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Stream Blog

Open Vision Agents by Stream: Open Source SDK for Building Low-Latency Vision AI Apps

Vision Agents is a new, open-source framework from Stream that helps developers quickly build low-latency vision AI applications. The project is completely open-source and ships with over ten out-of-the-box integrations, including day one support for leading real-time voice and video models like OpenAI Realtime and Gemini Live. Text-to-speech, speech-to-text, and speech-to-speech models are also natively
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4 min read

The 8 Best Platforms To Build Voice AI Agents

Voice assistants like Siri and Alexa are great for non-trivial everyday personal assistive tasks. However, they are limited in providing accurate answers to complex questions, real-time information, handling turns, and user interruptions. Get started! Activate your free Stream account today and start prototyping your own voice AI agent! Try asking Siri about the best things
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13 min

The 6 Best LLM Tools To Run Models Locally

Running large language models (LLMs) like DeepSeek Chat, ChatGPT, and Claude usually involves sending data to servers managed by DeepSeek, OpenAI, and other AI model providers. While these services are secure, some businesses prefer to keep their data offline for greater privacy. Get started! Activate your free Stream account today and start prototyping with the
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12 min

Using Stream to Build a Livestream Chat App in Next.js

I always wondered how to create the dynamic chat experience of livestreams, like those found on YouTube, but with an added convenience of allowing anyone to participate without logging in. Get started! Activate your free Stream account today and start prototyping livestream video. With Next.js and Stream, I was able to successfully create that experience.
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8 min

Developer’s Guide to Ultralytics YOLO: From Theory to Real-Time Pose Detection

In most of the world, if you’re YOLO’ing, you’re jumping out of a plane, asking out your future spouse, or eating gas station sushi. In vision AI, You’re Only Looking Once. Ultralytics’ YOLO is a real-time object detection framework with a simple premise: instead of scanning an image multiple times to find and classify objects,

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15 min read

Build a Local AI Agent with Qwen 3.5 Small on macOS

Qwen 3.5 Small is a new family of lightweight, high-performance models from Alibaba (0.8B, 2B, 4B, and 9B parameters) that are now available on Ollama. These models support multimodal input, native tool calling, and strong reasoning, all while running efficiently on laptops, Macs, and even mobile/IoT devices. In this demo, the agent runs completely locally

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3 min read

Using Opus 4.6: Vibe Code a Custom Python Plugin for Vision Agents

Vision Agents has out-of-the-box support for the LLM services and providers developers need to build voice, vision, and video AI applications. The framework also makes it easy to integrate custom AI services — either by following a step-by-step guide or by vibe coding them using SoTA models. Let’s use Claude Opus 4.6 to create a

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9 min read

Developer’s Guide to Building Vision AI Pipelines Using Grok

Grok tends to fly under the radar. While ChatGPT, Claude, and Gemini have found their footing in enterprise workflows and agentic toolchains, Grok remains mostly associated with X, which has overshadowed some genuinely strong capabilities. Chief among them is vision: Grok can understand and generate images, produce entire videos from a single prompt, and with

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14 min read

Build an AI Travel Advisor That Speaks with Gemini 3.1 Pro

Most LLMs are great at thinking, but making them speak naturally is a different challenge. Gemini 3.1 Pro changes that. This new model from Google brings significantly improved reasoning, longer context, and better tool-use capabilities, making it one of the best choices (at the time of writing) for building conversational voice agents. In this guide,

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2 min read

coches.net (Formerly Adevinta) Increases Buyer-Seller Transactions

coches.net is an expert mobility marketplace and market leader in Spain. At the time of its integration with Stream, coches.net operated as part of Adevinta, alongside other major European marketplace apps, including Milanuncios and Fotocasa. As a high-volume consumer marketplace, coches.net connects buyers and sellers at moments of high intent. Questions, negotiations, coordination, and decisions

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4 min read

Add Text-to-Speech to Apps with Cartesia Sonic 3 & Vision Agents

Realistic text-to-speech was one of the hardest parts of building voice agents. Most models either sounded robotic, introduced noticeable latency, or required complex integration that slowed down prototyping. Cartesia Sonic 3 changes that equation. Released late 2025, it combines sub-200 ms first-chunk latency, strong emotional expressiveness, multilingual support, and the ability to clone voices from

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2 min read

ElevenLabs with Vision Agents: Add Text-to-Speech in a Few Lines of Code

ElevenLabs delivers some of the most lifelike and expressive text-to-speech voices out there. Its natural intonation, emotion, and multilingual support make your AI agents sound genuinely human. And, with the ElevenLabs plugin for Vision Agents, integration is a one-liner affair: import, initialize (with optional voice/model tweaks), and pass it to your agent. No messing around

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3 min read