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Ayush

⭐️ Implementing FrugalGPT: Reducing LLM Costs & Improving Performance

⭐️ Implementing FrugalGPT: Reducing LLM Costs & Improving Performance

FrugalGPT is a framework proposed by Lingjiao Chen, Matei Zaharia, and James Zou from Stanford University in their 2023 paper "FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance". The paper outlines strategies for more cost-effective and performant usage of large language model (LLM)

Building Production-Ready RAG Apps

Building Production-Ready RAG Apps

💡This is Portkey's first collaboration with the Hasura Team. Hasura helps you build robust RAG data pipelines by unifying multiple private data sources (relational DB, vector DB, etc.) and letting you query the data securely with production-grade controls. LLMs have been around for some time now and have

🌖 Announcing $3M Seed Round to Bring LLMs to Production

🌖 Announcing $3M Seed Round to Bring LLMs to Production

Portkey is building a full-stack LLMOps platform that empowers AI builders to productionize their Gen AI apps reliably and securely.

My Journey with AI-Driven Development: From Curiosity to Necessity

My Journey with AI-Driven Development: From Curiosity to Necessity

As I reflect upon my last 1 year coding journey, I am struck by how deeply Artificial Intelligence (AI) has woven itself into my development practices. From the likes of GitHub Copilot to the genius behind ChatGPT, my approach to writing code has undergone a transformative shift. Allow me to