@dataclass class AgentConfig: horizon: int = 6 replan_on_target_move: bool = True replan_on_obstacle_change: bool = True max_steps: int = 120 think_latency: float = 0.02 act_latency: float = 0.01 risk_gate: float = …
Tag:
streaming
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Machine Learning
Real-time mode: ultra-low latency streaming over the Spark API without a second engine
Apache Spark Structured Streaming powers large-scale, long-running mission-critical data pipelines from ETL streaming to analytics and machine learning. But as operational use cases evolved, teams started demanding something more: sub-second …
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Author(s): Rashmi Originally published on Towards AI. Kafka vs Kinesis (2026): A practical guide to streaming, use cases, architecture and code Event streaming is the nervous system of modern data …
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Generative AI
How to Design a Full Streaming Voice Agent with End-to-End Latency Budgeting, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that demonstrates how modern low-latency conversation systems work in real time. We simulate the entire pipeline, from segmented audio input …
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Recently I watched the oldest surviving movie, roundhay garden view, Which is from 1888. Four figures, two men and two women, walk around a yard with quick, jerky steps. This …
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Machine Learning
Bi-directional streaming for real-time agent interactions now available in Amazon Bedrock AgentCore Runtime
Building natural voice conversations with AI agents requires complex infrastructure and a lot of code from engineering teams. Text-based agent interactions follow a turn-based pattern: a user sends a complete …
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AI News
Microsoft AI releases VibeVoice-RealTime: a lightweight real-time text-to-speech model that supports streaming text input and robust long-form speech generation.
Microsoft has released vibevoice-realtime-0.5bA real-time text to speech model that works with streaming text input and long form speech output, aimed at agent style applications and live data narration. The …