Tag
#qdrant
2 posts
Applied ai ml 15 min
Teaching AI to Watch Video: A Multi-Stage Pipeline
Video is the hardest media for AI to understand. Here's how I built SaySee — a pipeline that extracts frames, transcribes audio, and lets you search video by meaning.
video whisper embeddings
Professional ai ml 18 min
Semantic Search Across a 28TB Personal Archive
Finding a specific moment in 28TB of media used to mean hours of scrubbing. Now I type a question and the system finds it. Here's the architecture.
semantic-search qdrant embeddings