TurboSeek is a Perplexity-style AI search engine built with Next.js that retrieves top web search results, scrapes content from those links, and uses LLMs (Together AI with gpt-oss and Llama 3.1 8B) to generate contextual answers. It streams responses to users and suggests follow-up questions. The system combines search API calls with RAG-style retrieval to augment LLM generation, using Helicone for observability and Exa.ai for search.