TML-interaction-small

TML-interaction-small

Thinking Machines Lab
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About

​The Gemini Live API is a preview feature that enables low-latency, bidirectional voice and video interactions with Gemini. It allows end users to experience natural, human-like voice conversations and provides the ability to interrupt the model's responses using voice commands. The model can process text, audio, and video input, and it can provide text and audio output. New capabilities include two new voices and 30 new languages with configurable output language, configurable image resolutions (66/256 tokens), configurable turn coverage (send all inputs all the time or only when the user is speaking), configurable interruption settings, configurable voice activity detection, new client events for end-of-turn signaling, token counts, a client event for signaling the end of stream, text streaming, configurable session resumption with session data stored on the server for 24 hours, and longer session support with a sliding context window.

About

TML-Interaction-Small is a real-time multimodal interaction model developed by Thinking Machines Lab to enable more natural and collaborative human-AI communication across audio, video, and text. Unlike traditional turn-based AI systems that rely on external scaffolding and delayed interactions, TML-Interaction-Small is designed around continuous micro-turn exchanges that allow the model to perceive, respond, listen, speak, and react simultaneously in real time. The model uses a time-aware architecture that processes 200ms interaction windows, enabling seamless interruptions, simultaneous speech, visual cue detection, and live collaborative workflows without requiring separate dialog management systems. TML-Interaction-Small supports capabilities such as real-time conversation, proactive interjections, live translation, visual monitoring, tool usage, browsing, and asynchronous reasoning through coordination with a background model.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers looking for a solution to build real-time, multimodal AI applications that require low-latency voice and video interactions

Audience

AI researchers, developers, multimodal AI teams, enterprise AI platforms, robotics companies, conversational AI providers, and organizations building real-time human-AI collaboration systems

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Google
Founded: 1998
United States
ai.google.dev/gemini-api/docs/live

Company Information

Thinking Machines Lab
United States
thinkingmachines.ai/

Alternatives

Alternatives

GPT-4o mini

GPT-4o mini

OpenAI
Qwen3.5-Omni

Qwen3.5-Omni

Alibaba

Categories

Categories

Integrations

Daily
Firebase
Gemini
Gemini 3 Pro Image
Gemini 3.1 Flash Image
Gemini 3.1 Flash Live
Gemini 3.1 Flash TTS
Gemini Enterprise
Gemini Enterprise Agent Platform
Google AI Studio
Google Stitch
LiveKit
Nano Banana
Nano Banana 2
Nano Banana Pro
Veo 3.1
Veo 3.1 Fast
voximplant

Integrations

Daily
Firebase
Gemini
Gemini 3 Pro Image
Gemini 3.1 Flash Image
Gemini 3.1 Flash Live
Gemini 3.1 Flash TTS
Gemini Enterprise
Gemini Enterprise Agent Platform
Google AI Studio
Google Stitch
LiveKit
Nano Banana
Nano Banana 2
Nano Banana Pro
Veo 3.1
Veo 3.1 Fast
voximplant
Claim Gemini Live API and update features and information
Claim Gemini Live API and update features and information
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