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https://github.com/eudk/awesome-ai-tools

🔴VERY LARGE AI TOOL LIST! 🔴 extensive collection of tools and resources covering a broad range of applications in the world of artificial intelligence (AI) and machine learning (ML). This list encompasses a variety of categories, including educational resources specific to AI and ML, advanced tools for photo and video generation, chatbots, etc.
https://github.com/eudk/awesome-ai-tools
List: awesome-ai-tools
ai-education ai-music-generation ai-research ai-video-generation artificial-intelligence chatbots code-assistants computer-vision data-science deep-learning gpt-3 gpt-4 image-generation machine-learning natural-language-processing neural-networks openai pytorch
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Created: 2023-12-22T20:37:48.000Z (12 months ago)
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Topics: ai-education, ai-music-generation, ai-research, ai-video-generation, artificial-intelligence, chatbots, code-assistants, computer-vision, data-science, deep-learning, gpt-3, gpt-4, image-generation, machine-learning, natural-language-processing, neural-networks, openai, pytorch
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Awesome Lists containing this project

ultimate-awesome - awesome-ai-tools - 🔴VERY LARGE AI TOOL LIST! 🔴 extensive collection of tools and resources covering a broad range of applications in the world of artificial intelligence (AI) and machine learning (ML). This list encompasses a variety of categories, including educational resources specific to AI and ML, advanced tools for photo and video generation, chatbots, etc. (Other Lists / Monkey C Lists)
README

        # Comprehensive List of AI Tools



  





  

    

  

  

    

  

  

    

  



![GitHub Stars](https://img.shields.io/github/stars/eudk/awesome-ai-tools?style=social)

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Welcome to this extensive collection of tools and resources covering a broad range of applications in the world of artificial intelligence (AI) and machine learning (ML). This list encompasses a variety of categories, including educational resources specific to AI and ML, advanced tools for photo and video generation, chatbots, language models, and essential tools for GPU renting, and more.

The compilation aims to serve as a handy reference for enthusiasts, professionals, and learners in the AI and ML community. Whether you're looking for resources to deepen your understanding, tools to enhance your projects, or just exploring the capabilities of AI, you're likely to find something of interest here.

**Regular Updates and Disclaimer:**

- This list is regularly updated to include the latest and most relevant tools in the field.

- Elements on the list are AI generated

- Please note that while we strive to keep the list current, there might be occasional issues with some of the links.

- We are not affiliated with any of the listed tools or platforms, nor have we tested all of them.

- Users are advised to conduct their own research and use these tools at their own discretion.

- The list is mostly made by gathering resources from many different sources

- There might be errors in names and links

- Tools aren't marked with pricing visit each site to find information related to that

- A mix of consumer and enterprise friendly tools



### 🙌 Contributors



  







### 🔗 Navigation

[🤖 Well known AI tools](#-well-known-ai-tools) | [🤖 AI-Driven Robots and Robotic Dogs](#-ai-driven-robots-and-robotic-dogs)

 |  [🤖 AI-Related Tools](#-ai-related-tools) | [🆕 Additional AI and Productivity Tools](#-additional-ai-and-productivity-tools) | [💾 GPU Rental Services](#-gpu-rental-services-for-large-language-models) | [🌐 Chrome Extensions](#-list-of-google-chrome-extensions) | [🖋️ Learning AI/ML](#learning-ai-and-ml) | [Image Generation Tools](#image-generation-tools) | [Custom GPT Sites](#custom-gpt-sites) | [Video Generation Tools](#video-generation-tools) | [Sound Generation Tools](#sound-generation-tools) | [♫ Music Generation Tools](#-music-generation-tools) | [Voice-Related AI Tools](#voice-related-ai-tools) | [Media Enhancement Tools](#media-enhancement-ai-tools) | [AI for Photo Editing](#ai-tools-for-photo-editing) | [🖼️ Image Prompting Tools](#tools-for-better-image-prompting) | [API Integration Sites](#sites-with-api-integration) | [🛠️ AI Compilers/Code Assistants](#ai-powered-compilers-and-code-assistants) | [🛠️ LLM Ops](#llm-ops) | [🛠️ Consumer AI Hardware](#consumer-ai-hardware) | [💻 Software for Large Language Models](#-software-for-large-language-models)

### **Your contributions and suggestions are welcome to keep this list comprehensive and up-to-date!**



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________________________________________________________________

## 🚀 Godmode: Most Powerful and Frequently Used AI Tools

[🔝 Back to Top](#top)

This section highlights the most cutting-edge and powerful AI tools that are frequently used by professionals across various industries. These tools represent the forefront of AI technology, offering unmatched capabilities for a wide range of applications.

- **[ChatGPT](https://chat.openai.com/)** - Powered by OpenAI's GPT-4, ChatGPT is a versatile AI chatbot capable of generating human-like text, answering questions, assisting with coding, and more. 4o, 4o mini, o1

- **[Claude AI](https://claude.ai/)** - Developed by Anthropic, Claude AI offers advanced natural language understanding and can handle complex conversational queries.

- **[Dream machine](https://lumalabs.ai/dream-machine)** - Video from image generation (Open to everyone)

- **[MidJourney](https://midjourney.com)** - Advanced tool for AI-driven artistic image creation.

- **[Perplexity AI](https://www.perplexity.ai/)** - An AI-driven question-answering and research tool that provides accurate, interactive results. It’s known for delivering reliable information retrieval and is particularly useful for research, education, and knowledge exploration.

________________________________________________________________

## 🆕 New and Emerging AI Tools

[🔝 Back to Top](#top)

This section introduces the latest AI tools that are gaining popularity and have not yet been widely featured in existing lists. Some of them very new

- **[Deep-Live-Cam](https://github.com/hacksider/Deep-Live-Cam)** - A repository that offers tools to create deepfake videos using live camera input, providing real-time face-swapping capabilities.

- **[Meta LLaMA 3.1 Models](https://github.com/meta-llama/llama-models)** - Official repository to use and implement LLaMA 3.1 models, Meta's state-of-the-art large language models.

- **[Agent Zero](https://github.com/frdel/agent-zero)** - A repository for creating and managing autonomous AI agents with customizable goals and tasks.

- **[Text Generation Web UI](https://github.com/oobabooga/text-generation-webui)** - A user-friendly web interface for running and interacting with text generation models, supporting a variety of models and configurations.

- **[LM Studio](https://lmstudio.ai/)** - An AI platform providing a range of tools for language model fine-tuning, deployment, and usage.

- **[Deforum Stable Diffusion](https://github.com/deforum-art/deforum-stable-diffusion)** - A repository for generating animations and high-quality visuals using stable diffusion models.

- **[Stability AI](https://stability.ai/)** - The official website and hub for Stability AI, which offers a variety of AI-driven tools and models, particularly in image generation.

- **[Stable Diffusion Web UI](https://github.com/AUTOMATIC1111/stable-diffusion-webui)** - A popular web-based interface for running Stable Diffusion models, offering extensive features and customization options.

- **[Perplexity AI](https://www.perplexity.ai/)** - A powerful AI tool for question answering and information retrieval, offering interactive and accurate results.

- **[Runway ML](https://runwayml.com/)** - A creative suite for generating, editing, and manipulating media using AI, popular for video and content creation.

- **[Deep Dream Generator](https://deepdreamgenerator.com/)** - An online tool for creating surreal images using deep neural networks, allowing for unique and artistic effects.

- **[Synthesia](https://www.synthesia.io/)** - AI video creation platform that allows you to create professional videos with AI avatars, perfect for business presentations.

- **[Tome AI](https://beta.tome.app/)** - AI-powered storytelling tool that helps in creating dynamic narratives with text, images, and video integrations.

- **[Pictory](https://pictory.ai/)** - AI tool that converts long-form content, like blog posts, into engaging short-form videos.

- **[Descript](https://www.descript.com/)** - An AI-driven tool for audio and video editing, known for its powerful transcription and editing capabilities.

- **[Rephrase.ai](https://www.rephrase.ai/)** - AI-powered platform for creating hyper-personalized videos using deepfake technology, primarily used in marketing.

- **[Lumen5](https://lumen5.com/)** - A video creation tool that uses AI to transform blog posts and articles into engaging videos automatically.

- **[Murph AI](https://www.murph.ai/)** - An AI-powered voiceover tool that provides realistic voices for videos, podcasts, and presentations.

- **[Beautiful.ai](https://www.beautiful.ai/)** - An AI-powered presentation tool that automates the design process, helping you create beautiful slides effortlessly.

- **[CopySmith](https://www.copysmith.ai/)** - An AI tool focused on generating high-quality marketing copy, ad campaigns, and product descriptions.

- **[Notion AI](https://www.notion.so/product/ai)** - AI-powered writing assistant integrated into Notion, enhancing productivity by helping with content creation and organization.

- **[Deep Nostalgia](https://www.myheritage.com/deep-nostalgia)** - AI tool by MyHeritage that animates old photos, bringing historical family images to life.

- **[Scribe AI](https://scribehow.com/)** - An AI tool that automatically generates process documentation, making it easier to create SOPs and training materials.

- **[D-ID](https://www.d-id.com/)** - A creative AI tool specializing in creating animated videos and images from still photos using advanced deep learning techniques.

- **[Regie.ai](https://www.regie.ai/)** - AI writing tool specifically designed for sales teams to automate and enhance email campaigns and sales communications.

- **[Pixray](https://pixray.github.io/)** - A text-to-image AI generator that offers customization and unique art styles, perfect for artists and creators.

- **[Scenario GG](https://www.scenario.gg/)** - AI platform tailored for game developers to create custom assets and environments using generative models.

- **[Durable](https://durable.co/)** - AI-powered website builder that can create a functional website in under a minute, focusing on simplicity and speed.

- **[Typeface](https://typeface.ai/)** - An AI-driven branding and design tool that helps create unique fonts and typographic designs.

- **[BrightBot](https://brightbot.com/)** - AI chatbot builder for customer support and engagement, offering deep customization and integration options.

- **[Beautifulsoup](https://www.crummy.com/software/BeautifulSoup/)** - While not new, it's a powerful Python library for web scraping that has gained renewed interest due to AI-driven data processing needs.

- **[Riverside.fm](https://riverside.fm/)** - AI-powered platform for recording studio-quality podcasts and videos remotely, with features like real-time transcriptions and easy editing.

- **[Suno](https://suno.com/)** - A cutting-edge AI tool focused on transforming music creation with advanced deep learning models for audio generation and enhancement.

- **[AI or Not](https://www.aiornot.com/)** - An AI-driven tool that helps users determine whether a given piece of content was created by a human or an AI, enhancing transparency in content creation.

- **[Udio](https://www.udio.com/)** - An AI-powered platform designed to simplify and innovate audio editing and production, making high-quality audio accessible to everyone.

- **[Taskade](https://www.taskade.com/)** - Build, train, and deploy autonomous AI agents for task management, team collaboration, and workflow automation within a unified workspace, enhancing team productivity with structured lists, notes, and mind maps.

- **[AI Boost](https://boost.pictures/)** - All-in-one service for creating and editing images with AI: upscale images, swap faces, generate new visuals and avatars, try on outfits, reshape body contours, change backgrounds, retouch faces, and even test out tattoos.

________________________________________________________________



 

  

## 🤖 AI Driven Robots and Robotic Dogs

[🔝 Back to Top](#top)

This section covers the latest AI-driven robots, ranging from quadruped robotic dogs to humanoid bots, designed for various applications in research, security, and industry. Most of these models are available for purchase, allowing users to deploy cutting-edge robotics tech right out of the box. Prices might be wrong

- **[Unitree Robotics Go1](https://www.unitree.com/products/go1)** - A quadruped robot "dog" designed for agility, real-time obstacle avoidance, and smooth motion. It is well-suited for hobbyists, educational institutions, and light security tasks.

  - **Price**: Starts at $2,700 for the Go1 Air model; $3,500 for Go1 Pro.

  - **Key Features**: 3D obstacle perception, high-speed agility, payload capacity up to 5 kg, and customizable open-source software.

- **[Unitree Robotics AlienGo](https://www.unitree.com/products/aliengo)** - A more advanced robotic dog capable of carrying heavier loads and performing complex tasks, popular for research and industrial use.

  - **Price**: Approx. $10,000 (varies by configuration).

  - **Key Features**: HD cameras, dynamic motion abilities, payload up to 10 kg, water resistance, and API for custom programming.

- **[Boston Dynamics Spot](https://www.bostondynamics.com/spot)** - The well-known quadruped robot built for terrain adaptability, heavy-duty tasks, and integration with high-level applications. Spot is often used in security, inspections, and industrial automation.

  - **Price**: Approx. $74,500.

  - **Key Features**: 360-degree camera vision, advanced mobility over rough terrain, programmable API, payload options for sensors and tools, and 90-minute runtime per charge.

- **[Unitree Robotics B1](https://www.unitree.com/products/b1)** - A new quadruped robot with industrial-grade capabilities, rugged design, and powerful AI-driven functionality.

  - **Price**: $12,000.

  - **Key Features**: Greater load capacity, enhanced durability for industrial environments, real-time AI processing, and low-power consumption.

- **[Agility Robotics Digit](https://www.agilityrobotics.com/digit)** - A humanoid bipedal robot optimized for logistical tasks, such as warehouse support and last-mile delivery.

  - **Price**: Estimated $250,000 (subject to configurations and purchase agreements).

  - **Key Features**: Bipedal mobility, object handling, warehouse operations, and human-like motion for navigating crowded environments.

- **[Tesla Bot](https://www.tesla.com/)** - Currently in development, this humanoid robot by Tesla is designed for everyday tasks and human interaction.

  - **Availability**: Not yet available for purchase.

  - **Key Features**: Human-like form factor, intended for household and industrial support roles, and integration with Tesla’s AI ecosystem. More details to be announced closer to release.

- **[Ghost Robotics Vision 60](https://www.ghostrobotics.io/vision60)** - A rugged quadruped robot tailored for outdoor and military applications, capable of enduring harsh conditions and demanding environments.

  - **Price**: Pricing on request, generally over $100,000 depending on specifications.

  - **Key Features**: Durability for harsh terrain, operational resilience, modular payload compatibility, and robust sensor suite for autonomous tasks.

- **[ANYbotics ANYmal](https://www.anybotics.com/anymal)** - A quadruped robot from ANYbotics designed for inspection tasks in industrial environments, including oil, gas, and mining facilities.

  - **Price**: Starting at approx. $150,000.

  - **Key Features**: Water and dust resistance, autonomous inspection capabilities, and integration with various sensors and inspection tools.

________________________________________________________________

## 🤖 Well known AI tools

[🔝 Back to Top](#top)

- [BING browser](https://www.bing.com/) - Uses GPT-4 and DALLE for free image generation (built in into the browser)

- [Google BARD/ Gemini](https://bard.google.com/) - Google AI assistant (BARD/GEMINI).

- [OpenAI Research & Applications](https://openai.com/) - Cutting-Edge AI Research and Innovative Applications CHATGPT 3.5, 4, DALL-E 3.

- [Jasper AI](https://www.jasper.ai/) - Multi-purpose AI tool for various applications.

- [Stable Diffusion](https://stablediffusion.com) - AI model for stable and high-quality image generation.

- [MidJourney](https://midjourney.com) - Advanced tool for AI-driven artistic image creation.

- [DALL-E 3](https://openai.com/dall-e-3) - Latest iteration of OpenAI's powerful image generation model.

- [TensorFlow](https://www.tensorflow.org/) - Open-source machine learning framework by Google.

- [GPT-4 by OpenAI](https://chat.openai.com/) - Advanced natural language processing AI model.

- [IBM Watson](https://www.ibm.com/watson) - Suite of enterprise-ready AI services, applications, and tooling.

- [Azure AI](https://azure.microsoft.com/en-us/overview/ai-platform/) - Microsoft's comprehensive suite of AI tools and frameworks.

- [DeepMind](https://deepmind.com/) - Pioneering AI research lab, known for advancements in deep learning and AI for games.

- [NVIDIA AI](https://www.nvidia.com/en-us/deep-learning-ai/) - AI solutions and GPU-accelerated tools for deep learning.

- [Hugging Face](https://huggingface.co/) - The AI community building the future with open-source AI technologies.

- [Fast.ai](https://www.fast.ai/) - Making neural nets uncool again, focused on making deep learning more accessible.

- [Neuralink](https://neuralink.com/) - Developing ultra-high bandwidth brain-machine interfaces to connect humans and computers.

- [GROK (XAI)](https://x.ai/) - AI model from X

________________________________________________________________

## 🤖 AI-Related Tools

[🔝 Back to Top](#top)

- [Claude AI Chatbot Platform](https://claude.ai) - Provides advanced online chatbot solutions with AI-driven interactivity.

- [Meta LLaMA - Large Language Models](https://ai.meta.com/llama/) - A powerful platform for local language model analysis and applications.

- [Perplexity AI Query Assistant](https://www.perplexity.ai/) - Interactive tool for AI-driven question answering and information retrieval.

- [DeepL Language Translator](https://www.deepl.com/translator) - Offers superior language translation services powered by advanced AI technology.

- [TensorFlow Machine Learning Library](https://www.tensorflow.org/) - Comprehensive open-source machine learning framework.

- [Hugging Face NLP & Model Hub](https://huggingface.co/) - Extensive repository of NLP models and datasets.

- [Algorithmia AI Model Deployment](https://algorithmia.com/) - Platform for scalable AI and machine learning model deployment.

- [Wit.ai Developer NLP Tool](https://wit.ai/) - Developer-focused tool for natural language processing.

- [IBM Watson AI Solutions](https://www.ibm.com/watson) - AI-powered business solutions and applications.

- [Dialogflow Conversational AI](https://cloud.google.com/dialogflow) - Build and optimize AI-powered chat interfaces.

- [Future Tools](https://www.futuretools.io/) - A comprehensive list of additional AI-related tools.

- [Fireflies AI](https://fireflies.ai/) - AI tool for improving meetings.

- [Interviews by AI](https://interviewsby.ai/) - AI-powered interview simulation.

- [Plusdocs](https://www.plusdocs.com) - Tool for enhancing PowerPoint and Google Slides presentations.

- [Songs Like X](https://songslikex.com/plans) - AI tool for creating Spotify playlists.

- [Zapier OpenAI Integrations](https://zapier.com/apps/openai/integrations) - Automation tool integrating OpenAI's capabilities.

- [Rezi AI](https://www.rezi.ai/) - AI-driven resume builder.

- [Ramblefix](https://ramblefix.com) - Speak and interact with AI.

- [Claid AI](https://claid.ai/) - AI-powered image processing tool.

- [ClipDrop](https://clipdrop.co/) - AI tool for image capturing and editing.

- [Palette FM](https://palette.fm/) - AI for color management on images.

- [HeyGen](https://www.heygen.com/) - AI platform for video generation.

- [Phrasly AI](https://phrasly.ai/) - AI tool to humanize text.

- [Generated Photos](https://generated.photos/) - AI for generating human-like images.

- [Scribble Diffusion](https://scribblediffusion.com/) - AI that generates images from drawings.

- [Jasper AI](https://www.jasper.ai/) - Broad AI tool for various applications.

- [AI for Biz](https://aiforbiz.co/) - Helps find AI use cases for businesses.

- [Breeze AI](https://breeze.ai/) - AI for marketing.

- [Wolfram Alpha](https://www.wolframalpha.com/) - AI-driven computational engine.

- [Pictory AI](https://pictory.ai/) - AI tool for video creation.

- [Repurpose.io](https://repurpose.io/) - AI for content repurposing.

- [Copy.ai](https://www.copy.ai/) - AI for copywriting.

- [You.com](https://you.com/) - AI-powered search engine.

- [Promo.com](https://promo.com/) - AI tool for video creation.

- [SocialStudio](https://www.socialstudio.ai/) - AI for social media management.

- [Wave.video](https://wave.video/) - AI for video marketing.

- [RoamAround.io](https://www.roamaround.io/) - AI for travel planning.

- [Codeium](https://codeium.com/) - AI for coding assistance.

- [Jenni.ai](https://jenni.ai) - AI writing tool designed primarily for students, facilitating swift and efficient content creation.

- [HeyGen.com](https://heygen.com) - Effortlessly produce studio-quality videos with AI-generated avatars and voices.

- [vizologi.com](https://vizologi.com) - Offers a unique blend of business model canvassing and AI-driven market analysis.

- [krater.ai](https://krater.ai) - Your SuperApp for all things Artificial Intelligence.

- [fathom.video](https://fathom.video) - Records, transcribes, highlights, and summarizes your meetings.

- [levity.ai](https://levity.ai) - Automates data entry, rate lookup, and even drafts email responses—all without leaving your inbox.

- [Logicballs](https://logicballs.com) - An AI-powered writing tool to create any type of content and supercharge your productivity.

________________________________________________________________

## 🆕 Additional AI and Productivity Tools

[🔝 Back to Top](#top)

- [DeepL](https://www.deepl.com/translator) - Advanced Language Translation

- [TensorFlow](https://www.tensorflow.org/) - Machine Learning Library

- [Hugging Face](https://huggingface.co/) - NLP and Transformer Models

- [IBM Watson](https://www.ibm.com/watson) - AI for Business Solutions

- [Azure AI](https://azure.microsoft.com/en-us/overview/ai-platform/) - Microsoft's AI Platform

- [Google AI](https://ai.google/) - Google's AI Research and Tools

- [Kaggle](https://www.kaggle.com/) - Data Science and ML Platform

- [DataRobot](https://www.datarobot.com/) - Automated Machine Learning

- [OpenAI](https://openai.com/) - AI Research and Applications

- [Algorithmia](https://algorithmia.com/) - AI Model Deployment

- [MonkeyLearn](https://monkeylearn.com/) - Text Analysis with AI

- [Rasa](https://rasa.com/) - Open Source Chatbot Framework

- [Dialogflow](https://cloud.google.com/dialogflow) - Google's Chatbot Platform

- [Otter.ai](https://otter.ai/) - AI-Powered Note Taking

- [Monday.com](https://monday.com/) - Work Operating System

- [RescueTime](https://www.rescuetime.com/) - Time Management

- [Todoist](https://todoist.com/) - Task Management

- [Grammarly](https://www.grammarly.com/) - Writing Assistant

- [Canva](https://www.canva.com/) - Easy Graphic Design

________________________________________________________________

# 💾 GPU Rental Services for Large Language Models

The following are online platforms where you can rent GPU resources, ideal for running computationally intensive Large Language Models (LLMs). These services provide the necessary computational power to handle large-scale AI processing tasks.

1. **[AWS EC2](https://aws.amazon.com/ec2/)** - Amazon Web Services offers scalable cloud computing with GPU instances.

2. **[Google Cloud Compute Engine](https://cloud.google.com/compute)** - Google's infrastructure with high-performance GPUs suitable for machine learning.

3. **[Microsoft Azure GPUs](https://azure.microsoft.com/en-us/services/virtual-machines/gpu/)** - Azure's GPU virtual machines for AI and deep learning.

4. **[NVIDIA GPU Cloud](https://www.nvidia.com/en-us/gpu-cloud/)** - Cloud-based GPU solutions tailored for AI and deep learning by NVIDIA.

5. **[Paperspace](https://www.paperspace.com/)** - Cloud computing platform offering GPU accelerated virtual machines.

6. **[Vast.ai](https://vast.ai/)** - A marketplace for renting affordable AI compute, including GPUs.

7. **[Lambda Cloud](https://lambdalabs.com/cloud)** - Provides GPU cloud instances specifically designed for deep learning.

8. **[Kaggle Kernels](https://www.kaggle.com/kernels)** - Provides free limited GPU access for machine learning projects and competitions.

9. **[FloydHub](https://www.floydhub.com/)** - A platform for training and deploying deep learning models, offering GPU rentals.

10. **[CoreWeave](https://www.coreweave.com/)** - Specialized cloud provider with a focus on GPU-accelerated workloads.

________________________________________________________________

# 🌐 List of Google Chrome Extensions

[🔝 Back to Top](#top)

## AI-Focused Extensions

1. **Grammarly** - AI-powered writing assistant.

2. **Reverso** - Contextual translation and language learning.

3. **VoiceIn Voice Typing** - Voice-to-text input in any text field.

4. **Adblock AI** - Intelligent ad blocking.

5. **Otter.ai** - Real-time transcription service.

6. **Liner** - AI-powered web page highlighting and annotation.

7. **Scribens** - AI grammar and spell checker.

8. **Mailtrack** - AI-based email tracking.

9. **Chatbot** - AI-powered chatbot for website interaction.

10. **Cortex** - AI-powered content marketing tool.

11. **Cite This For Me** - Automated bibliography and citation creator.

12. **SEOquake** - SEO analysis with AI insights.

13. **Keyword Surfer** - Content research and AI-powered SEO.

14. **Panda 5** - News reader with AI-curated content.

15. **Clever Ads** - AI-driven advertising insights.

16. **Gorgias Templates** - Automated email templates.

17. **SummarizeBot** - AI-powered text summarization.

18. **ChatGPT for Google** - Integrate ChatGPT in Google searches.

19. **Almighty** - AI-driven productivity booster.

20. **SentiSum Insights** - AI sentiment analysis for customer feedback.

________________________________________________________________

# Learning AI and ML

[🔝 Back to Top](#top)

## Online Courses & Platforms

1. **[Coursera - Machine Learning by Andrew Ng](https://www.coursera.org/learn/machine-learning)**

2. **[edX - MicroMasters Program in Artificial Intelligence](https://www.edx.org/micromasters/artificial-intelligence)**

3. **[Udacity - AI Nanodegree](https://www.udacity.com/course/ai-artificial-intelligence-nanodegree--nd898)**

4. **[Fast.ai](https://www.fast.ai/)**

5. **[DataCamp - Machine Learning Scientist with Python](https://www.datacamp.com/tracks/machine-learning-scientist-with-python)**

6. **[Google AI Education](https://ai.google/education/)**

7. **[DeepLearning.AI](https://www.deeplearning.ai/)**

8. **[Stanford Online - Machine Learning](https://online.stanford.edu/courses/soe-ycsmachinelearning)**

9. **[MIT OpenCourseWare - Artificial Intelligence](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/)**

10. **[Khan Academy - Computer Science and Artificial Intelligence](https://www.khanacademy.org/computing/computer-science)**

________________________________________________________________

## Free Educational Websites

[🔝 Back to Top](#top)

11. **[Machine Learning Mastery](https://machinelearningmastery.com/)**

12. **[AI Google Blog](https://ai.googleblog.com/)**

13. **[Towards Data Science on Medium](https://towardsdatascience.com/)**

14. **[Analytics Vidhya](https://www.analyticsvidhya.com/)**

15. **[Distill - Latest Research in ML](https://distill.pub/)**

16. **[KDnuggets](https://www.kdnuggets.com/)**

17. **[ArXiv - Cornell University](https://arxiv.org/)**

18. **[Data Science Central](https://www.datasciencecentral.com/)**

19. **[The AI Blog by Microsoft](https://blogs.microsoft.com/ai/)**

20. **[DeepMind Blog](https://deepmind.com/blog)**

________________________________________________________________

## YouTube Channels

[🔝 Back to Top](#top)

- [3Blue1Brown](https://www.youtube.com/c/3blue1brown)

- [Two Minute Papers](https://www.youtube.com/user/keeroyz)

- [Lex Fridman](https://www.youtube.com/user/lexfridman)

- [Siraj Raval](https://www.youtube.com/c/SirajRaval)

- [StatQuest with Josh Starmer](https://www.youtube.com/user/joshstarmer)

- [The AI Podcast by NVIDIA](https://www.youtube.com/playlist?list=PL5B692fm6--sgm4RUV7FHS1b6bhk9cf4j)

- [Sentdex](https://www.youtube.com/user/sentdex)

- [AI4ALL Open Learning](https://www.youtube.com/c/AI4ALL)

- [Corey Schafer (Python Programming)](https://www.youtube.com/user/schafer5)

- [Kaggle](https://www.youtube.com/user/kaggledotcom)

- [Data School](https://www.youtube.com/user/dataschool) - Practical data science and machine learning tutorials.

- [Luis Serrano](https://www.youtube.com/c/LuisSerrano) - Simplifying machine learning and artificial intelligence concepts.

- [Arxiv Insights](https://www.youtube.com/c/ArxivInsights) - Explaining complex AI and machine learning papers.

- [AI Coffee Break with Letitia](https://www.youtube.com/c/AICoffeeBreak) - Brief and informative sessions on AI topics.

- [Yannic Kilcher](https://www.youtube.com/c/YannicKilcher) - Deep dive into AI research papers.

- [Deeplizard](https://www.youtube.com/c/deeplizard) - Advanced tutorials on deep learning and neural networks.

- [Henry AI Labs](https://www.youtube.com/c/HenryAILabs) - Insights into the latest AI research and developments.

- [AI Engineering](https://www.youtube.com/c/AIEngineeringLife) - In-depth AI engineering and data science topics.

- [Hadelin de Ponteves](https://www.youtube.com/c/HadelinDePonteves) - Courses and tutorials on AI and machine learning.

- [CodeEmporium](https://www.youtube.com/c/CodeEmporium) - Demystifying AI concepts through coding.

- [Python Programmer](https://www.youtube.com/c/PythonProgrammer) - Focus on Python programming for AI and data science.

- [School of AI](https://www.youtube.com/c/SchoolofAI) - Dedicated to teaching AI to a global community.

- [AI Sciences](https://www.youtube.com/c/AISciences) - AI and ML tutorials and courses.

- [Python Engineer](https://www.youtube.com/c/PythonEngineer) - Python programming with a focus on AI applications.

- [sentdex](https://www.youtube.com/user/sentdex) - Python programming tutorials with AI and ML focus.

- [Brandon Rohrer](https://www.youtube.com/c/BrandonRohrer) - Simplifying machine learning concepts.

- [Data Professor](https://www.youtube.com/c/DataProfessor) - Data science, bioinformatics, and AI content.

- [Daniel Bourke](https://www.youtube.com/c/Mrdbourke) - Machine learning and AI tutorials.

- [Giant Neural Network](https://www.youtube.com/c/GiantNeuralNetwork) - Exploring the world of neural networks.

- [Krish Naik](https://www.youtube.com/user/krishnaik06) - Data science, machine learning, and AI tutorials.

- [Machine Learning Street Talk](https://www.youtube.com/c/MachineLearningStreetTalk) - In-depth discussions on machine learning topics.

- [MIT OpenCourseWare](https://www.youtube.com/user/MIT) - Educational content from MIT, including AI lectures.

- [Paul G. Allen School](https://www.youtube.com/user/UWCSE) - AI and computer science lectures from the University of Washington.

- [The AI University](https://www.youtube.com/c/TheAIUniversity) - Learning and development in AI and data science.

- [The Sound of AI](https://www.youtube.com/c/TheSoundofAI) - The intersection of AI and music technology.

- [Welch Labs](https://www.youtube.com/user/Taylorns34) - Focusing on AI, neural networks, and deep learning.

- [What's AI](https://www.youtube.com/c/WhatsAI) - Breaking down AI concepts and news.

- [Machine Learning TV](https://www.youtube.com/c/MachineLearningTV) - Machine learning tutorials and explanations.

- [Robert Brunhage](https://www.youtube.com/c/RobertBrunhage) - Flutter, Dart, and AI programming tutorials.

- [The AI Epiphany](https://www.youtube.com/c/TheAIEpiphany) - Exploring AI technologies and concepts.

________________________________________________________________

## Books and Academic Journals

[🔝 Back to Top](#top)

- [Deep Learning Book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville](https://www.deeplearningbook.org/)

- [Pattern Recognition and Machine Learning by Christopher M. Bishop](https://www.springer.com/gp/book/9780387310732)

- [The Hundred-Page Machine Learning Book by Andriy Burkov](http://themlbook.com/wiki/doku.php)

- [Journal of Artificial Intelligence Research](https://www.jair.org/index.php/jair)

- [International Journal of Machine Learning and Cybernetics](https://www.springer.com/journal/13042)

- [Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig](https://www.amazon.com/Artificial-Intelligence-Modern-Approach-4th/dp/0134610997/)

- [Machine Learning: A Probabilistic Perspective by Kevin P. Murphy](https://mitpress.mit.edu/books/machine-learning-1)

- [Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto](https://mitpress.mit.edu/books/reinforcement-learning-second-edition)

- [The Elements of Statistical Learning by Trevor Hastie, Robert Tibshirani, and Jerome Friedman](https://web.stanford.edu/~hastie/ElemStatLearn/)

- [Python Machine Learning by Sebastian Raschka and Vahid Mirjalili](https://www.packtpub.com/product/python-machine-learning-third-edition/9781789955750)

- [Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron](https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/)

- [Deep Learning for Computer Vision by Rajalingappaa Shanmugamani](https://www.packtpub.com/product/deep-learning-for-computer-vision/9781788295628)

- [Natural Language Processing in Python by Steven Bird, Ewan Klein, and Edward Loper](https://www.nltk.org/book/)

- [Building Machine Learning Powered Applications by Emmanuel Ameisen](https://www.oreilly.com/library/view/building-machine-learning/9781492045106/)

- [Practical Statistics for Data Scientists by Peter Bruce and Andrew Bruce](https://www.oreilly.com/library/view/practical-statistics-for/9781491952955/)

- [Deep Learning with Python by François Chollet](https://www.manning.com/books/deep-learning-with-python)

- [Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David](https://www.cambridge.org/core/books/understanding-machine-learning/7D30FE3BDF3FCFC6C3C9C6A9AFD67F43)

- [Bayesian Reasoning and Machine Learning by David Barber](http://web4.cs.ucl.ac.uk/staff/D.Barber/publications/BRML.pdf)

- [Neural Networks and Deep Learning by Michael Nielsen](http://neuralnetworksanddeeplearning.com/)

- [Advanced Analytics with Spark by Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills](https://www.oreilly.com/library/view/advanced-analytics-with/9781491972946/)

- [Data Science from Scratch by Joel Grus](https://www.oreilly.com/library/view/data-science-from/9781492041122/)

- [Python Data Science Handbook by Jake VanderPlas](https://jakevdp.github.io/PythonDataScienceHandbook/)

- [Learning Python for Data Analysis and Visualization by Jose Portilla](https://www.udemy.com/course/learning-python-for-data-analysis-and-visualization/)

- [Introduction to Machine Learning with Python by Andreas C. Müller and Sarah Guido](https://www.oreilly.com/library/view/introduction-to-machine/9781449369880/)

- [Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman](https://mitpress.mit.edu/books/probabilistic-graphical-models)

- [Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber, and Jian Pei](https://www.elsevier.com/books/data-mining/han/978-0-12-381479-1)

- [Big Data: Principles and best practices of scalable realtime data systems by Nathan Marz and James Warren](https://www.manning.com/books/big-data)

- [Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die by Eric Siegel](https://www.wiley.com/en-us/Predictive+Analytics%3A+The+Power+to+Predict+Who+Will+Click%2C+Buy%2C+Lie%2C+or+Die%2C+2nd+Edition-p-9781119145677)

- [Data Science for Business by Foster Provost and Tom Fawcett](https://www.oreilly.com/library/view/data-science-for/9781449374273/)

- [Machine Learning Yearning by Andrew Ng](https://www.deeplearning.ai/machine-learning-yearning/)

- [Feature Engineering for Machine Learning by Alice Zheng and Amanda Casari](https://www.oreilly.com/library/view/feature-engineering-for/9781491953235/)

- [Evaluating Machine Learning Models by Alice Zheng](https://www.oreilly.com/library/view/evaluating-machine-learning/9781492048756/)

- [Fundamentals of Machine Learning for Predictive Data Analytics by John D. Kelleher, Brian Mac Namee, and Aoife D'Arcy](https://mitpress.mit.edu/books/fundamentals-machine-learning-predictive-data-analytics)

- [Python for Data Analysis by Wes McKinney](https://www.oreilly.com/library/view/python-for-data/9781491957653/)

- [Text Mining with R by Julia Silge and David Robinson](https://www.tidytextmining.com/)

- [Data Visualization: A Practical Introduction by Kieran Healy](https://socviz.co/)

- [An Introduction to Statistical Learning with Applications in R by Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani](https://www.statlearning.com/)

- [Think Bayes: Bayesian Statistics in Python by Allen B. Downey](https://greenteapress.com/wp/think-bayes/)

- [Think Stats: Exploratory Data Analysis in Python by Allen B. Downey](https://greenteapress.com/wp/think-stats-2e/)

- [Machine Learning in Action by Peter Harrington](https://www.manning.com/books/machine-learning-in-action)

- [Information Theory, Inference, and Learning Algorithms by David J.C. MacKay](http://www.inference.org.uk/mackay/itila/)

- [Fundamentals of Deep Learning by Nikhil Buduma and Nicholas Locascio](https://www.oreilly.com/library/view/fundamentals-of-deep/9781491925607/)

- [R for Data Science by Hadley Wickham and Garrett Grolemund](https://r4ds.had.co.nz/)

- [Applied Predictive Modeling by Max Kuhn and Kjell Johnson](https://www.appliedpredictivemodeling.com/)

- [Advanced R by Hadley Wickham](https://adv-r.hadley.nz/)

- [R Graphics Cookbook by Winston Chang](https://r-graphics.org/)

- [Python Crash Course by Eric Matthes](https://nostarch.com/pythoncrashcourse2e)

- [Automate the Boring Stuff with Python by Al Sweigart](https://automatetheboringstuff.com/)

- [Fluent Python by Luciano Ramalho](https://www.oreilly.com/library/view/fluent-python/9781491946237/)

- [Effective Python: 90 Specific Ways to Write Better Python by Brett Slatkin](https://effectivepython.com/)

- [Python Cookbook by David Beazley and Brian K. Jones](https://www.oreilly.com/library/view/python-cookbook-3rd/9781449357337/)

- [Learning Python by Mark Lutz](https://www.oreilly.com/library/view/learning-python-5th/9781449355722/)

- [Python Programming: An Introduction to Computer Science by John Zelle](https://mcsp.wartburg.edu/zelle/python/)

- [Python for Everybody: Exploring Data in Python 3 by Charles Severance](https://www.py4e.com/book)

- [Practical Deep Learning for Cloud, Mobile, and Edge by Anirudh Koul, Siddha Ganju, and Meher Kasam](https://www.oreilly.com/library/view/practical-deep-learning/9781492034858/)

- [Deep Learning: A Practitioner's Approach by Adam Gibson and Josh Patterson](https://www.oreilly.com/library/view/deep-learning-a/9781491914250/)

- [Building Intelligent Systems: A Guide to Machine Learning Engineering by Geoff Hulten](https://www.springer.com/gp/book/9783319739500)

- [Programming Collective Intelligence by Toby Segaran](https://www.oreilly.com/library/view/programming-collective-intelligence/9780596529321/)

- [Algorithms of Oppression by Safiya Umoja Noble](https://nyupress.org/9781479837243/algorithms-of-oppression/)

_____________________________________________________________________________

## Interactive Learning & Tools

[🔝 Back to Top](#top)

36. **[Kaggle Competitions](https://www.kaggle.com/competitions)**

37. **[Google Colab](https://colab.research.google.com/)**

38. **[TensorFlow Playground](https://playground.tensorflow.org/)**

39. **[Scikit-Learn Documentation](https://scikit-learn.org/stable/documentation.html)**

40. **[AI Experiments with Google](https://experiments.withgoogle.com/collection/ai)**

______________________________________________________________________________

# Image Generation Tools

[🔝 Back to Top](#top)



  



This list highlights a selection of image generation tools, featuring advanced AI technologies such as Stable Diffusion, MidJourney, and DALL-E 3, among others. These tools offer a range of functionalities, from creating artistic visuals to generating realistic images.

- [Stable Diffusion](https://stablediffusion.com) - AI model for stable and high-quality image generation.

- [MidJourney](https://midjourney.com) - Advanced tool for AI-driven artistic image creation.

- [DALL-E 3](https://openai.com/dall-e-3) - Latest iteration of OpenAI's powerful image generation model.

- [CivitAI](https://civitai.com/models) - Platform offering various AI models including image generators. Works very well with midjourney

- [DeepArt](https://deepart.io) - Turns your photos into artworks using AI.

- [Deep Dream Generator](https://deepdreamgenerator.com) - AI-based deep learning tool for artistic image transformation.

- [Artbreeder](https://artbreeder.com) - Collaborative AI tool for creating and editing images.

- [RunwayML](https://runwayml.com) - Creative toolkit powered by machine learning.

- [VQGAN+CLIP](https://vqgan-clip.com) - Text-to-image synthesis with AI.

- [NightCafe Studio](https://nightcafe.studio) - AI Art Generator using multiple techniques.

- [DeepAI](https://deepai.org) - AI-driven image synthesis and editing.

- [This Person Does Not Exist](https://thispersondoesnotexist.com) - Generates realistic human faces using AI.

- [Big Sleep](https://github.com/lucidrains/big-sleep) - AI model for generating images from text descriptions.

- [GANPaint Studio](https://ganpaint.io) - Interactive tool for semantic photo manipulation.

- [AI Gahaku](https://ai-art.tokyo/en) - AI artist generating paintings from photos.

- [Deep Dream](https://deepdreamgenerator.com) - Google's AI tool for dream-like image alterations.

- [Zyro AI Image Generator](https://zyro.com/ai/image-generator) - Business-oriented image generation.

- [Deep Angel](https://deepangel.media.mit.edu) - AI-driven tool for removing objects from images.

- [PaintsChainer](https://paintschainer.preferred.tech) - AI painting tool with various styles.

- [Fotor AI Photo Editor](https://www.fotor.com) - AI-enhanced photo editing and image generation.

- [Hotpot.ai](https://hotpot.ai) - AI services for design, art, and image editing.

- [AI Picasso](https://ai-picasso.com) - Generates Picasso-style artworks using AI.

- [Imagined by AI](https://imagined.ai) - Text-to-image generation platform.

- [GANBreeder](https://ganbreeder.app) - Breed two images to create novel new ones using GANs.

- [Prisma](https://prisma-ai.com) - Turns photos into artworks using AI filters.

- [Patternica](https://patternica.ai) - AI-powered pattern design tool.

- [Playform](https://playform.io) - AI tool for artists and creators.

- [Deep Nostalgia](https://www.myheritage.com/deep-nostalgia) - Animates old photos using AI.

- [Wombo Dream](https://www.wombo.art) - AI-powered art generator app.

- [Pixray](https://pixray.com) - Text-to-image generation using AI.

- [NeuralBlender](https://neuralblender.com) - Uses AI to blend images and concepts creatively.

- [GANSpace](https://github.com/harskish/ganspace) - Discovering interpretable GAN controls.

______________________________________________________________________________

# Custom GPT Sites

[🔝 Back to Top](#top)

- [Twig](https://www.twig.so/) - Twig is an AI assistant that resolves customer issues instantly, supporting both users and support agents 24/7.

- [AssistantHunt](https://assistanthunt.com) - Platform for finding AI-powered assistants.

______________________________________________________________________________

# AI Communities

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- [Build Club](https://www.buildclub.ai) - Global AI community and education platform

______________________________________________________________________________

# Video Generation Tools

[🔝 Back to Top](#top)

This list includes a range of tools for AI-powered video generation, offering capabilities from video editing to creating entirely new video content with AI.

- [Synthesia](https://www.synthesia.io) - AI video generation platform.

- [RunwayML](https://runwayml.com) - AI toolkit for artists and creators.

- [Deep Video Portraits](https://www.graphics.stanford.edu/projects/deepvideo) - AI-driven facial reenactment in videos.

- [Pictory](https://pictory.ai) - AI-powered video editing and creation.

- [Lumen5](https://lumen5.com) - AI-driven video maker for businesses.

- [Descript](https://www.descript.com) - Video editing and transcription.

- [Rephrase.ai](https://www.rephrase.ai) - Create AI-generated videos.

- [Deep Art Effects](https://www.deeparteffects.com) - AI video art generator.

- [Elai.io](https://elai.io) - AI video builder with custom avatars.

- [AI Video Enhancer](https://topazlabs.com/video-enhance-ai) - Enhance video quality using AI.

- [GlitchAI](https://glitchai.com) - AI for video glitch effects.

- [Kapwing AI Video Editor](https://www.kapwing.com) - Online AI video editor.

- [Veed.io](https://www.veed.io) - AI video editing and subtitles.

- [Fliki](https://fliki.ai) - Turn text to speech videos.

- [Hour One](https://www.hourone.ai) - AI characters for video generation.

- [InVideo](https://invideo.io) - Online video creator with AI.

- [Rosebud AI](https://rosebud.ai) - Generate AI avatars for videos.

- [AI Video Maker](https://www.animaker.com/ai-video-maker) - Animaker’s AI video maker.

- [Vimeo Create](https://vimeo.com/create) - AI-driven video creation.

- [Murf](https://murf.ai) - AI Voiceover & text to speech for videos.

- [FlexClip](https://www.flexclip.com) - Easy-to-use AI video maker.

- [Wisecut](https://www.wisecutvideo.com) - AI video editing with auto subtitles.

- [Neural Love](https://neural.love) - AI for video restoration and enhancement.

- [RendrFX](https://www.rendrfx.com) - AI-based online video maker.

- [D-ID](https://www.d-id.com) - AI-driven video face animation.

- [Wave.video](https://wave.video) - Video marketing platform.

- [AI Video Creator](https://www.aivideocreator.com) - Create videos with AI.

- [Firework](https://firework.com) - Short video platform with AI.

- [Videobolt](https://www.videobolt.net) - AI-assisted video maker.

- [Promo.com](https://promo.com) - AI-driven video creation tool.

______________________________________________________________________________

# Sound Generation Tools

[🔝 Back to Top](#top)

Explore AI in the realm of sound with these innovative tools designed for sound generation, editing, and manipulation.

- [AIVA](https://www.aiva.ai) - AI music composition.

- [Amper Music](https://www.ampermusic.com) - AI music creator.

- [Landr](https://www.landr.com) - AI mastering and music creation.

- [Mubert](https://mubert.com) - AI-driven generative music.

- [Boomy](https://boomy.com) - Instantly create music with AI.

- [Endel](https://endel.io) - AI for personalized soundscapes.

- [Jukedeck](https://www.jukedeck.com) - Create unique music for videos.

- [Melodrive](https://melodrive.com) - AI music composition software.

- [Sonic Pi](https://sonic-pi.net) - The live coding music synth.

- [Google Magenta](https://magenta.tensorflow.org) - AI and music research project.

- [Ecrett Music](https://ecrettmusic.com) - AI music generator.

- [Soundraw.io](https://soundraw.io) - AI music composer.

- [NSynth Super](https://nsynthsuper.withgoogle.com) - AI experiment in sound.

- [Humtap](https://www.humtap.com) - Make music with AI.

- [Bronze](https://bronze.ai) - AI-driven music platform.

- [Orb Composer](https://www.orb-composer.com) - AI-powered music composition.

- [Soundful](https://www.soundful.com) - AI-driven sound and music generation.

- [Amadeus Code](https://www.amadeuscode.com) - AI songwriting assistant.

- [Bespoke Sounds](https://bespokesound.co) - Custom AI music solutions.

- [Riffusion](https://riffusion.com) - AI-generated riffs and soundscapes.

- [SoundAI](https://sound.ai) - AI for sound recognition and analysis.

- [WaveAI](https://www.wave-ai.net) - AI-powered music creation.

- [AI Music](https://aimusic.co.uk) - AI-driven adaptive music technology.

- [Infinite Music](https://infinitemusic.io) - AI for generating endless music.

- [Dadabots](https://dadabots.com) - AI for generating music.

- [AI Mastering](https://aimastering.com) - AI-powered audio mastering.

- [Loudly](https://loudly.com) - AI music studio and sound library.

- [Audiolabs](https://audiolabs-erlangen.de) - AI and sound research lab.

- [AI Music Generator](https://www.aimusicgenerator.com) - Generate music tracks with AI.

- [SOUNDRAW](https://soundraw.io) - AI music composition for creators.

______________________________________________________________________________

# ♫ Music Generation Tools

[🔝 Back to Top](#top)

Discover the power of AI in music with these tools designed for generating, composing, and transforming music.

- [AIVA](https://www.aiva.ai) - AI music composition platform.

- [Amper Music](https://www.ampermusic.com) - Create music with AI.

- [Jukedeck](https://www.jukedeck.com) - AI for creating unique music tracks.

- [Mubert](https://mubert.com) - Generative music streaming.

- [Boomy](https://boomy.com) - Instant music creation with AI.

- [Ecrett Music](https://ecrettmusic.com) - AI music generator for videos.

- [Humtap](https://www.humtap.com) - AI-driven music making.

- [Sonic Pi](https://sonic-pi.net) - Live coding for music.

- [Endel](https://endel.io) - Personalized sound environments.

- [Melodrive](https://melodrive.com) - AI for interactive music.

- [Google Magenta](https://magenta.tensorflow.org) - AI experiments in music.

- [Soundraw.io](https://soundraw.io) - AI composer for creators.

- [NSynth Super](https://nsynthsuper.withgoogle.com) - Experiment with sounds.

- [Orb Composer](https://www.orb-composer.com) - AI for music composition.

- [Bronze](https://bronze.ai) - Music platform powered by AI.

- [Amadeus Code](https://www.amadeuscode.com) - AI songwriting tool.

- [Infinite Music](https://infinitemusic.io) - AI for endless music streams.

- [Bespoke Sounds](https://bespokesound.co) - Custom music solutions.

- [AI Music Generator](https://www.aimusicgenerator.com) - Generate music with AI.

- [WaveAI](https://www.wave-ai.net) - AI-assisted music creation.

- [Landr](https://www.landr.com) - AI mastering and music services.

- [Riffusion](https://riffusion.com) - AI for music riff generation.

- [AI Music](https://aimusic.co.uk) - Adaptive music technology.

- [Soundful](https://www.soundful.com) - AI music generation platform.

- [Dadabots](https://dadabots.com) - AI-generated music streams.

- [AI Mastering](https://aimastering.com) - Automated audio mastering.

- [Loudly](https://loudly.com) - AI music studio.

- [Audiolabs](https://audiolabs-erlangen.de) - AI and music research.

- [SOUNDRAW](https://soundraw.io) - AI music composition for videos.

- [Lumen5](https://lumen5.com) - AI-driven music video maker.

______________________________________________________________________________

# Voice-Related AI Tools

[🔝 Back to Top](#top)

A selection of AI tools specialized in voice recognition, synthesis, and processing.

1. [Descript](https://www.descript.com) - Advanced audio editing and transcription.

2. [Murf AI](https://murf.ai) - AI voice generator for realistic voiceovers.

3. [Resemble AI](https://www.resemble.ai) - Custom AI voice creation.

4. [Sonantic](https://sonantic.io) - AI voice actors for lifelike performances.

5. [Voicery](https://www.voicery.com) - Text-to-speech with natural-sounding voices.

6. [Voctro Labs](https://www.voctrolabs.com) - Cutting-edge voice synthesis.

7. [Lovo](https://www.lovo.ai) - AI voiceover and cloning platform.

8. [Play.ht](https://play.ht) - AI voice generators for text-to-speech.

9. [Speechify](https://www.speechify.com) - Text-to-speech for personal use.

10. [Modulate](https://modulate.ai) - AI for voice skins and voice chat.

11. [Replica Studios](https://replicastudios.com) - AI voice actors for games and VR.

12. [WellSaid Labs](https://wellsaidlabs.com) - Studio-quality AI voice.

13. [CereProc](https://www.cereproc.com) - Text-to-speech solutions with character.

14. [Acapela Group](https://www.acapela-group.com) - Personalized digital voices.

15. [Nuance](https://www.nuance.com) - AI-powered speech recognition.

16. [ReadSpeaker](https://www.readspeaker.com) - Text-to-speech online.

17. [iSpeech](https://www.ispeech.org) - High-quality text-to-speech and voice recognition.

18. [Natural Readers](https://www.naturalreaders.com) - Online text-to-speech reader.

19. [Balabolka](http://www.cross-plus-a.com/balabolka.htm) - Free text-to-speech software.

20. [Voice Dream](https://www.voicedream.com) - Text-to-speech app for mobile devices.

21. [ElevenLabs](https://elevenlabs.io) - State-of-the-art voice synthesis for realistic and customizable speech.

______________________________________________________________________________

# Media Enhancement AI Tools

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AI tools for enhancing media quality, such as upscaling images or videos, and specialized Adobe tools.

1. [Adobe's Enhance Speech](https://www.adobe.com) - AI-powered tool for improving speech quality.

2. [Fireflies.ai](https://fireflies.ai) - AI meeting assistant for note-taking and transcribing.

3. [Topaz Labs](https://www.topazlabs.com) - AI software for image and video enhancement.

4. [Remini](https://www.remini.ai) - Photo enhancing and restoration.

5. [LetsEnhance](https://letsenhance.io) - AI-powered image upscaling.

6. [Deep Art Effects](https://www.deeparteffects.com) - AI photo enhancement and art style application.

7. [Gigapixel AI](https://www.topazlabs.com/gigapixel-ai) - Upscaling images using AI.

8. [Pixlr](https://pixlr.com) - AI photo editing.

9. [VEED.IO](https://www.veed.io) - Video editing and enhancing tools.

10. [Pictory](https://pictory.ai) - AI-driven video creation and editing.

11. [Flixier](https://flixier.com) - Improve video quality online.

12. [Bigjpg](https://bigjpg.com) - AI image upscaling.

13. [Waifu2x](https://waifu2x.udp.jp) - AI-driven image upscaling for anime-style art.

14. [ImageUpscaler](https://imageupscaler.com) - Online image upscaling.

15. [Davinci Resolve](https://www.blackmagicdesign.com/products/davinciresolve/) - Video editing with AI features.

16. [Deep Image](https://deep-image.ai) - Enhance image resolution with AI.

17. [PhotoRefiner](https://photorefiner.com) - AI for photo improvement.

18. [Neural Love](https://neural.love) - AI for video and photo enhancement.

19. [AVCLabs Video Enhancer AI](https://www.avclabs.com/video-enhancer-ai) - Improve video quality using AI.

20. [Cre8tiveAI](https://cre8tiveai.com) - AI for image quality enhancement.

______________________________________________________________________________

# AI Tools for Photo Editing

[🔝 Back to Top](#top)

A collection of AI-powered tools specifically designed for photo editing and enhancement.

1. [Remove.bg](https://www.remove.bg) - Remove backgrounds from photos using AI.

2. [Prisma](https://prisma-ai.com) - Turn photos into artworks.

3. [FaceApp](https://www.faceapp.com) - AI-powered facial editing.

4. [Lensa](https://lensa.ai) - AI photo editing for portraits.

5. [Meitu](https://www.meitu.com) - Photo editing with AI beautification.

6. [Photoleap by Lightricks](https://www.lightricks.com/photoleap) - Creative photo editing.

7. [Adobe Photoshop Camera](https://www.adobe.com/products/photoshopcamera.html) - AI-driven photography app.

8. [Fotor](https://www.fotor.com) - AI photo editor and design maker.

9. [Deep Art Effects](https://www.deeparteffects.com) - Transform photos into art.

10. [PhotoAI](https://photoai.app) - AI for various photo editing tasks.

11. [Canva](https://www.canva.com) - AI-enhanced design and photo editing.

12. [PicsArt](https://picsart.com) - Editing, collage making, and drawing.

13. [Snapseed](https://snapseed.online) - Advanced photo editing app.

14. [Polarr](https://www.polarr.com) - AI photo editor for creators.

15. [BeFunky](https://www.befunky.com) - Photo editing and graphic design.

16. [VSCO](https://www.vsco.co) - Photography and editing tools.

17. [YouCam Makeup](https://www.perfectcorp.com/consumer/apps/ymk) - Makeup and beauty editor.

18. [AirBrush](https://appairbrush.com) - Easy photo editor.

19. [PhotoDirector](https://www.cyberlink.com/products/photodirector-photo-editing-software-365/overview_en_US.html) - Creative editing with AI style effects.

20. [TouchRetouch](https://www.adva-soft.com/touchretouch/) - Remove objects from photos.

______________________________________________________________________________

## Tools for better image prompting

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1. [Midlibrary](https://midlibrary.io/) - A comprehensive resource for Midjourney image prompts.

2. [AI Art ES](https://aiartes.com/reference) - Platform for exploring AI-generated art and references.

3. [Google Docs Guide 1](https://docs.google.com/document/d/17VPu3U2qXthOpt2zWczFvf-AH6z37hxUbvEe1rJTsEc/edit#) - Detailed guide on image prompting strategies.

4. [Google Docs Guide 2](https://docs.google.com/document/d/11WlzjBT0xRpQhP9tFMtxzd0q6ANIdHPUBkMV-YB043U/edit) - Additional insights on AI image generation.

5. [Pro Prompting Tips on Reddit](https://www.reddit.com/r/midjourney/comments/vc9qhx/pro_prompting_tips/) - Community-shared pro tips for Midjourney.

6. [Google Docs Guide 3](https://docs.google.com/document/d/e/2PACX-1vSIWlr5F6J4yv4jxazaXcZaI-F3MxCsnSq4jwoaO3vaEYC911v2N7JpDgjuhAUVYhq4VmA1SCjF3rdK/pub) - Advanced techniques for AI image generation.

7. [MidJourney Styles and Keywords on GitHub](https://github.com/willwulfken/MidJourney-Styles-and-Keywords) - A GitHub repository with styles and keywords for Midjourney.

8. [AI Teapot](https://rexwang8.github.io/resource/ai/teapot) - Resource for AI-related tools and references.

9. [Google Spreadsheet for Midjourney](https://docs.google.com/spreadsheets/d/10i9Ip8tVSERAuMWbc6-H6BUFCoUGOQ91YzDvX--c4bk/edit#gid=0) - Spreadsheet with extensive Midjourney resources.

10. [Paintings by Style on WikiArt](https://www.wikiart.org/en/paintings-by-style) - Visual art styles and paintings reference.

11. [DALL-E Prompt Book](https://pitch.com/v/DALL-E-prompt-book-v1-tmd33y) - A collection of prompts for DALL-E image generation.

12. [Midjourney Tips on Twitter](https://twitter.com/davidad/status/1551143240065228800) - Twitter thread with useful tips for Midjourney.

13. [Noonshot for Midjourney](https://app.noonshot.com/midjourney) - Noonshot app with features for Midjourney.

14. [Google Spreadsheet 2 for Midjourney](https://docs.google.com/spreadsheets/d/e/2PACX-1vQY7A8XI922SZhO0C91QExsjJGpR5la7jA1GoqZlUyLCMkkChTmIH-LzwBtFqB6stpRWZmDgwcahBlm/pubhtml#) - Another comprehensive spreadsheet for Midjourney resources.

15. [Image-to-Text with Clip Interrogator](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator.ipynb#scrollTo=YQk0eemUrSC7) - A tool for converting images to descriptive text.

16. [BLIP on Hugging Face](https://huggingface.co/spaces/Salesforce/BLIP) - Image-to-text conversion tool on Hugging Face.

17. [OFA Image Caption on Hugging Face](https://huggingface.co/spaces/OFA-Sys/OFA-Image_Caption) - Image captioning tool based on Hugging Face's OFA system.

18. [Clip Retrieval](https://rom1504.github.io/clip-retrieval/) - Image search and retrieval tool.

19. [Midjourney Tips on Reddit](https://www.reddit.com/r/midjourney/comments/x5f3f4) - Reddit post with additional tips for Midjourney users.

20. [Stable Diffusion Prompts on MPost](https://mpost.io/best-100-stable-diffusion-prompts-the-most-beautiful-ai-text-to-image-prompts/) - A list of 100 beautiful prompts for Stable Diffusion.

21. [Top 50 Text-to-Image Prompts for AI Art Generators](https://mpost.io/top-50-text-to-image-prompts-for-ai-art-generators-midjourney-and-dall-e/) - Curated list of prompts for various AI art generators.

22. [Stable Diffusion Guide on Reddit](https://www.reddit.com/r/StableDiffusion/comments/xcq819/dreamers_guide_to_getting_started_w_stable/) - A beginner's guide to getting started with Stable Diffusion.

23. [SDUpdates on Rentry](https://rentry.org/sdupdates) - Updates and information about Stable Diffusion.

24. [Generrated](https://generrated.com/) - A platform for exploring and creating AI-generated art.

25. [Artist refference Spreadsheet](https://docs.google.com/spreadsheets/d/1h6H2CqjLdZMbLjlz6EHwemfO4fkIzAfWtjRAMSa2KHE/edit#gid=0) - A comprehensive Google Spreadsheet with refferences of artist styles

______________________________________________________________________________

# Sites with API Integration

[🔝 Back to Top](#top)

A selection of platforms offering API integration for various AI applications and functionalities.

1. [OpenAI](https://openai.com) - API for accessing GPT-3 and other AI models.

2. [IBM Watson](https://www.ibm.com/watson) - APIs for AI services in different domains.

3. [Google Cloud AI](https://cloud.google.com/products/ai) - APIs for Google's AI services.

4. [Microsoft Azure Cognitive Services](https://azure.microsoft.com/en-us/services/cognitive-services/) - AI APIs for speech, vision, and language.

5. [Amazon Web Services AI](https://aws.amazon.com/machine-learning/ai-services/) - APIs for AWS's AI and machine learning services.

6. [DeepAI](https://deepai.org) - APIs for various AI capabilities.

7. [Algorithmia](https://algorithmia.com) - Marketplace for algorithms, including AI and ML.

8. [Wit.ai](https://wit.ai) - Natural language processing API.

9. [Clarifai](https://www.clarifai.com) - AI platform for computer vision and NLP.

10. [TextRazor](https://www.textrazor.com) - Text analysis API using AI.

11. [Aito.ai](https://aito.ai) - AI database and predictive APIs.

12. [MonkeyLearn](https://monkeylearn.com) - Text analysis with AI API.

13. [Rev.ai](https://www.rev.ai) - Speech recognition and transcription API.

14. [Dialogflow](https://cloud.google.com/dialogflow) - Google's conversational AI API.

15. [Rasa](https://rasa.com) - Open-source conversational AI API.

16. [Sightengine](https://sightengine.com) - AI-driven image and video analysis API.

17. [Repustate](https://www.repustate.com) - Sentiment analysis and text analytics API.

18. [Nexmo API](https://www.vonage.com/communications-apis/) - APIs for messaging, voice, and phone verification.

19. [Lobe](https://lobe.ai) - Build, train, and ship custom machine learning models using an easy visual interface.

20. [ChatterOn](https://chatteron.io) - AI chatbot building platform with API.

21. Many others support API integration too

______________________________________________________________________________

## AI-Powered Compilers and Code Assistants

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- [GitHub Copilot](https://copilot.github.com/) - AI pair programmer which suggests code snippets and entire functions in real-time.

- [JetBrains Compose Multiplatform](https://www.jetbrains.com/lp/compose-multiplatform/) - AI-assisted code completion for Kotlin multiplatform development.

- [Tabnine](https://www.tabnine.com/) - AI code completion assistant for software developers, supporting multiple languages and IDEs.

- [Kite](https://www.kite.com/) - AI coding assistant offering line-of-code completions and documentation.

- [Codota](https://www.codota.com/) - AI tool for developers that predicts your next code segment.

- [Intellicode](https://visualstudio.microsoft.com/services/intellicode/) - AI-assisted coding from Microsoft, available in Visual Studio.

- [SourceAI](https://sourceai.dev/) - An AI-powered code generator that helps you write code faster.

- [AI Code Completion by DeepCode](https://www.deepcode.ai/) - AI-powered code review tool that learns from your codebase.

- [Replit's Ghostwriter](https://replit.com/ghostwriter) - AI coding assistant that helps you write and debug code faster.

- [Facebook's Aroma](https://research.fb.com/publications/aroma-code-to-code-search-and-recommendation/) - AI-based code-to-code search and recommendation tool.

- [Codex by OpenAI](https://openai.com/blog/openai-codex/) - AI system that translates natural language to code, powered by GPT-3.

- [Deep TabNine Local](https://www.tabnine.com/local) - Deep learning model running locally for code completion.

______________________________________________________________________________

## LLM Ops

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- [Keywords AI](https://www.keywordsai.co/) - The enterprise-grade software to build, monitor, and improve your AI application. Keywords AI is a full-stack LLM engineering platform for developers and PMs.

- [Helicone AI](https://www.helicone.ai/) - The open-source LLM observability for developers.

- [LlamaIndex](https://github.com/run-llama/llama_index) -  LlamaIndex is a data framework for your LLM applications

- [Mem0](https://github.com/mem0ai/mem0) - The memory layer for Personalized AI

- [Inferable](https://github.com/inferablehq/inferable) - Open-source managed agent runtime for distributed AI agents

______________________________________________________________________________

## 🛠️ REPOS

______________________________________________________________________________

## Consumer AI Hardware

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**Make you're own research as some hardware on this list has recieved very mixed reviews**

- **NVIDIA GPUs** - Consumer-grade GPUs such as the GeForce series, suitable for AI research, gaming, and deep learning projects, widely available for personal purchase.

- **Google Coral USB Accelerator** - Designed for edge AI applications, this device brings Google's TPU technology to the USB form factor, making it compatible with Raspberry Pi and other single-board computers for fast, local inference.

- **Intel Neural Compute Stick 2** - A plug-and-play USB device that accelerates deep learning inference on edge devices, compatible with a wide range of development kits and platforms.

- **Raspberry Pi (with AI extensions like Google Coral)** - The Raspberry Pi itself, when combined with AI extensions such as the Google Coral USB Accelerator, becomes a powerful tool for AI projects at the edge.

- **Jetson Nano Developer Kit** - NVIDIA's compact but powerful board designed for educators, hobbyists, and embedded developers to bring AI to the edge.

- **Movidius Myriad X VPU** - The vision processing unit (VPU) by Intel, aimed at providing AI capabilities to edge devices, including drones, smart cameras, and more.

- **AIY Projects by Google** - Do-it-yourself AI kits provided by Google, including the Voice Kit and Vision Kit, designed to introduce developers and hobbyists to AI concepts with Raspberry Pi.

- **OpenMV Cam H7** - A small, low-power microcontroller board optimized for machine vision applications, making it suitable for a wide range of automation projects that require visual data processing.

- **Luxonis DepthAI** - A platform combining depth sensing with AI capabilities, designed for real-time edge AI applications and available in various form factors including USB-connected devices.

- **Humane AI Device** - An innovative wearable device integrating AI for real-time interaction and assistance, targeting consumer applications with a focus on human-computer interaction.

- **Rabbit AI Accelerator** - Though specific details may vary, if available, this could refer to a compact, efficient AI accelerator designed for enhancing computational capabilities on consumer devices for AI tasks.

- **Odroid-N2 with AI Core** - A powerful single-board computer that, when equipped with an AI Core module, can handle AI tasks and deep learning applications at the edge.

- **Khadas VIM3** - A single-board computer that comes with an NPU (Neural Processing Unit) for AI and deep learning applications, suitable for developers and hobbyists interested in edge AI projects.

- **Friend Mini AI Assistant by Friend.com** - A compact AI companion designed to sit on your desk or be used on the go. This device focuses on delivering real-time conversational AI, providing reminders, managing schedules, and acting as a "virtual friend."

  - **Key Features**: Compact design, voice-activated interactions, friendly conversational AI, and integration with smart home devices. Pricing and availability vary.

- **Jetson Orin Nano Developer Kit** - NVIDIA’s latest addition to the Jetson lineup, designed for AI and robotics projects that need more power than the Jetson Nano but remain in a small, compact form factor.

  - **Key Features**: Supports AI model deployment, 8-core ARM CPU, 1024-core GPU, 32 TOPS AI performance, and compatible with popular machine learning frameworks. Priced around $199.

- **Arduino Nicla Vision** - A small, vision-enabled AI board from Arduino, equipped with a powerful image sensor and edge AI capabilities. Designed for computer vision projects that require image detection and processing at the edge.

  - **Key Features**: 2MP camera, motion sensor, environmental sensors, machine vision with Edge Impulse, and low power consumption. Priced around $115.

- **Edge Impulse EON Tuner** - A software and hardware toolkit designed to help optimize machine learning models for low-power microcontrollers and edge devices. It integrates with compatible hardware to fine-tune models for specific IoT applications.

  - **Key Features**: Model optimization for low-power use, compatibility with popular microcontrollers, and Edge Impulse integration for easy model deployment. Pricing varies by subscription.

- **Xnor.ai AI2GO Module** - A highly efficient AI accelerator that can plug into Raspberry Pi and other SBCs, designed for low-power AI tasks like face recognition, object detection, and anomaly detection in IoT applications.

  - **Key Features**: On-device inference for lightweight AI models, ultra-low power consumption, compatible with Raspberry Pi and similar devices. Pricing around $50.

- **ESP32-S3 AI Module** - A new variant of the popular ESP32 series by Espressif, featuring improved AI and ML capabilities. Ideal for edge AI projects that need reliable, small-scale computing, such as image and voice recognition.

  - **Key Features**: Dual-core processor, integrated AI instructions for machine learning, supports TinyML, and optimized for energy efficiency. Priced around $8–$10.

- **Luxonis OAK-1 Pro** - An updated version of the OAK-1 with improved depth perception and AI processing, designed for projects that require high-performance machine vision and spatial analysis.

  - **Key Features**: Onboard AI inference, 3D depth perception, color camera, Intel Myriad X VPU, and open-source SDK. Priced around $199.

- **Himax WE-I Plus** - A tiny AI development board that includes a low-power AI processor for applications like face detection, wake word recognition, and gesture control.

  - **Key Features**: Ultra-low power, image and audio processing, AI inference on-device, and suitable for always-on applications. Priced around $20.

- **Kendryte K210 RISC-V AI Module** - A low-cost, RISC-V-based AI accelerator suitable for lightweight AI applications on the edge, like facial recognition, audio analysis, and gesture detection.

  - **Key Features**: Dual-core RISC-V CPU, 0.5 TOPS of AI performance, neural network support, and ideal for IoT and wearable AI applications. Priced around $15–$25.

- **Seeed Studio XIAO ESP32-S3 Sense** - A tiny microcontroller that integrates both image and audio processing capabilities in a form factor perfect for IoT applications.

  - **Key Features**: Compact design, built-in microphone and camera, supports TinyML, and suitable for on-device machine learning applications. Priced around $13.

______________________________________________________________________________

## 💻 Software for Large Language Models

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This section covers some of the most advanced software platforms for working with large language models (LLMs), from popular web-based AI tools like ChatGPT and Claude to software that allows you to run LLMs locally on your machine. These tools are widely used for applications in content generation, programming assistance, and enterprise AI solutions.

- **[ChatGPT](https://chat.openai.com/)** - Developed by OpenAI, ChatGPT is a powerful, cloud-based language model (GPT-4) known for its versatility in text generation, coding support, and conversational AI. It is available through OpenAI's web interface and API, making it accessible for both casual and professional users.

- **[Claude](https://claude.ai/)** - Created by Anthropic, Claude is an advanced conversational AI that competes with ChatGPT in natural language understanding and can handle complex queries. Known for its ethical AI framework, Claude offers nuanced, safe, and reliable responses across a wide range of applications.

- **[LM Studio](https://lmstudio.ai/)** - LM Studio provides a versatile environment for fine-tuning, deploying, and using language models. Ideal for developers and researchers, it supports running large language models on local hardware, making it a strong choice for custom model training and deployment without relying on cloud-based solutions.

- **[LLaMA 2](https://ai.facebook.com/llama/)** - Meta’s open-source language model that can be run locally on powerful hardware setups. LLaMA 2 is designed for researchers and developers who need a customizable, open-source solution for tasks like natural language processing, content generation, and research.

- **[Alpaca](https://crfm.stanford.edu/2023/03/13/alpaca.html)** - Developed by Stanford, Alpaca is an instruction-following model based on LLaMA, fine-tuned for improved performance on specific tasks. Alpaca can be deployed locally, allowing researchers to work with large language models offline for greater privacy and control.

- **[Mistral](https://mistral.ai/)** - An open-weight model that competes with LLaMA, offering a balance between performance and efficiency. Mistral can run on local servers or personal hardware for high-performance, private deployment of language models.

- **[GPT4All](https://gpt4all.io/)** - GPT4All offers a range of locally deployable language models that are specifically optimized to run on consumer-grade hardware. Ideal for users who want to run a high-quality LLM without relying on cloud services, GPT4All supports tasks like chatbots, content generation, and code assistance.

- **[Vicuna](https://lmsys.org/blog/2023-03-30-vicuna/)** - A powerful open-source model fine-tuned from LLaMA, designed to be conversational and responsive, similar to ChatGPT. Vicuna is available for local deployment, allowing developers to create customized AI applications with private and secure local execution.

- **[WizardLM](https://github.com/nlpxucan/WizardLM)** - WizardLM is a family of fine-tuned models based on open-source language models, optimized for instruction-following tasks. Known for its high-quality performance in natural language understanding and generation, WizardLM can be run on local servers.

- **[OpenAssistant](https://open-assistant.io/)** - A community-driven project that provides open-source LLMs for various conversational tasks, similar to ChatGPT. OpenAssistant models can be deployed locally, giving developers full control over AI deployment and customization.

- **[Text Generation Web UI](https://github.com/oobabooga/text-generation-webui)** - An open-source web-based interface for running and managing language models locally, with support for a range of models, including LLaMA, GPT-J, and others. This tool is popular for experimentation and customization of LLMs without relying on cloud infrastructure.

- **[Dolly 2.0](https://www.databricks.com/blog/2023/04/12/dolly-v2-first-open-instruction-tuned-llm.html)** - Developed by Databricks, Dolly 2.0 is an open-source, instruction-tuned LLM that can be run locally, offering a cost-effective alternative for businesses looking for tailored solutions without recurring cloud costs.

- **[Flan-T5](https://github.com/google-research/t5x)** - A variant of Google’s T5 model, fine-tuned with instruction-based learning (Flan). Flan-T5 is popular in the open-source community for various natural language processing tasks, and it can be deployed on local hardware for private usage.

- **[Cerebras-GPT](https://www.cerebras.net/)** - Cerebras Systems provides open-source GPT models optimized for their AI-specific hardware. While designed for large-scale deployment, Cerebras-GPT models can also be run on specific compatible local setups, making it suitable for research or enterprise applications.

- **[FastChat](https://github.com/lm-sys/FastChat)** - An open-source chat framework that supports running and fine-tuning large language models, including LLaMA, Vicuna, and other popular options. FastChat can be deployed locally for private, controlled conversational AI applications.