates a structured, metadata-rich corpus ideal for training LLMs to handle citations, references, and structured text generation.
Highlighted Dataset Types
Books & E-books: Full-length digitized works across fiction, non-fiction, and academic categories. 12M+ titles available in TXT, EPUB, and PDF extracts. Long-form, high-quality text with consistent narrative and thematic depth.
Bibliographies: Structured reference lists from academic papers and books. Over 500M citation entries in JSON and CSV formats. Citation structures for teaching models accurate referencing.
ISBN Records & Metadata: Titles, authors, publication years, subjects, and identifiers. Global coverage with 200M+ ISBN entries in JSON and CSV. Enables robust grounding and cross-referencing.
Highlighted Dataset Types
Books & E-books: Full-length digitized works across fiction, non-fiction, and academic categories. 12M+ titles available in TXT, EPUB, and PDF extracts. Long-form, high-quality text with consistent narrative and thematic depth.
Bibliographies: Structured reference lists from academic papers and books. Over 500M citation entries in JSON and CSV formats. Citation structures for teaching models accurate referencing.
ISBN Records & Metadata: Titles, authors, publication years, subjects, and identifiers. Global coverage with 200M+ ISBN entries in JSON and CSV. Enables robust grounding and cross-referencing.
Highlighted Dataset Types
Books & E-books: Full-length digitized works across fiction, non-fiction, and academic categories. 12M+ titles available in TXT, EPUB, and PDF extracts. Long-form, high-quality text with consistent narrative and thematic depth.
Bibliographies: Structured reference lists from academic papers and books. Over 500M citation entries in JSON and CSV formats. Citation structures for teaching models accurate referencing.
ISBN Records & Metadata: Titles, authors, publication years, subjects, and identifiers. Global coverage with 200M+ ISBN entries in JSON and CSV. Enables robust grounding and cross-referencing.

Grounded outputs.
Train LLMs to cite properly and reliably link to structured references.

Domain diversity.
Access a range of content from academic, fiction, and technical books.

Metadata integration.
Combine bibliographies and ISBNs for structured retrieval and enhanced grounding.

Grounded outputs.
Train LLMs to cite properly and reliably link to structured references.

Domain diversity.
Access a range of content from academic, fiction, and technical books.

Metadata integration.
Combine bibliographies and ISBNs for structured retrieval and enhanced grounding.

Grounded outputs.
Train LLMs to cite properly and reliably link to structured references.

Domain diversity.
Access a range of content from academic, fiction, and technical books.

Metadata integration.
Combine bibliographies and ISBNs for structured retrieval and enhanced grounding.
Books & E-books
12M+
Bibliographies
500M+
ISBN Records
200M+
Formats: TXT, EPUB, JSON, CSV
-
Metadata: Titles, Authors, Years
-
Metadata: Citation Structures
-
Books & E-books
12M+
Bibliographies
500M+
ISBN Records
200M+
Formats: TXT, EPUB, JSON, CSV
-
Metadata: Titles, Authors, Years
-
Metadata: Citation Structures
-
Books & E-books
12M+
Bibliographies
500M+
ISBN Records
200M+
Formats: TXT, EPUB, JSON, CSV
-
Metadata: Titles, Authors, Years
-
Metadata: Citation Structures
-
Strengthen your AI with literature and structured reference data.
Enable citation-aware, knowledge-grounded outputs with DataLoom’s unique datasets.
Get a Quote
Strengthen your AI with literature and structured reference data.
Enable citation-aware, knowledge-grounded outputs with DataLoom’s unique datasets.
Get a Quote
Strengthen your AI with literature and structured reference data.
Enable citation-aware, knowledge-grounded outputs with DataLoom’s unique datasets.
Get a Quote