Janakiram MSV

Hyderabad

Senior Contributor at Forbes

Principal and Analyst at Janakiram MSV

Analyst | Advisor | Architect

Articles

From Adoption To Advantage: 10 Trends Shaping Enterprise LLMs In 2025

1 week ago | flipboard.com | Janakiram MSV

NowThe new pricing comes amid increasingly heated competition in the artificial-intelligence space OpenAI is changing how it sells the business version of its ChatGPT chatbot, according to a person familiar with the matter, coming amid increasingly heated competition in the artificial-intelligence …
From Adoption To Advantage: 10 Trends Shaping Enterprise LLMs In 2025

1 week ago | forbes.com | Janakiram MSV

WorkspacePixabay Enterprise adoption of generative AI, particularly Large Language Models, has transitioned from cautious curiosity to strategic necessity in just a few short years. Kong Research’s 2025 Enterprise LLM Adoption Report provides insightful revelations based on a comprehensive survey of 550 IT leaders, software developers and engineers. Here are ten compelling trends reshaping the enterprise AI landscape. 1.
How To Choose the Best Python Package Management Tool

1 week ago | thenewstack.io | Janakiram MSV

Python’s ecosystem relies heavily on third-party packages, making package management a critical aspect of development workflows. Three prominent package managers have emerged to address different needs: Pip, the traditional standard; Poetry, the comprehensive project management solution; and UV, the performance-focused newcomer. Each tool approaches dependency management with distinct philosophies and capabilities, serving different segments of the Python community.
Introduction to vLLM: A High-Performance LLM Serving Engine

2 weeks ago | thenewstack.io | Janakiram MSV

The open source vLLM represents a milestone in large language model (LLM) serving technology, providing developers with a fast, flexible and production-ready inference engine. Initially developed in the Sky Computing Lab at UC Berkeley, this library has evolved into a community-driven project that addresses the critical challenges of memory management, throughput optimization and scalable deployment in LLM applications.
Nvidia Wants To Build A Planet-Scale AI Factory With DGX Cloud Lepton

2 weeks ago | forbes.com | Janakiram MSV

DGX Lepton CloudNvidiaIn April 2025, Nvidia quietly acquired Lepton AI, a Chinese startup specializing in GPU cloud services. Founded in 2023, Lepton AI focused on renting out GPU compute that’s aggregated from diverse infrastructure and cloud providers. While the deal value is unknown, the founders of Lepton AI, Yangqing Jia (former VP of Technology at Alibaba) and Junjie Bai, joined Nvidia to continue building the product.
How To Access Local MCP Servers Through a Secure Tunnel

3 weeks 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

3 weeks 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

3 weeks 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 month 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

1 month 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.