Semantic search inside video, images, audio, and PDFs.

# pip install mixpeek
from mixpeek import Mixpeek

mp = Mixpeek(api_key="YOUR_KEY")

mp.namespaces.documents.upsert(
    namespace="agent_memory",
    documents=[{
        "id": "clip_001",
        "dense_embedding": embedding,
        "metadata": {"source": "s3://media/clip_001.mp4"}
    }]
)

results = mp.namespaces.documents.search(
    namespace="agent_memory",
    queries=[{"vector": query_embedding, "top_k": 10}]
)