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Memories.ai Video Agents are open-source reference implementations built on top of the Memories.ai ecosystem. Use them to bootstrap real workflows, then customize for your own product and data.

Video Searching Agent

Official OpenClaw skill on ClawHub for searching and analyzing videos across YouTube, TikTok, Instagram, and X.

Video Editing Agent (VEA)

Turn long-form videos into short-form outputs with indexing, script generation, clip planning, TTS, and rendering.

Which Agent Should You Use?

GoalRecommended AgentWhy
Discover trends and creators from social platformsVideo Searching AgentMulti-platform search, query parsing, ranking, and references
Build recap/highlight generation from long videosVideo Editing Agent (VEA)End-to-end editing pipeline from indexing to final export
Do both discovery and automated repurposingUse bothSource ideas with Video Searching Agent, then generate deliverables with VEA

Shared Foundation

  • Video Understanding: Both agents can leverage Memories.ai for video metadata, transcript, and semantic understanding.
  • Agentic Execution: Both projects orchestrate multiple tools/components instead of single-shot prompting.
  • Extensible by Design: You can add tools, prompts, models, and routing logic for your own domain.

Typical Integration Path

  1. Pick the agent matching your workflow objective.
  2. Configure required keys and environment variables.
  3. Run locally and validate with a small set of real videos.
  4. Customize prompts, tools, and scoring logic for production use.