Automated Video Tagging

from mixpeek import Mixpeek

client = Mixpeek(api_key="YOUR_API_KEY")

# Define tagging taxonomy with category exemplars
taxonomy = client.taxonomies.create(
    namespace_id="ns_your_namespace",
    name="video_tags",
    taxonomy_type="hierarchical",
    hierarchy=[
        {"node_id": "sports", "collection_id": "col_sports_examples"},
        {"node_id": "cooking", "collection_id": "col_cooking_examples"},
        {"node_id": "technology", "collection_id": "col_tech_examples"},
        {"node_id": "outdoors", "collection_id": "col_outdoors_examples"},
    ]
)

# Apply taxonomy to video collection
client.collections.apply_taxonomy(
    collection_id="col_videos",
    taxonomy_id=taxonomy["taxonomy_id"]
)

# Retrieve tagged documents
docs = client.documents.list(
    collection_id="col_videos",
    filters={"taxonomy_enrichment.category": "sports"}
)

for doc in docs["results"]:
    tags = doc.get("taxonomy_enrichment", {})
    print(f"Video: {doc['root_object_id']}, Tags: {tags}")