Natural language video search

Multimodal retrieval across live and archived footage using open-world queries.

Search hours of archived video in seconds using plain English — no pre-labeling, no manual review, no pre-training required.

What is Natural language video search

At Argu.ai, we pioneered the shift to Vision Agents. By combining Large Language Models (LLMs) with visual encoders, we built a system that understands the world the way humans do through context and language.

Open-World Search

Query anything without configuring detection categories in advance. The AI understands context, not just pixels.

Conversational Investigation

Chain queries together: List all blue trucks that stayed over 60 mins yesterday. Compare this to Monday. Export as PDF to my email.

Cross-Camera Retrieval

Search across every connected camera simultaneously. Find an individual's full path through your facility from a single query.

Key Takeaways

These are the core principles that define how Argu approaches every deployment. Our solutions are built to work on your existing infrastructure, require no engineering overhead, and deliver measurable results from day one. Every feature is designed with one goal: giving your team the intelligence to act faster, with more confidence, and without adding complexity.

Zero Pre-Training

Search any behavior or appearance without labeling datasets in advance.

4-6 Hour Time Savings

Reduce post-incident footage review from hours to seconds.

Audit-Ready Export

Generate timestamped reports directly from search results.

See it in Action

Watch a security investigator search 6 hours of footage from 14 cameras in under 8 seconds using a single natural language query.

Query: Show me anyone in a red jacket near the east entrance Friday evening — results in 4 seconds

Follow-up: Compare this to last Monday — side-by-side view loads instantly

Export: Send this as a PDF report — timestamped document generated automatically

How It Works

Connect Your Cameras
Connect live or archived camera feeds. The system indexes footage for instant retrieval without pre-labeling.
Ask Your Question
Type any natural language query describing what you are looking for — clothing, behavior, location, or time.
Get Alerts, Insights and Reports
Retrieve timestamped clips, chain follow-up queries, and export audit-ready reports in seconds.
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Product Advantages

Open-World Search

No pre-labeling or pre-training required. Search any behavior or appearance the moment you need it.

Conversational Investigation

Chain queries like a conversation. Each follow-up builds on the previous result.

4-6 Hour Time Savings

Reduce post-incident footage review from hours to seconds across any number of cameras.

Cross-Camera Retrieval

Search simultaneously across every connected camera. Find an individual full path from a single query.

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