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awesome-ai-for-devs's Introduction

Awesome AI Awesome

A collection of awesome AI projects that you can use on your products as API, framework, plataform or self hosted.

Contents


Image

API

  • OpenAI Image - Given a prompt and/or an input image, the model will generate a new image.
  • Leonardo.Ai - Create production-quality visual assets for your projects with unprecedented quality, speed, and style-consistency.
  • Stability Ai

Models

Model Language

API

  • Google PalM 2 for text - foundation models are optimized for a variety of natural language tasks such as sentiment analysis, entity extraction, and content creation. The types of content that the PaLM 2 for Text models can create include document summaries, answers to questions, and labels that classify content
  • Google PaLM 2 for Chat - foundation model is a large language model (LLM) that excels at language understanding, language generation, and conversations. This chat model is fine-tuned to conduct natural multi-turn conversations, and is ideal for text tasks about code that require back-and-forth interactions.
  • Perplexity - Here, you'll find documentation and examples that will help you get started with blazingly fast LLM inference.
  • OpenAI Chat - Given a list of messages comprising a conversation, the model will return a response.

Models

Audio

API

Models

  • Bark with voice clone - About ๐Ÿ”Š Text-prompted Generative Audio Model - With the ability to clone voices
  • Piper - A fast, local neural text to speech system
  • Whisper.cpp - Port of OpenAI's Whisper model in C/C++

Run models locally

  • GPT4All - A free-to-use, locally running, privacy-aware chatbot. No GPU or internet required.
  • llama.cpp - Inference of Meta's LLaMA model (and others) in pure C/C++
  • LM Studio - Run any LLaMa Falcon MPT Gemma Replit GPT-Neo-X gguf models from Hugging Face
  • Ollama - Run Llama 2, Code Llama, and other models. Customize and create your own.

Platforms

Platforms that provide more that just one API

Community

  • Hugging Face - The platform where the machine learning community collaborates on models, datasets, and applications.

Models as a service

  • fal.ai - Fastest way to serve open source ML models to millions
  • infermatic
  • Replicate - Run AI with an API. Run and fine-tune open-source models. Deploy custom models at scale. All with one line of code.
  • stability.ai - Open models in every modality, for everyone, everywhere.

GPU Hosts

  • Banana - GPUs for Scale. Inference hosting for AI teams who ship fast and scale faster.
  • Cloudflare Workers AI - Run machine learning models, powered by serverless GPUs, on Cloudflare's global network.
  • Crusoe - GPU Compute.
  • LambdaLabs - The GPU Cloud for AI. On-demand & reserved cloud GPUs for AI training & inference.
  • RunPod - The Cloud Built for AI. Globally distributed GPU cloud built for production.

LLM Chaining

  • LlamaIndex - Turn your enterprise data into production-ready LLM applications
  • LangChain - Applications that can reason. Powered by LangChain.
  • crew.ai - Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

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