cctvql is an open-source Python package and CLI tool that enables conversational, natural-language queries to CCTV systems. It supports speech-to-text and voice commands, making it easier for developers and integrators to build intelligent surveillance solutions.
cctvql is a Voice, TTS & speech product. Allowing users to interact with CCTV systems using natural language and voice commands for easier surveillance management. It is built as an open-source project for security system integrators and developers. cctvql is open source under the MIT license. It runs on the web and the command line, and it can be self-hosted.
arunrajiah builds and maintains cctvql, and the product first shipped in 2026. Development happens publicly on GitHub with 47 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — cctvql occupies a relatively distinct niche. Key capabilities include conversational queries, CCTV integration, and speech-to-text.
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