leptonai/search_with_lepton
📦 Open Source Projectleptonai
A high-performance, conversation-based search engine demo built on the Lepton AI platform.
Search with Lepton serves as a reference implementation for building AI-powered search interfaces. It leverages Lepton AI's infrastructure to orchestrate LLM inference and web search retrieval seamlessly. The application is built using TypeScript and provides a responsive UI that handles streaming responses, ensuring low-latency interactions. Key technical features include a modular architecture that allows developers to swap search backends, customizable system prompts for tailoring search behavior, and efficient handling of citations to ensure transparency in AI-generated answers. By abstracting the complexities of model deployment and search indexing, the project enables developers to deploy a functional, Google-like search experience in minutes. It is highly optimized for the Lepton platform, demonstrating how to manage state, context, and tool-use within a conversational framework.
💡Highlights
- ├─Conversational RAG architecture
- ├─Real-time web search integration
- └─Streaming response UI
🎯For
- ├─Full-stack developers
- └─AI engineers