AI Hub: Dynamic Repository of AI Resources

Discover a vibrant AI Hub, to gain access to a plethora of resources, cutting-edge tools, and expert guidance to unleash the boundless potential of artificial intelligence.

RESEARCH TOOLS

Tool	Description	Link
Perplexity	Perplexity AI is an AI-powered tool designed to help you navigate the vast world of academic research. It uses several advanced technologies, including natural language processing and machine learning, to analyze and summarize research papers, providing you with easily digestible insights and highlighting key findings.	Perplexity
Concensus	Imagine a powerful research assistant that combs through millions of scientific papers, pinpoints the ones most relevant to your query, and then distills them into clear, understandable summaries. That’s the magic of Consensus. This AI-powered search engine empowers you to navigate the complex world of research with ease and efficiency.	Concensus
Research Rabbit	Tool assisting researchers in discovering relevant academic papers, articles, and publications related to AI and machine learning.	Research Rabbit
Google Scholar	Search engine specifically designed for finding scholarly literature across various disciplines, including AI research papers.	Google Scholar
arXiv	Open-access repository containing scientific papers in various fields, including artificial intelligence, machine learning, and computer science.	arXiv
Semantic Scholar	AI-powered search engine for academic papers that assists researchers in discovering influential and relevant publications.	Semantic Scholar
Mendeley	Reference manager and academic social network that helps researchers organize papers, collaborate, and discover new research.	Mendeley
DeepAI	Collection of AI models and APIs for various tasks, including text generation, translation, summarization, and more, aiding researchers in AI-related projects.	DeepAI
IBM Watson Research	Platform offering AI tools, resources, and research papers developed by IBM’s research division focusing on artificial intelligence.	IBM Watson Research
OpenAI Research	Repository and platform for accessing research papers, models, and articles published by OpenAI on artificial intelligence.	OpenAI Research
Allen Institute for AI (AI2)	Research institute providing resources, datasets, and papers in AI, with a focus on natural language understanding and reasoning.	Allen Institute for AI
Hugging Face Hub	Platform for sharing and discovering AI models and datasets, fostering collaboration among researchers in NLP and other AI domains.	Hugging Face Hub
TensorFlow Research Cloud	Cloud-based platform and tools provided by TensorFlow for conducting AI research and experimentation.	TensorFlow Research Cloud
PyTorch	Open-source machine learning library offering tools, resources, and a community for researchers and developers in AI and deep learning.	PyTorch
Fast.ai	Online courses, software libraries, and research resources aimed at democratizing AI education and making it accessible to all.	Fast.ai

TEXT GENERATION TOOLS

Tool	Description	Link
Anyword	Platform utilizing AI to generate effective and engaging ad copies and content for marketing purposes.	Anyword
Bard	AI-driven tool focused on text generation, assisting in crafting engaging and diverse content across multiple domains.	Bard
Bing AI	The Microsoft Copilot AI chatbot aimed at simplifying your online experience and empowering you with information and creativity.	Bing AI
ChatGPT	An advanced AI model capable of generating human-like text for various purposes, including conversation and content creation.	ChatGPT
Conversion.ai	Platform using AI to generate marketing copy, blog posts, and creative content tailored to specific needs.	Conversion.ai
Copy.ai	Tool employing AI to generate marketing content, including ad copies, social media content, and more.	Copy.ai
Copysmith	AI tool specializing in generating marketing copy, including ad copies, product descriptions, and more.	Copysmith
DeepAI	Collection of AI models and APIs for various tasks, including text generation, translation, and summarization.	DeepAI
EleutherAI’s GPT-J	Open-source large-scale language model providing text generation capabilities for diverse applications.	EleutherAI’s GPT-J
Grammarly’s AI Writing Assistant	Grammarly’s AI-powered tool offering suggestions to improve grammar, style, and tone.	Grammarly AI
Hugging Face’s models (e.g., Transformers, BART)	Libraries providing access to various pre-trained transformer models for text generation, translation, summarization, and more.	Hugging Face’s models
INK	AI-powered writing platform focusing on SEO optimization and readability enhancement for content creation.	INK
Jasper	An AI-powered text generation tool designed for producing high-quality written content.	Jasper
Kafkai	AI content creation platform capable of producing human-like text suitable for different applications.	Kafkai
LaMDA	Language model developed by Google, adept at engaging in open-ended conversations.	LaMDA
Megatron-Turing NLG	Advanced natural language generation model used for creating text-based content.	Megatron-Turing NLG
OpenAI’s Codex	Language model designed for code generation and assisting developers in writing code snippets and solutions.	OpenAI’s Codex
OpenAI’s GPT-3 (e.g., ChatGPT)	An advanced language model capable of generating human-like text across various domains, aiding in conversation, content creation, and more.	OpenAI’s GPT-3 (e.g., ChatGPT)
Outwrite	Writing assistant using AI for grammar checking, style improvement, and plagiarism detection in text.	Outwrite
Phrasee	AI tool specializing in creating compelling and optimized marketing language for email campaigns and advertising.	Phrasee
Portent	Tool utilizing AI to generate creative and impactful content for marketing purposes.	Portent
Rasa	Open-source conversational AI platform aiding in building contextual AI chatbots and assistants.	Rasa
Replika	Chatbot designed for personal conversations and emotional support, capable of generating empathetic text responses.	Replika
Rytr	Writing assistant leveraging AI to produce compelling and personalized text content for various purposes.	Rytr
Scalenut	AI-powered writing tool assisting in creating optimized and engaging content.	Scalenut
ShortlyAI	AI-powered platform offering quick and coherent text generation for different purposes like content creation and copywriting.	ShortlyAI
Spin Rewriter	AI-powered content spinning tool aiding in generating unique variations of content for SEO purposes.	Spin Rewriter
Wordtune	AI-driven writing assistant that helps in refining and enhancing text to make it clearer and more effective.	Wordtune
Writesonic	AI-powered software assisting in generating persuasive and creative content for marketing and storytelling.	Writesonic

IMAGE GENERATION TOOLS

Tool	Description	Link
Artbreeder	Platform allowing users to create unique and customized images by blending and evolving existing visuals using AI.	Artbreeder
DALL-E 2	Advanced image generation AI by OpenAI, capable of creating diverse and contextually relevant images from textual descriptions.	DALL-E 2
Deep Dream Generator	Platform utilizing AI to create surreal and dream-like images from user-provided visuals.	Deep Dream
Deep Nostalgia by MyHeritage	Tool utilizing AI to animate old photos and generate realistic movements in still images.	Deep Nostalgia
DeepArt	Online platform using AI to transform photos into artworks by applying various artistic styles.	DeepArt
Dream by WOMBO	AI-driven image generation tool known for creating surreal and imaginative visuals from user input.	Dream
FaceApp	Application employing AI for facial transformation, including age progression, filters, and various effects.	FaceApp
Lensa AI	Image editing tool powered by AI, offering features to enhance and modify photographs.	Lensa AI
Luminar AI	Photo editing software integrating AI for intelligent image enhancement and editing capabilities.	Luminar AI
Midjourney	AI-powered platform focused on creating visually stunning and diverse images for various purposes.	Midjourney
MyHeritage AI Time Machine	Tool utilizing AI to animate old photographs and generate realistic movements in still images.	MyHeritage AI
NightCafe Creator	Tool employing AI to generate artistic and visually appealing images, suitable for various contexts.	NightCafe
Pixlr X	Online photo editing tool offering various AI-powered features for image enhancement and manipulation.	Pixlr X
Prisma	App utilizing AI to apply artistic filters and transform photos into unique artistic styles.	Prisma
Remini	AI-driven platform specializing in enhancing and restoring the quality of old and low-resolution images.	Remini
RunwayML	Creative toolkit leveraging AI for diverse image generation and manipulation tasks, including visual effects and editing.	RunwayML
Stable Diffusion	Platform utilizing AI to generate high-quality and stable images with controllable features.	Stable Diffusion
Topaz Labs	Suite of AI-powered image editing plugins and software offering various editing functionalities.	Topaz Labs
VanceAI	AI-based platform providing image enhancement and restoration features for photographs.	VanceAI

AUDIO GENERATION TOOLS

Tool	Description	Link
Altered	AI-powered tools to enhance and modify voice recordings for creative or professional use.	Altered
DeepZen	Text-to-speech platform capable of creating natural-sounding voiceovers and audio content.	DeepZen
ElevenLabs	ElevenLabs offers AI-based voice generation and synthesis for creating natural-sounding audio content across various applications.	ElevenLabs
Jukebox by OpenAI	AI-powered platform generating music in various genres and styles based on user input.	Jukebox
KitsAI	KitsAI offers lifelike audio creation using AI-driven text-to-speech and voice synthesis tools for narration and storytelling.	KitsAI
Listnr	AI tool converting text articles into human-like audio for wider audience reach, catering to podcasters and publishers.	Listnr
LovoAI	An AI platform creating lifelike voices for videos, podcasts, and more through text-to-speech and voice-over services.	LovoAI
Murf	Audio creation tool employing AI for generating music, sound effects, and diverse audio compositions.	Murf
Readspeaker	Text-to-speech software employing AI to convert written text into lifelike speech.	Readspeaker
Resemble	Platform utilizing AI to create realistic synthetic voices and generate personalized speech.	Resemble
Sonantic	AI-powered platform specializing in creating emotionally expressive and realistic character voices for games and media.	Sonantic
Speechelo	AI text-to-speech software offering various voice options and customization features.	Speechelo
Synthesia	Generate personalized videos at scale with human-like avatars and custom audio through an AI-driven video platform.	Synthesia
Uberduck	Uberduck provides AI-driven voice-over and text-to-speech services for multimedia projects and content creation.	Uberduck
Voiceflow	Platform enabling the creation of interactive voice and chatbot applications using AI.	Voiceflow
VoiceForge	Online platform offering a variety of text-to-speech voices for different applications.	VoiceForge
VoiceOverMaker	VoiceOverMaker leverages AI to produce top-quality voice-overs in multiple languages for various media projects.	VoiceOverMaker
Voicera	AI-powered platform for transcribing and summarizing meeting conversations and generating meeting highlights.	Voicera
Voiser	Create natural-sounding voice recordings and storytelling content with an AI-based platform.	Voiser

VIDEO GENERATION TOOLS

Tool	Description	Link
Adobe Premiere Pro	Professional video editing software offering advanced editing features and effects.	Adobe Premiere Pro
Final Cut Pro X	Apple’s professional video editing software known for its powerful features and intuitive interface.	Final Cut Pro X
DaVinci Resolve	Comprehensive video editing software with powerful color grading tools.	DaVinci Resolve
Filmora	User-friendly video editing software suitable for beginners and intermediate users.	Filmora
iMovie	Apple’s easy-to-use video editing software designed for casual and entry-level users.	iMovie
Vimeo Create	Video creation tool offering templates and tools for making engaging videos.	Vimeo Create
Clipchamp	Online video editor providing various features for creating and editing videos.	Clipchamp
Lumen5	AI-powered platform transforming text into engaging video presentations.	Lumen5
InVideo	Platform employing AI for creating professional-quality videos with customizable templates and features.	InVideo
Kapwing	Online video editor leveraging AI for creating and editing video content for social media and beyond.	Kapwing
Adobe After Effects	Software for creating visual effects and motion graphics for videos.	Adobe After Effects
Animoto	Video creation platform utilizing AI to produce professional-quality videos from user-uploaded content.	Animoto
Biteable	Online video-making platform providing templates and AI-assisted tools for creating marketing and social media videos.	Biteable
Camtasia	Screen recording and video editing software for creating instructional videos and presentations.	Camtasia
ClipScribe	Online tool for creating and editing videos with features for adding captions and text overlays.	ClipScribe
Descript	Tool offering transcription, video editing, and collaborative features using AI-driven technology.	Descript
FlexClip	Online video maker with AI-driven tools for creating videos and slideshows.	FlexClip
Jasper Video	AI-powered tool focused on generating high-quality video content for various applications.	Jasper Video
Magisto	AI-powered video editing app for creating marketing and social media videos.	Magisto
Movavi Video Editor	User-friendly video editing software offering a range of features for video creation and enhancement.	Movavi Video Editor
Promo AI	Tool offering AI-driven video creation for marketing purposes, including ads and promotional content.	Promo AI
Rocketium	Video creation platform offering customizable templates and AI-powered features.	Rocketium
RunwayML	Creative toolkit utilizing AI for various video generation and manipulation tasks, including visual effects and editing.	RunwayML
Synthesia	AI-powered video synthesis platform allowing the creation of realistic and personalized video content.	Synthesia
Typito	Video editing platform integrating AI features for creating engaging and professional videos.	Typito
VEED	Video editing tool powered by AI, providing features for editing and enhancing videos online.	VEED
Wave.video	Online video maker offering templates, stock footage, and editing tools for creating marketing videos and social media content.	Wave.video
Wideo	Online video creation platform utilizing AI for creating animated videos and presentations.	Wideo
Wondershare Filmii	Easy-to-use video editing software with AI-powered features for beginners.	Wondershare Filmii

PRODUCTIVITY TOOLS

Tool	Description	Link
Airtable	Collaboration and project management tool combining the features of a spreadsheet and database.	Airtable
Asana	Task and project management software for teams, facilitating communication and tracking progress.	Asana
Box	Cloud content management platform for secure file sharing, collaboration, and workflow automation.	Box
Buffer	Social media management platform for scheduling and analyzing posts on various social media platforms.	Buffer
Calendly	Online scheduling tool simplifying the process of arranging meetings and appointments.	Calendly
Chili Piper	Appointment scheduling and meeting booking software for sales and customer service teams.	Chili Piper
Clara	AI-powered virtual assistant specializing in scheduling meetings and managing calendars.	Clara
Drift	Conversational marketing platform leveraging AI for sales and customer engagement.	Drift
Dropbox	Cloud-based file storage and collaboration platform allowing file sharing and synchronization across devices.	Dropbox
Evernote	Note-taking app enabling users to capture and organize notes, documents, and ideas across devices.	Evernote
Evernote Web Clipper	Browser extension enabling users to save web content directly to Evernote.	Evernote Web Clipper
Freedcamp	Project management and collaboration platform for organizing tasks, files, and communication.	Freedcamp
Google Assistant	AI-powered virtual assistant by Google, aiding in tasks, scheduling, and information retrieval.	Google Assistant
Google Keep	Note-taking app for capturing and organizing ideas, lists, and reminders.	Google Keep
Google Workspace (formerly G Suite)	Suite of productivity and collaboration tools including Gmail, Google Drive, Google Docs, Sheets, Slides, and more.	Google Workspace
Grammarly	Writing assistant offering grammar checking, spell checking, and style improvement suggestions.	Grammarly
Hootsuite	Social media management platform allowing users to schedule and manage posts across multiple networks.	Hootsuite
Hunter	Tool for finding email addresses associated with a specific domain or individual.	Hunter
IFTTT	Automation platform connecting various apps and devices to create custom workflows and automate tasks.	IFTTT
LastPass	Password manager helping users securely store and manage passwords across multiple accounts.	LastPass
MeisterTask	Task management tool integrating with MindMeister for seamless project planning and execution.	MeisterTask
Microsoft Office 365	Suite of productivity tools including Word, Excel, PowerPoint, Outlook, and more for document creation, spreadsheet management, presentations, and email.	Microsoft Office 365
Microsoft Power Automate	Workflow automation tool integrating various apps and services to automate repetitive tasks.	Microsoft Power Automate
Microsoft Teams	Collaboration platform integrating chat, video meetings, file storage, and app integration for teamwork.	Microsoft Teams
MindManager	Mind mapping and visualization tool for organizing thoughts, ideas, and projects.	MindManager
MindNode	Mind mapping app for visualizing ideas, structuring thoughts, and planning projects.	MindNode
Miro	Online collaborative whiteboard platform for brainstorming, planning, and visual collaboration.	Miro
Monday.com	A platform built for project management, team collaboration, and workflow automation.	Monday.com
Notion	All-in-one workspace allowing users to organize notes, tasks, databases, and more.	Notion
Nozbe	Task and project management app for individuals and teams to increase productivity.	Nozbe
OmniFocus	Task management app for macOS and iOS devices for organizing tasks and projects.	OmniFocus
OneNote	Digital notebook by Microsoft for organizing notes, sketches, web clippings, and more.	OneNote
Otter.ai	AI-powered transcription tool for capturing and organizing meeting notes, interviews, and lectures.	Otter.ai
Otter.ai Live Transcribe	Real-time transcription tool for live events, meetings, and conferences.	Otter.ai Live Transcribe
Pocket	App for saving articles, videos, and web content to view later across devices.	Pocket
Quip	Collaboration platform combining documents, spreadsheets, and chat for teamwork and productivity.	Quip
Remember The Milk	Task management app enabling users to create to-do lists, set reminders, and manage tasks.	Remember The Milk
Rephrase AI	AI-powered writing tool for paraphrasing and rewriting sentences or paragraphs.	Rephrase AI
RescueTime	Time management tool tracking computer and mobile device usage to improve productivity.	RescueTime
SaneBox	Email management tool organizing and filtering emails to maintain inbox sanity.	SaneBox
Slack	Communication platform facilitating team collaboration through messaging, file sharing, and integration with various apps and tools.	Slack
Taskade	Taskade AI is a powerful AI-powered productivity platform designed to supercharge your workflow and collaboration. It helps you work faster, smarter, and more creatively, both individually and as a team.	Taskade
TickTick	Task and to-do list app with features for task management, reminders, and collaboration.	TickTick
Time Doctor	Employee time tracking and productivity management software for remote teams.	Time Doctor
Todoist	Task management application aiding in organizing and prioritizing tasks and projects.	Todoist
Toggl	Time tracking tool for managing work hours, projects, and improving time management.	Toggl
Trello	Project management tool utilizing boards and cards to organize tasks and workflows collaboratively.	Trello
Wrike	Project management and collaboration software for teams managing tasks and projects.	Wrike
Zapier	Automation tool connecting different apps and automating workflows without coding knowledge.	Zapier
Zoom	Video conferencing and communication tool used for online meetings, webinars, and virtual collaboration.	Zoom

ALL ABOUT PROMPT ENGINEEING

Prompt engineering is the art of crafting the perfect question or instruction for an AI model, unlocking its full potential and guiding its output towards desired results. Think of it as the bridge between your intentions and the AI’s understanding.

Prompt Engineering Unveiled: Navigating the AI Conversation

Question	Answer
What does prompt engineering involve?	Prompt engineering involves crafting precise and context-rich instructions, or prompts, to guide AI language models, ensuring desired and accurate responses.
Who uses prompt engineering with AI language models?	Developers, content creators, and individuals working with AI language models utilize prompt engineering to optimize model outputs.
Where is prompt engineering applied?	Prompt engineering is applied across various domains, including natural language processing, artificial intelligence research, and machine learning projects.
When is prompt engineering essential?	Prompt engineering is essential whenever accurate, context-aware, or domain-specific responses are required from AI models, such as content generation, question answering, or specialized tasks.
Why is effective prompt engineering crucial?	Effective prompt engineering is crucial because it enhances the quality of AI-generated content, making it more relevant and aligned with user expectations.
How can one engage in successful prompt engineering?	Successful prompt engineering involves formulating clear, concise, and well-structured prompts. It also requires experimentation with different approaches to optimize AI model responses.

Prompt Engineering Subtopics: Exploring Nuances

Subtopic	Description
Contextual Precision	Crafting prompts that provide the necessary context for the AI model to understand the task.
Specific Queries	Formulating prompts with explicit questions or directives to elicit targeted responses.
Format Guidance	Specifying the desired format (e.g., paragraph, list, summary) for the AI-generated output.
Keyword Emphasis	Highlighting important keywords to steer the model’s attention towards relevant information.
Positive and Negative Examples	Using examples to illustrate the desired response style and content.
Controlled Output	Employing techniques to guide the model’s output and avoid unwanted biases.
Creative Content Generation	Crafting prompts that encourage the model to generate creative and novel ideas.
Data Source Utilization	Incorporating data sources or references within prompts for fact-based responses.
Ambiguity Resolution	Creating unambiguous prompts to prevent misunderstandings by the model.
Prompt Iteration	Experimenting with different phrasings and structures to optimize results.
Task Customization	Tailoring prompts for specific tasks, such as translation, summarization, or code generation.
Domain Adaptation	Adapting prompts to specific domains or industries for accurate domain-specific responses.
Clarification Prompts	Designing prompts that instruct the model to ask for further clarification when needed.
Ethical Considerations	Ensuring prompts avoid generating harmful, biased, or inappropriate content.
Limiting Lengthy Responses	Guiding the model to provide concise and focused outputs.
Sensitivity to Tone	Incorporating tone and style preferences within prompts for context-appropriate responses.
Multi-Turn Interactions	Crafting prompts for conversational interactions with the model across multiple exchanges.
Error Handling	Developing prompts that encourage the model to acknowledge and correct errors in its responses.
Localized Context	Creating prompts that consider the cultural and regional context of the audience.
Adapting to Model Updates	Adjusting prompts as AI models evolve to maintain effective communication.

Building Blocks of a Prompt

Block	Description
Task	Defines main action or outcome. It is the core of any prompt.
Scenario	Provides context and background. Context is essential for understanding the relevance and scope of the task.
Goal	Sets desired outcomes. Knowing the desired outcome helps align the response with the prompt’s purpose.
Examples	Gives tangible directions. Examples offer clarity about what is expected in the response.
Preferred Solutions	Suggests desired methods for the task. Preferred solutions indicate the approach that aligns with the prompt’s goals.
Role	Sets perspective for the answer. Role can be important in certain prompts, especially when the perspective differs from the default.
Audience	Identifies target audience needs. Understanding the audience is crucial for effective communication.
Format	Defines content layout. Format matters for readability and organization.
Tone	Indicates style of language. Tone sets the style and mood of the response.
Constraints	Outlines limitations. Constraints are important for setting boundaries.

Sample Prompts for Prompt Engineering

Subcategory	Prompt
Contextual Precision	“Provide a detailed explanation of the role of renewable energy sources in reducing carbon emissions.”
Specific Queries	“Explain the process of photosynthesis, highlighting the role of chlorophyll and sunlight.”
Format Guidance	“Summarize the main advantages and disadvantages of adopting blockchain technology in supply chain management in bullet points.”
Keyword Emphasis	“Discuss the impact of social media on mental health, focusing on the effects of ‘cyberbullying.'”
Positive and Negative Examples	“Give examples of sustainable practices (positive) and their opposite (negative) in the hospitality industry.”
Controlled Output	“Explain the concept of quantum entanglement without delving into speculative theories or pseudoscience.”
Creative Content Generation	“Imagine a future society where robots perform all household tasks. Describe a typical day in this society.”
Data Source Utilization	“Reference recent statistics on global deforestation rates and explain the factors contributing to this trend.”
Ambiguity Resolution	“Define ‘bank’ in the context of finance, distinguishing between commercial banks and investment banks.”
Prompt Iteration	“Elaborate on the significance of the ‘butterfly effect’ in chaos theory. Provide examples to illustrate its impact.”
Task Customization	“Translate the following English paragraph about climate change into Spanish: [English paragraph].”
Domain Adaptation	“Discuss the challenges specific to data privacy in the healthcare industry, considering regulations like HIPAA.”
Clarification Prompts	“Explain the term ‘artificial intelligence’ as if the reader has no prior knowledge of the subject. Ask questions if further details are needed.”
Ethical Considerations	“Describe the benefits of genetic modification in agriculture, ensuring that the discussion avoids promoting unethical practices.”
Limiting Lengthy Responses	“Summarize the key findings of the research study on the effects of sleep deprivation on cognitive performance in 3-4 sentences.”
Sensitivity to Tone	“Compose a response explaining the importance of empathy in customer service, maintaining a professional yet empathetic tone.”
Multi-Turn Interactions	“Initiate a conversation with the AI model, starting with a question about the history of space exploration.”
Error Handling	“Explain the concept of ‘machine learning’ with an emphasis on accuracy. If there are any inaccuracies, correct them in the response.”
Localized Context	“Discuss traditional wedding customs in Japan, considering the cultural significance of each ritual.”
Adapting to Model Updates	“Explain the concept of ‘neural networks’ as it was understood in the early 2000s. If there have been advancements, briefly mention them.”