claude-video-vision
★ 700
vs
semble
★ 4.5k
claude-video-vision vs semble
claude-video-vision: A Claude Code plugin that gives Claude the ability to watch and understand videos. It extracts frames via ffmpeg and processes audio through multiple backends (Gemini, local Whisper, or OpenAI). Claude receives frames as images and audio transcriptions with timestamps, acting as a perception layer.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose claude-video-vision if…Analyze a video file by providing its path and optionally asking a specific question
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
claude-video-vision01Multimodal perception — Claude sees video frames directly and reads audio transcriptions with timestamps
02Flexible backends — Choose between cloud APIs or fully local processing
03Adaptive extraction — Claude adjusts fps, time range, and resolution based on your question
04Auto-installation — Whisper models download automatically on first use
05Interactive setup wizard — /setup-video-vision walks you through configuration
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
claude-video-vision↳Analyze a video file by providing its path and optionally asking a specific question
↳Extract frames and audio from specific time ranges for detailed inspection
↳Summarize long lectures or demos with adaptive frame extraction
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
claude-video-visionVision / MultimodalDev Tooling
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between claude-video-vision and semble?
Both claude-video-vision and semble are in the Voice / Speech category. claude-video-vision has 700 stars, while semble has 4.5k stars.
Which is better, claude-video-vision or semble?
The best choice depends on your use case. Choose claude-video-vision if Analyze a video file by providing its path and optionally asking a specific question, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is claude-video-vision free or open source?
Yes, claude-video-vision is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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