Full-Stack AI Apps with Javascript using LLMs - OpenAI, Hugging Face

Published: 17 February 2023
on channel: 1littlecoder

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Build fullstack AI apps in Typescript/Javascript - https://github.com/cfortuner/promptable/

⚡ Building applications with LLMs through composability ⚡
https://github.com/hwchase17/langchainjs

Promptable is library that enables you to build powerful AI applications with LLMs and Embeddings providers such as OpenAI, Hugging Face, Cohere and Anthropic. It provides a flexible and extensible API that makes it easy to compose LLMs with data and tools to build complex applications quickly and easily.

With Promptable, you can combine LLMs with other powerful tools and data sources, such as databases and APIs, to create a wide range of AI applications. Next.js example is added in the Github repo.

🦜️🔗 LangChain.js
⚡ Building applications with LLMs through composability ⚡

What is LLM?

An LLM is a Large Language Model. It is a model that can generate text given a prompt. It is a type of AI that can be used to generate text, answer questions, and more.

What is an Embedding?

An Embedding is a vector representation of a piece of text. It is a type of AI that can be used to find similar pieces of text, search for text, and more.

Use Cases:
💬 Chatbots & Conversational AI
❓ Question Answering Bots
✍️ Writing Apps
🧑‍✈️ Copilot apps built with Chrome Extensions, VSCode Extensions, and more!
🔍 AI Semantic Search apps
🛠️ AI first Automations, Workflows and Tools
🤖 Autonomous Agents & Personal Assistants

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