PDF Data Extraction Pipeline
Extract structured data from PDFs including tables, forms, and text. Convert unstructured documents into structured, queryable data.
from mixpeek import Mixpeekclient = Mixpeek(api_key="YOUR_API_KEY")namespace = client.namespaces.create(name="pdf-data")collection = client.collections.create(namespace_id=namespace.id,name="invoices",extractors=["pdf-extraction", "table-extraction", "ocr"])# Upload PDFsclient.buckets.upload(collection_id=collection.id,url="s3://your-bucket/invoices/")# Search extracted dataresults = client.documents.search(namespace_id=namespace.id,query="invoices over $10,000 from Q4")
Feature Extractors
PDF Text Extraction
Extract structured text and layout information from PDFs
PDF Table Extraction
Convert tables in PDFs to structured data formats
Retriever Stages
Use Cases Using This Recipe
SNF Documentation Intelligence
Automate MDS assessments and clinical documentation for skilled nursing facilities
40% less time on charting
Documentation time reduction
SNF operators, MDS coordinators, directors of nursing, and post-acute care organizations managing clinical documentation across skilled nursing facilities
Insurance Claims Document Processing
Extract structured data from claims documents, photos, and correspondence automatically
70% reduction in manual document handling
Adjuster data entry time
Insurance carriers, claims adjusters, and third-party administrators processing 1,000+ claims monthly across property, casualty, auto, and health lines
Enterprise RAG Search
Ask questions across all your enterprise data and get sourced, verifiable answers
80% faster from question to answer
Information retrieval time
Financial services firms, consulting organizations, legal teams, and enterprise knowledge workers who need to synthesize information across thousands of internal documents, reports, and presentations
Related Recipes & Resources
Explore these related resources to deepen your understanding and discover more powerful features
PDF Text Extraction
Extract structured text and layout information from PDFs
PDF Table Extraction
Convert tables in PDFs to structured data formats
OCR
Optical Character Recognition
Document Intelligence Search
Extract and search through PDFs, presentations, and documents. Combines OCR, layout analysis, and semantic search for comprehensive document retrieval.
Document RAG Pipeline
Retrieval-augmented generation for document collections. Extracts text, tables, and figures from PDFs using OCR and layout analysis, then retrieves relevant page sections to answer natural language questions with precise page and section citations.
Document Classification Pipeline
Classify documents into custom business categories using layout-aware extraction and taxonomy enrichment. Handles invoices, contracts, reports, forms, and correspondence by analyzing both textual content and visual document structure.