LangChain Deep Agents is an open-source agent harness with built-in capabilities for building LLM-powered agents and applications, including complex, multi-step workflows. A model can reason and generate responses, but it needs a harness to do useful work over time. The harness provides the tools and runtime that let the model retrieve the right...

Stop paying for idle GPUs while model weights copy to disk. Stream them straight into GPU memory instead with Run:AI Streamer from Azure Blob Storage. The Problem: Every Cold Start Costs You More Than Money GPU compute is among the most expensive cloud infrastructure, and every second a GPU is allocated but unavailable for serving is real mo...

Microsoft works with the fsspec open-source community to enhance adlfs. This update delivers faster file operations and improved reliability for AI workloads that connect to Azure Blob and Data Lake Storage.