Portkey Blog Portkey Blog
  • Home
  • Production Guides
  • New Releases
  • Talks
  • Upcoming Events
  • Paper Summaries
  • Portkey Docs
  • Join Community
Sign in Subscribe
Siddharth Sambharia

Siddharth Sambharia

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 enhances LLMs
Siddharth Sambharia Sep 1, 2024
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.
Siddharth Sambharia Aug 22, 2024
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.
Siddharth Sambharia Aug 21, 2024

Subscribe to Portkey Blog

  • Portkey Blog
  • Portkey Website
Portkey Blog © 2025. Powered by Ghost