Custom Content AI Chatbot
An open source template of Custom Content AI Chatbot built with LangChain, Upstash and Next.js, deployed to Fly.io.
Overview
The LangChain Next.js Template is a template that has been trained on Lemon Squeezy Docs, with the added integration of Faiss Vector Store and streaming capabilities in Next.js pages. It is deployed to Fly.io and utilizes a tech stack including LangChain for language modeling, Faiss Node for vector store integration, Next.js for the framework, TailwindCSS for styling, Upstash for rate limiting, and Fly.io for hosting.
Features
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Trained on Lemon Squeezy Docs: The template has been trained on Lemon Squeezy Docs, allowing it to generate language models based on that dataset.
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Faiss Vector Store Integration: The template integrates with Faiss Node's vector store, enabling efficient storage and retrieval of vectors.
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Streaming in Next.js Pages: The template enables streaming capabilities in Next.js pages, allowing for real-time updates and interactions.
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Next.js Framework: The template is built on the Next.js framework, providing a solid foundation for building fast and scalable web applications.
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TailwindCSS Styling: The template utilizes TailwindCSS for styling, offering a customizable and responsive design system.
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Upstash Rate Limiting: The template incorporates Upstash for rate limiting, ensuring high performance and preventing abuse.
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Fly.io Hosting: The template is deployed to Fly.io, a hosting platform that offers global distribution and scalability.
Summary
The LangChain Next.js Template is a powerful tool for building language models, with the added benefits of Faiss Vector Store integration and streaming capabilities in Next.js pages. It offers a comprehensive tech stack and easy installation process, making it a convenient choice for developers looking to implement advanced language processing features in their applications.
- Next.js
Next.js is a React-based web framework that enables server-side rendering, static site generation, and other powerful features for building modern web applications.
- React
React is a widely used JavaScript library for building user interfaces and single-page applications. It follows a component-based architecture and uses a virtual DOM to efficiently update and render UI components
- Tailwind
Tailwind CSS is a utility-first CSS framework that provides pre-defined classes for building responsive and customizable user interfaces.
- Postcss
PostCSS is a popular open-source tool that enables web developers to transform CSS styles with JavaScript plugins. It allows for efficient processing of CSS styles, from applying vendor prefixes to improving browser compatibility, ultimately resulting in cleaner, faster, and more maintainable code.
- Zod
Zod is a TypeScript-first schema declaration and validation library. It allows you to define schemas that can validate data at runtime while providing excellent TypeScript inference, making it perfect for API validation, form validation, and type-safe data handling.