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ExternalSoftware Engineering
DZone

Building Meeting Audio RAG on Microsoft Foundry With Fast Transcription and Foundry IQ

Every recorded meeting your organization has ever held is already a knowledge base. It just happens to be stored in the least queryable format imaginable, which is a wall of MP4 files sitting in a storage account that nobody opens twice. The good news is that the gap between that wall of files and a working question-answering agent is now much shorter than it used to be, because Microsoft Foundry ships the two halves you need in one place. Fast transcription turns the audio into diarized text in

DZoneRead original
ExternalBackend Development
Laravel News

Laravel AI: Trace Agent Runs With Lifecycle Events

Laravel AI 0.11 gives every agent run one invocation ID plus step and tool events with wall timings, so you can trace, log, and time a run end to end. The post Laravel AI: Trace Agent Runs With Lifecycle Events appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

NewsaiLaravel AI Releases
Laravel NewsRead original
ExternalBackend Development
Laravel News

Laravel AI: Get Raw HTTP Responses and Rate Limits

The Laravel AI SDK exposes the provider's underlying HTTP response on $response->raw, so you can read rate limit headers, request ids, and payload fields. The post Laravel AI: Get Raw HTTP Responses and Rate Limits appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your inbox.

NewsaiLaravel AI Releases
Laravel NewsRead original
External
The Hacker News

14 Trojanized npm Packages Drop RedC2 4.0 Linux Backdoor With AI-Assisted C2

Cybersecurity researchers have discovered a set of trojanized npm packages that masquerade as working calendar and streak utilities but are engineered to stealthily deliver an artificial intelligence (AI)-powered Linux implant dubbed RedC2 4.0. "When the module loads, it locates the bundled binary, marks it executable, and launches it as a detached background process," TrendAI, Trend Micro's

The Hacker NewsRead original
ExternalSoftware Architecture
AWS Architecture Blog

Build a unified AI agent architecture with DynamoDB and Bedrock

With native vector search in Amazon DynamoDB, you can store vector embeddings alongside your operational data in a single table. This post shows how to build a unified AI agent architecture where an Amazon Bedrock agent uses one DynamoDB table for both structured lookups and semantic search, with a DynamoDB Streams pipeline that keeps embeddings in sync.

Advanced (300)Amazon DynamoDB
AWS Architecture BlogRead original

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