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Drishti Shah

What is tree of thought prompting?

What is tree of thought prompting?

Large language models (LLMs) keep getting better, and so do the ways we work with them. Tree of thought prompting is a new technique that helps LLMs solve complex problems. It works by breaking down the model's thinking into clear steps, similar to how humans work through difficult problems. This

Prompt engineering techniques for effective AI outputs

Remember when prompt engineering meant just asking ChatGPT to write your blog posts or answer a basic question? Those days are long gone. We're seeing companies hire dedicated prompt engineers now - it's become a real skill in getting large language models (LLMs) to do exactly what you need them

Top 10 MCP Servers

Anthropic recently launched Model Context Protocol - a standardized protocol that governs how models can interact with local and remote sources Here's a list of production-ready and experimental MCP servers you can access for database connections, cloud, and infra, Content, productivity tools, etc. Data and storage MCP server 1. PostgreSQL

Model Context Protocol Architecture

Model Context Protocol for building reliable, enterprise LLM applications

Picture the modern enterprise LLM application scene - from customer service chatbots parsing thousands of queries to data analysis systems processing vast business insights. Large Language Models (LLMs) power these systems, but there's a critical challenge that many organizations overlook: context management. As enterprises scale their LLM deployments, they face

Build vs Buy - LLM Gateways

The use of Large Language Models (LLMs) has changed how enterprises approach AI and automation. LLM Gateways serve as essential infrastructure for managing, securing, and optimizing AI models, helping organizations streamline their AI workflows. But when faced with the choice of building an LLM Gateway from scratch or buying an

How to scale AI apps - Lessons from building a billion-scale AI Gateway

How to scale AI apps - Lessons from building a billion-scale AI Gateway

Discover the journey of Portkey.ai in building a billion-scale AI Gateway. Learn key lessons on managing costs, optimizing performance, and ensuring accuracy while scaling generative AI applications.

Why Portkey is the right AI Gateway for you

Discover why Portkey's purpose-built AI Gateway fulfills the unique demands of AI infrastructure. From intelligent guardrails to cost optimization, explore how Portkey empowers teams to scale AI with confidence.