Launched this week
MeYoo
Find any moment in 10k+ videos instantly.
11 followers
Find any moment in 10k+ videos instantly.
11 followers
Stop scrubbing videos. Start chatting with them. Meyoo is an AI brain for 10,000+ videos. Powered by a massive RAG pipeline (700k+ embeddings), it gives you direct answers and exact timestamps. Why Meyoo? • Chat with an entire video library. • Jump to the exact second you need. • Semantic search in milliseconds. • Solo-engineered using Cursor & Claude. -Scaling to 30,000 videos soon! Try it out.
How does the platform segment long-form video transcripts for embedding? Fixed-size chunks, semantic chunking, or speaker-aware segmentation?
@alireza_rashidi2 Great technical question! We quickly realized that naive fixed-size chunking ruins the context, especially in conversational or fast-paced videos.
Currently, MeYoo uses a hybrid semantic chunking approach. Here is how we handle it:
Semantic Segmentation: We chunk the transcripts based on natural linguistic boundaries (sentences/paragraphs) with a dynamic overlap window. This ensures we don't cut off a core thought mid-sentence.
Timestamp Injection (Crucial for Video): We don't just embed raw text. We inject the exact video timestamp metadata into every single chunk before it goes into our vector database (Qdrant). This way, during retrieval, the LLM isn't just getting the semantic context; it gets the exact temporal coordinates to generate a precise deep link.
We are currently exploring speaker-aware segmentation for our V2 to handle multi-speaker podcasts even better, but the semantic + timestamp hybrid is doing the heavy lifting right now to keep latency low (<250ms) and accuracy high.
700k embeddings across 10k videos is impressive. We're using RAG for chatbot knowledge bases and the hardest part was keeping responses accurate when docs overlap. How do you handle conflicting info across different videos?
In which area does it have more information?
@maryam_moogooei In my point of view, Health and treatments are the best area in this platform. You can find your solution or answer in it more than 85%
I like it. It’s helpful to have something to watch between long repair videos while you’re searching for something.