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What is retrieval-augmented generation? More accurate and reliable LLMs
Retrieval-augmented generation (RAG) is a technique used to “ground” large language models (LLMs) with specific data sources, often sources that weren’t included in the models’ original training. RAG’s three steps are retrieval from a specified source, augmentation of...
Microsoft’s Phi-4-multimodal AI model handles speech, text, and video
Microsoft has introduced a new AI model that, it says, can process speech, vision, and text locally on-device using less compute capacity than previous models. Innovation in generative artificial intelligence isn’t all about large language models (LLMs) running in big...
[In preview] Public Preview: Azure Functions Support for Python 3.12
You can now develop functions using Python 3.12 locally and deploy them to all Azure Functions plans.Python 3.12 builds on the performance enhancements that were first released with Python 3.11 and adds a number of performance and language readability fea