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mrajguru

Microsoft

Joined Oct 12, 2023

32 Posts73 LikesLikes received

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Recent Blog Articles

From Zero to Hero: AgentOps - End-to-End Lifecycle Management for Production AI Agents
The shift from proof-of-concept AI agents to production-ready systems isn't just about better models—it's about building robust infrastructure that can develop, deploy, and maintain intelligent agent...
Jan 12, 2026 Place Microsoft Foundry Blog
2.2KViews
2likes
0Comments
From Zero to Hero: Building a Production-Ready SIP Gateway for Azure Voice Live
Introduction Voice technology is transforming how we interact with machines, making conversations with AI feel more natural than ever before. With the public beta release of the Voice Live API deve...
Nov 26, 2025 Place Microsoft Foundry Blog
1.3KViews
0likes
0Comments
From Zero to Hero: Proven Methods to Optimize RAG for Production
Retrieval-Augmented Generation (RAG) has rapidly become a cornerstone technology for building intelligent AI systems that combine the power of large language models (LLMs) with dynamic access to exte...
Sep 01, 2025 Place Microsoft Foundry Blog
4KViews
2likes
0Comments
From Zero to Hero: Build your first voice agent with Voice Live API
Voice technology is transforming how we interact with machines, making conversations with AI feel more natural than ever before. With the public beta release of the Voice Live API developers now have...
May 26, 2025 Place Microsoft Foundry Blog
6.4KViews
1like
2Comments
Real-time Speech Transcription with GPT-4o-transcribe and GPT-4o-mini-transcribe using WebSocket
Azure OpenAI has expanded its speech recognition capabilities with two powerful models: GPT-4o-transcribe and GPT-4o-mini-transcribe. These models also leverage WebSocket connections to enable real-t...
May 02, 2025 Place Microsoft Foundry Blog
14KViews
2likes
7Comments
Model Context Protocol (MCP): Integrating Azure OpenAI for Enhanced Tool Integration and Prompting
Model Context Protocol serves as a critical communication bridge between AI models and external systems, enabling AI assistants to interact directly with various services through a standardized inter...
Mar 16, 2025 Place Microsoft Foundry Blog
57KViews
13likes
6Comments
Fine-Tuning DeepSeek-R1-Distill-Llama-8B with PyTorch FSDP, QLoRA on Azure Machine Learning
Large Language Models (LLMs) have demonstrated remarkable capabilities across various industries, revolutionizing how we approach tasks like legal document summarization, creative content generation,...
Feb 12, 2025 Place Microsoft Foundry Blog
5.3KViews
0likes
0Comments
Voice Bot: GPT-4o-Realtime Best Practices - A learning from customer journey
Voice technology is transforming how we interact with machines, making conversations with AI feel more natural than ever before. With the public beta release of the Realtime API powered by GPT-4o, de...
Feb 03, 2025 Place Microsoft Foundry Blog
6.5KViews
5likes
4Comments
My Journey of Building a Voice Bot from Scratch
My Journey in Building Voice Bot for production The world of artificial intelligence is buzzing with innovations, and one of its most captivating branches is the development of voice bots. These di...
Jan 03, 2025 Place Microsoft Foundry Blog
2.7KViews
5likes
0Comments
Introduction to OCR Free Vision RAG using Colpali For Complex Documents
Explore the cutting-edge world of document retrieval with "From Pixels to Intelligence: Introduction to OCR Free Vision RAG using ColPali for Complex Documents." This blog post delves into how ColPal...
Oct 22, 2024 Place Microsoft Foundry Blog
11KViews
1like
1Comment