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https://github.com/thestriver/awesome-ai-frontend

🌟 A curated list of AI resources (APIs and SDKs, Code samples, Community projects, Learning Materials) for front-end developers who want to build AI-powered apps.
https://github.com/thestriver/awesome-ai-frontend

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🌟 A curated list of AI resources (APIs and SDKs, Code samples, Community projects, Learning Materials) for front-end developers who want to build AI-powered apps.

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README 

        
# Awesome AI For Front-end Developers ![](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)

> A curated list of AI resources (APIs and SDKs, Code samples, Community projects, Learning Materials) for front-end developers who want to build AI-powered apps.



Please feel free to contribute by creating a Pull Request. 🚀



## Contents

  - [APIs and SDKs](#apis-and-sdks)

  - [Code Samples](#code-samples)

  - [Community projects (Inspiration)](#community-projects-inspiration)

  - [Learning Materials](#learning-materials)

  - [Other Resources](#other-resources)



## APIs and SDKs

* [OpenAI API suite](https://beta.openai.com/docs/libraries/node-js-library) - npm library for interacting with OpenAI's AI models like GPT-3, Codex and DALL·E.



#### Text based

* [Google Cloud Speech-to-Text SDK](https://cloud.google.com/speech-to-text/docs/transcribe-client-libraries#client-libraries-install-nodejs) - Transcribe speech to text using the Google Cloud Speech-to-Text API

* [Microsoft Text Analytics](https://azure.microsoft.com/en-ca/products/cognitive-services/text-analytics/#overview)- A collection of Cognitive Service Language capabilities that analyze, classify and comprehend text (emotions and all) within documents.



* [Visual ChatGPT](https://huggingface.co/spaces/microsoft/visual_chatgpt) - An huggingface implementation of microsoft/visual_chatgpt. 



* [Replicate's stable-diffusion API](https://replicate.com/stability-ai/stable-diffusion/api) - Replicate's API for generating photo-realistic images from text propmts.



#### Image to Text

* [Google Cloud OCR](https://cloud.google.com/vision/docs/ocr) - Recognize text in Images API

* [Amazon Rekognition](https://docs.aws.amazon.com/rekognition/latest/dg/text-detecting-text-procedure.html) - Detecting text in an image SDK

* [OCR.Space](https://ocr.space/OCRAPI) - Images and PDFs for text OCR(Object Character Recognition) API 

* [Clarifai Visual Text Recognition](https://docs.clarifai.com/api-guide/workflows/common-workflows/visual-text-recognition-walkthrough/) - Visual Text Recognition API

* [Azure Cognitive Services for Vision](https://portal.vision.cognitive.azure.com/gallery/imageanalysis) - Microsoft's suite of Image (OCR) analysis tools.



#### Speech (Conversational) based



* [OpenAI Whisper API](https://openai.com/blog/introducing-chatgpt-and-whisper-apis?utm_medium=email&_hsmi=248356722&utm_content=248356722&utm_source=hs_email#:~:text=contact%20us.-,Whisper%20API,-Whisper%2C%20the%20speech) - Transcribe languages and speech into English text.



* [Replicate's openai/whisper API](https://replicate.com/openai/whisper/api) - Replicate's API for transcribing speech with openai's whisper.



* [Microsoft Bot Framework](https://github.com/microsoft/botframework-sdk) - Microsoft Azure's Bot Framework for conversation AI experiences.



* [ElevenLabs API](https://api.elevenlabs.io/docs): Lifelike text to speech AI conversion.



## Code Samples

* [Next.js starter with OpenAI's GTP-3 API](https://github.com/openai/openai-quickstart-node)

* [Next.js starter with Replicate's Prediction API](https://github.com/replicate/getting-started-nextjs)



* [Vercel's Pre-built Next.js AI templates ](https://vercel.com/templates?framework=next.js&type=ai)



## Community projects (Inspiration)

* [English to RegEx](https://www.autoregex.xyz/) - Quikly generate regex froom English words.

* [AvatarAI](https://avatarai.me/) - Create your own

AI-generated avatars

* [ProfilePictureAI](https://www.profilepicture.ai/) - Create your perfect profile picture with AI.

* [Build with  GPT-3](https://www.buildgpt3.com/) - Community submitted projects built using GPT-3

* [Face Photo Restorer](https://github.com/Nutlope/restorePhotos) - Restore old and blurry face photos with AI by [@nutlope](https://github.com/Nutlope)



## Learning Materials

* [Build your own AI writing assistant with GPT-3](https://buildspace.so/p/build-ai-writing-assistant-gpt3) - _buildspace_

Build your own AI writing assistant app and chrome extension w/ GPT-3 with Next.js and OpenAI's GPT-3.



* [No-code AI-generated avatars tutorial](https://biyo.notion.site/biyo/How-to-create-your-AI-generated-avatars-for-free-no-coding-needed-84c98ce95405478cb8dda4fb8b9d4f29) - _@anitakirkovska_ How to create your AI-generated avatars for free (no coding needed).



* [Build a no-code AI copywriter](https://www.joshmunsch.com/post/build-a-nocode-ai-copywriter) - Tutorial on how to build a AI copywriter with Bubble and GPT-3.



* [Generate A.I. images with Stable Diffusion on your MacBook](https://twitter.com/levelsio/status/1565736603062079489) - [email protected]_ Twitter thread on how to generate A.I. images with Stable Diffusion on your MacBook M1/M2 in less than 30 seconds for free.



* [Stable Diffusion on your Mac](https://replicate.com/blog/run-stable-diffusion-on-m1-mac) - Run Stable Diffusion on your M1 Mac’s GPU



* [Build a Discord bot that generates Images](https://replicate.com/docs/get-started/discord-bot) - Build and deploy a Discord chat bot application that uses Stable Diffusion via Replicate to generate images from text prompts.



* [How to use GPT-3 tutorial](https://lablab.ai/t/gpt3) - Build your own GPT-3 Powered application using NextJS and Replit in 20 minutes



* [A Comprehensive Front-end Developer Guide to Building AI apps in 2023](https://frontendcode.hashnode.dev/a-comprehensive-front-end-developer-guide-to-building-ai-apps-in-2023) - Building AI-powered apps by integrating leading AI tools like Microsoft Cognitive Services, OpenAI GPT-3, and Stability AI's Stable Diffusion Model



* [Zero to Hero: Your Guide to Getting Skilled on Azure AI](https://azure.microsoft.com/en-us/resources/azure-ai-learning-journey/) - A 4 weeks (30 days) guide to achieving artificial intelligence expertise on Azure



## Other Resources

* [DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation](https://arxiv.org/abs/2208.12242) - Official Research on DreamBooth Text-to-Image Diffusion Model. 



* [The DALL·E 2 Prompt Book](https://dallery.gallery/the-dalle-2-prompt-book/) - Book containts over 300 DALL-e image prompts and also explains all the basic DALL·E techniques.













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