Taxonomy Enrichment Pipeline
Automatically classify and tag content using custom taxonomies. Map your content to IAB categories, custom hierarchies, or industry-specific classifications.
from mixpeek import Mixpeekclient = Mixpeek(api_key="YOUR_API_KEY")# Create taxonomytaxonomy = client.taxonomies.create(name="content-categories",categories=[{"label": "Technology", "children": [{"label": "AI/ML"},{"label": "Cloud Computing"},{"label": "Cybersecurity"}]},{"label": "Business", "children": [{"label": "Finance"},{"label": "Marketing"},{"label": "Operations"}]}])# Apply taxonomy to collectionnamespace = client.namespaces.create(name="enriched-content")collection = client.collections.create(namespace_id=namespace.id,name="articles",extractors=["text-embedding-v2"],taxonomy_id=taxonomy.id)# Content is auto-classified on ingestionclient.buckets.upload(collection_id=collection.id,url="s3://your-bucket/articles/")
Feature Extractors
Retriever Stages
Use Cases Using This Recipe
Contextual Page Signals for Ad Placement
One article URL in, five structured signals out: IAB category, entities with salience scores, sentiment, brand safety, keywords.
Five, from a single pass
Signals per URL
Contextual advertising and ad-targeting teams who decide, per article, which creative renders beside it, and who need that decision to be defensible to a brand.
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
Media Archive Face Search
Find every appearance of any person across your entire media archive
95%+ of appearances found vs. 30% with caption search
Person search completeness
News organizations, entertainment studios, photo agencies, and media archives managing millions of images and video assets featuring identifiable persons
Video Compliance Monitoring
Automatically verify regulatory and policy compliance across video content at scale
10x faster than manual review
Compliance review speed
Compliance teams, broadcast standards departments, advertising regulators, and enterprise communications teams reviewing video content for regulatory adherence
Visual Taste & Recommendations
Serve scene-similarity ranked recommendations that learn from every click
+35-55% vs. tag-based systems
Recommendation CTR
Streaming platforms, e-commerce companies, stock media libraries, and content marketplaces that want to recommend visually similar content based on what users actually engage with
Related Recipes & Resources
Explore these related resources to deepen your understanding and discover more powerful features
Multimodal RAG Pipeline
Build a retrieval-augmented generation system that works with text, images, and video. Feed relevant multimodal context to LLMs for grounded responses.
Content Clustering Pipeline
Automatically group similar content together using embedding-based clustering. Discover themes, identify duplicates, and organize large content libraries.
Metadata Enrichment Pipeline
Automatically enrich your data with extracted metadata: entities, topics, sentiment, language, and custom attributes. Transform raw content into structured, queryable data.
Multimodal Hybrid Search Pipeline
Combine vector search with keyword search (BM25) across text, images, and video for the most comprehensive multimodal retrieval system.
Clinical Documentation Structuring
Production-grade pipeline for ingesting clinical documents, scanned charts, EHR exports, wound photos, and therapy notes, and structuring them into coded fields aligned with MDS 3.0, PDPM, and CMS audit requirements. Combines OCR, clinical NER, taxonomy classification, and hybrid retrieval to turn unstructured bedside documentation into queryable, auditable data.
Multimodal Content Moderation
Automated content moderation pipeline that analyzes text, images, and video for policy violations. Uses hierarchical taxonomy classification to label content as safe, sensitive, or prohibited across multiple categories simultaneously.