February 03, 2025

Creating Multimedia Pipelines with Membrane for Google Gemini

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Creating Multimedia Pipelines with Membrane for Google Gemini

Source: swmansion.com

The article discusses how to leverage the Membrane framework to create a multimedia pipeline for interfacing with Google Gemini, a large language model capable of processing text, audio, and video. It outlines the challenges developers face when building applications that utilize Gemini's multimodal capabilities and provides a detailed walkthrough of an implementation that includes WebRTC connections for audio and video handling. Key components of the pipeline include audio processing, playback management, and the handling of interruptions while conversing with the model. The article concludes with a demonstration, encouraging readers to experiment with the provided example using Livebook.

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