Tag
#qdrant
4 posts
Applied ai ml 7 min
JustIn Context: An Interactive AI Documentary
A documentary where the viewer talks back. An AI that watched 14 years of footage and learned to tell the story. A movement that gives the tool to anyone who needs it.
justincontext documentary ai
Applied ai ml 7 min
SaySee: The AI That Watches Your Video So You Don't Have To
Most video AI just reads the transcript. SaySee actually watches — frame by frame, at the resolution you choose. Then it lets you search 15 years of footage by meaning.
saysee video embeddings
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