Multimodal Content Moderation

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

# Create a taxonomy with moderation categories
taxonomy = client.taxonomies.create(
    namespace_id="ns_your_namespace",
    name="content_moderation",
    taxonomy_type="hierarchical",
    hierarchy=[
        {"node_id": "safe", "collection_id": "col_safe_examples"},
        {"node_id": "sensitive", "collection_id": "col_sensitive_examples"},
        {"node_id": "prohibited", "collection_id": "col_prohibited_examples"},
    ]
)

# Apply taxonomy to your UGC collection
client.collections.apply_taxonomy(
    collection_id="col_user_content",
    taxonomy_id=taxonomy["taxonomy_id"]
)

# Check moderation status on new uploads
results = client.retrievers.execute(
    retriever_id="ret_moderation",
    query={"image_url": "https://example.com/user-upload.jpg"}
)

verdict = results["results"][0]["taxonomy_enrichment"]
print(f"Category: {verdict['category']}, Confidence: {verdict['confidence']:.2f}")