Janakiram MSV

Hyderabad

Senior Contributor at Forbes

Principal and Analyst at Janakiram MSV

Analyst | Advisor | Architect

Articles

How To Access Local MCP Servers Through a Secure Tunnel

2 days ago | thenewstack.io | Janakiram MSV

MCP servers are excellent candidates for exposing data from traditional databases as context to large language models (LLMs). Since these MCP servers reside on-premises closer to the data sources, we need a mechanism to expose them to remote LLMs and agents. In this tutorial, we will explore how to utilize Ngrok to securely expose MCP servers to hosted LLMs. We will first build an MCP server based on streamable HTTP transport that returns data.
How To Access Local MCP Servers Through a Secure Tunnel

2 days ago | flipboard.com | Janakiram MSV

8 hours agoMost people interested in generative AI likely already know that Large Language Models (LLMs) — like those behind ChatGPT, Anthropic’s Claude, and Google’s Gemini — are trained on massive datasets: trillions of words pulled from websites, books, codebases, and, increasingly, other media such as …
The Strategy Behind Hugging Face’s Acquisition Of Pollen Robotics

6 days ago | forbes.com | Janakiram MSV

In April 2025, Hugging Face acquired Pollen Robotics, a France-based company that develops humanoid robots, including Reachy 2. This marks a milestone in the convergence of generative AI and robotics, known as physical AI. This article analyzes the strategic reasons behind Hugging Face's acquisition of Pollen Robotics.
Mistral AI Introduces Agent Framework To Compete In Enterprise Market

1 week ago | forbes.com | Janakiram MSV

French artificial intelligence company Mistral AI released a comprehensive agent development platform that enables enterprises to build autonomous AI systems capable of executing complex, multi-step business processes. The recently launched Agents API positions the Paris-based startup as a direct competitor to OpenAI’s Agents SDK, Azure AI Foundry Agents and Google’s Agent Development Kit in the rapidly expanding market for enterprise automation.
Build GenAI Applications Locally With Docker Model Runner

2 weeks ago | thenewstack.io | Janakiram MSV

Docker Model Runner is a new feature of the Docker Desktop designed to streamline the process of running and testing AI models locally within the Docker ecosystem. It addresses the long-standing challenges developers face when integrating generative AI and large language models into their workflows, such as fragmented tooling, complex environment setup and inconsistent model management.
How To Build RAG Applications Using Model Context Protocol

2 weeks ago | thenewstack.io | Janakiram MSV

Building Retrieval-Augmented Generation (RAG) applications has become a cornerstone of modern AI, enabling large language models (LLMs) to ground their outputs in up-to-date, domain-specific knowledge. Traditionally, RAG pipelines relied on embeddings and vector databases to fetch relevant context at inference time.
Can Microsoft Turn PC And Cloud Dominance Into AI Supremacy?

2 weeks ago | forbes.com | Janakiram MSV

In an era defined by generative AI, Microsoft is leveraging its long-standing strengths in Windows PCs and Azure cloud to advance an “agentic” future in enterprise computing. At Build 2025 in Seattle, Microsoft executives outlined a vision of an “open agentic web” where intelligent software agents work across devices, applications and clouds. Under this vision, the company’s ubiquitous Windows ecosystem and vast Azure infrastructure become platforms for AI innovation.
Microsoft Launches NLWeb To Simplify Website-Agent Interactions

2 weeks ago | forbes.com | Janakiram MSV

Microsoft unveiled NLWeb at Build 2025, offering developers a way to integrate conversational AI capabilities into websites with minimal code. This open-source project enables websites to communicate with both human users and AI agents through natural language interfaces, potentially transforming how users and AI systems interact with web content. Unlike previous web interface innovations that focused on visual elements, NLWeb addresses a fundamental shift toward conversational interactions.
OrbStack: A Deep Dive for Container and Kubernetes Development

3 weeks ago | thenewstack.io | Janakiram MSV

OrbStack is a lightweight Docker Desktop commercial alternative for macOS that promises faster performance and tighter integration with the Mac platform. Aimed at infrastructure engineers and DevOps professionals, OrbStack runs Docker containers and even full Linux virtual machines (VMs) on macOS with significantly lower overhead than traditional solutions.
10 Key Findings From AWS Generative AI Adoption Index

3 weeks ago | forbes.com | Janakiram MSV

For all the buzz about artificial intelligence reshaping work, concrete data on how it's happening has been scarce. That is starting to change. Amazon Web Services, in collaboration with Access Partnership, has released the "AWS Generative AI Adoption Index," an initiative to rigorously track AI's impact on organizations and their adoption strategies. Released this month, the index offers data-driven insight into how businesses incorporate generative AI into their operations.