Giter VIP home page Giter VIP logo

perplexity-lite's Introduction

Perplexity-Lite

Build Your Own Perplexity Lite Using LangGraph, GPT-4, and Tavily AI

Description:

  • Delve into the fascinating world of creating search or discovery applications using cutting-edge tools.
  • Unlocking Knowledge By combining these powerful tools, I’ve successfully created an application similar to Perplexity AI. This application excels at unlocking knowledge through information discovery and sharing.

Key Features:

  • Real-time Chat: Engage in dynamic conversations with other users.
  • Multi-Actor Architecture: Understand how LangGraph manages actors and their interactions.
  • GPT-4 Integration: Leverage GPT-4 for natural language understanding and generation.
  • Tavily AI Insights: Explore rapid insights and comprehensive research capabilities.

Requirements:

  • LangGraph, a library designed for building stateful, multi-actor applications. LangGraph, built on LangChain, allows for the coordination of multiple 'actors' in a cyclical computation process. This is particularly useful for adding cycles to your LLM applications, extending beyond the capabilities of a traditional DAG framework.
  • Tavily AI, an incredible tool for rapid insights and comprehensive research. Tavily AI streamlines the research process, from source gathering to organizing results, making it an invaluable asset for developers.
  • GPT-4, a large language model that's pivotal in the development of advanced AI applications.
  • Application development with advanced AI technologies: By combining these tools, I've managed to create an application similar to Perplexity AI, known for its ability to unlock knowledge through information discovery and sharing.

Implementation Guide:

Link ▶️


©️ License 🪪

Distributed under the MIT License. See LICENSE for more information.


If you like this LLM Project do drop ⭐ to this repo

Follow me on LinkedIn   GitHub


perplexity-lite's People

Contributors

gurpreetkaurjethra avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.