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Siddharth Sambharia

Bangalore

Bridging the Gap: How Portkey AI Gateway Connected with MongoDB Helps Productionize AI Apps

Bridging the Gap: How Portkey AI Gateway Connected with MongoDB Helps Productionize AI Apps

Portkey’s open-source AI Gateway is used by thousands of AI companies to take their apps to production. Learn how these companies tackle crucial LLM challenges and build apps that delight users.

Building a Robust RAG App with Guardrails using Portkey and MongoDB

Building a Robust RAG App with Guardrails using Portkey and MongoDB

Introduction Retrieval-Augmented Generation (RAG) has become a go-to technique for enhancing LLMs with external data. In this tutorial, we'll build a production-ready RAG application in just 10 minutes using Portkey, MongoDB Atlas, Patronus AI, and LlamaIndex. But first, what is RAG? Retrieval-Augmented Generation (RAG) is a technique that

Attention Isn’t All You Need

Attention Isn’t All You Need

Mamba: The AI that remembers like a Transformer but thinks like an RNN. Its improved long-term memory could revolutionize DNA processing, video analysis, and AI agents with persistent goals.

Bring Your Agents to Production

Bring Your Agents to Production with Portkey

Portkey now natively integrates with Langchain, CrewAI, Autogen and other major agent frameworks, and makes your agent workflows production-ready.