Author(s): Souradip Pal

Originally published on Towards AI.

A RAG-based pipeline where Perplexity reasons, Serper finds, Pinecone remembers, Azure OpenAI creates, and Streamlit presents.

Have you ever read a news story and thought, “Wow, this should be a movie!”? A daring heist, a forgotten historical event, a heartwarming tale of an underdog… the world is full of incredible stories just waiting to be told.

The article explains the development of the News Director app, which uses a RAG-based pipeline to identify news stories with cinematic potential and brainstorm movie plots from them. It discusses how various AI tools—Perplexity for finding stories, Serper for sourcing, Pinecone for memory storage, and Azure OpenAI for creative writing—are integrated to create a seamless user experience. The author details the creative process behind building the application, showcasing the collaborative power of these technologies to transform everyday news into engaging narrative concepts.

Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI