green and blue lines of data and code

Generative AI Applications and Tools

Reading Time: 8 minutes

The list of generative Artificial Intelligence (genAI) applications, tools and methods grows daily. This is a small selection of those more commonly accessed within each category.  

Before you Explore

As you test and experiment with these tools, consider using the below table to evaluate the safety and privacy of the service you’re vetting. Each chatbot will have their own data collection practices. It can be helpful to scan the website, and review terms of use and privacy policy, even if you don’t know all of the jargon. Look for the following criteria, and consider how closely or not they match the ideal. In this section the term “user” refers to you or your students.

Ask YourselfSafestRisky
Who or what appears to be the primary market?Post-secondary education or a particular industry.Heavily advertised products that don’t demonstrate particular use cases or contexts.
What kind of information does it collect from you or students?Ideally, it should be as little as possible, perhaps just your email and name, and for students, little to no information.Requires extensive information that makes someone personally identifiable, such as their address, phone number, or credit card, or if the service may share this with third parties.
What data protection standards is it in compliance with?GDPR compliant (General Data Protection Regulation, the EU regulations on information privacy).No noted compliance with standards such as GDPR (EU), AIDA (Canada – in development) PIPEDA (Canada) FERPA (US)
Where is data stored?In Canada.If this is not specified.
Who owns any intellectual property (IP) that is input into or output from the service?You or the learner should retain any rights to input or output material, and the service should not retain a copy.Any lack of clarity around who owns the inputs or outputs. Be especially cautious where these may be used to train models, or shared or sold to third-party services.
Are you and learners easily able to delete any account?You should be able to delete your account and associated data easily and quickly. There should be no exit fee to retain anything created using the service.Any costs associated with exiting the service.

Many generative AI services might not meet all or many of the ideal answers above. Some might have a combination of ideal answers and red flags, for example. For any help in making this kind of assessment, reach out to the Privacy Office.

Chatbots

ToolTypeCostFeatures
ChatGPT AI chatbot Freely chat (limited tokens); sign in optional; monthly Plus, Tem, or enterprise licence
API pricing token-based and varies by model
Popularly known chatbot; Turn off conversation history to ensure greater privacy, and use paid service to connect to search engines or access API.
Requires sign in for all plans.
Microsoft CopilotAI chatbot integrated into MS365Freely available

Conestoga has an enterprise license for all employees and students (credentials required
AI chatbot integrated into Bing search and other Microsoft products. Variation of ChatGPT with different chatbot persona, leverages GPT 4. 
Chatsonic AI chatbot within writing application (Writesonic) free limited access; various paid plans for individuals and teamsUAI chat engine within the Writesonic platform, combining models like ChatGPT, Claude, and Gemini with marketing tools. Requiires sign up.
Jasper ChatAI chatbot within writing application (Jasper)7 day free tria; Monthly licenses at different levels
AI chatbot feature within the Jasper AI writing platform. Medium to complex conversations; toggle to include Google search data. Retains context but performs with an older dataset.
Google GeminiAI chatbotFree access to Gemini models; Gemini advanced monthly license (sign in-required)Google’s conversational AI chatbot. Requires a Google ccount.
YouChat AI chatbot plug-inLimited basic queries; more tiers at monthly billingBuilt into a search engine, so it can provide up-to-date information. Currently integrates images, code and other types of outputs. Sign in required for paid featuers.
Perplexity AI AI chatbot Unlimited concise searches; limited pro queries.Cites sources with answers; may copy from sources. Sign in required for pro features and saving history.
ClaudeAI assistantfree tier with limited usageCreative tasks; requires an Anthropic account

Code Generators

ToolTypeCostFeatures
GitHub Copilot AI-powered coding assistance Free limited suggestions; monthly billing for tiers natural language to code 
suggest code and entire functions in real-time, right from your editor 
integrates with popular development environments 
supports wide range of languages 
organizational policies 
privacy 
Requires a GitHub account
TabNine AI-powered coding assistance Basic code completions; monthly tier licenses availablenatural language to code 
Trained on open source code with permissive licenses  
whole-line & full-function code completions 
learns your coding style 
integrates with popular development environments 
supports wide range of languages 
cloud or local storage 
Requires sign up
  
Replit GhostWriter AI-powered coding assistance Free plan limited AI assistance; monthly billed tier optionssoon to have GitHub app 
natural language to code 
autocomplete 
prompt driven development 
production quality code 
soon to have test generation Requires a Replit account
MutableAI AI-powered tool for code documentation, generation, and understandingfree (manual suggestions, limited queries; monthly tiered optionsMedium to complex conversations; toggle to include Google search data. Retains context but performs with an older dataset. Requires sign up.
Seek AI for data/SLQ AI tool for generating code, particularly SQL queries from natural languageUsage-based or tiered pricingcode editor, knowledge base, data warehouse integrations, and more  
SQL queries without manually generating code 
AI2SQL Generates SQL queries from natural language.7 day free trial; set numbers of queries per month, depending on subsecriptionwrite complex SQL queries  
natural language to SQL code  Requires sign up

Graphics and Art Generators

ToolTypeCostFeatures
Nightcafe AI art generator with various models and styles.Free: 5 welcome credits, then daily free credits; monthly subscription planstext-to-image generator 
upload image for style change 
choice of model: Stable Diffusion, DALL-E 2, Coherent, Artistic, and Style Transfer; Requires sign-up (e.g., with Google account).
Starry AI Pure Art AI art generator app.Free Tier: Allows up to 25 artworks daily without watermarks, full ownership; paid plansfull ownership of creations 
natural or more abstract renders 
text-to-image generator 
choice of medium (to match artist or art period) ; requires sign up
Fotor Online photo editor and design maker with AI art generation features.Fotor Basic (Free): Basic editing, limited templates/effects, limited AI credits, download with watermark; paid plans billed monthlyphoto editor + AI art generator + graphics + graphics template library 
HD capability, stock photos, file management, resizing 
Sign in required for full features
Deep Dream Generator AI image generator with various artistic styles.Free Users: Get a small number of images/day (e.g., up to 3); subscriptoin plans or a one-time purchase
expand an image with an art style text-to-image AI art; Sign in required 
Jasper Art AI image generation feature within the Jasper platform.Cost: Included in Jasper’s Pro and Business planintegrate AI-generated art into copy 
text-to-image AI art 
Uses DALL-E 2 model 
High-resolution 2K pixel images 
Royalty-free commercial use 
No watermark 
Rytr Art Generator with AI Writing Tools Free Plan: 10k characters/month, access to 40+ use-cases, limited image generation; subscription planstext-to-image AI art 
 upload an image for the AI to create variations 
add or remove shadows and object to create a more realistic image 
requires sign up
DALL-E 2 AI systems by OpenAI that create realistic images and art from natural language descriptions. DALL-E 3 is the more advanced version.Often accessed via ChatGPT Plus ($20/month) which includes DALL-E 3 image generation; cost per image resolutionCites sources with answers; may copy from sources; requires an Open AI account
Midjourney AI image generator known for its artistic and high-quality outputs, primarily accessed via DiscordSubscription based; no free version beyond occasional trialsRequires a Discord account and subscription to Midjourney.
Stable Diffusion Open-source deep learning, text-to-image model. Can be run locally or accessed via various platforms and APIs. Free to download and run if you have the hardware; API access monthly subscriptiontext to image AI art 
image to image AI art 
no personal information required; Widely available in various forms. The original “free” is true for the model itself, but using it via hosted services or APIs incurs costs.
Adobe Firefly Adobe’s family of creative generative AI models, integrated into Adobe Creative Cloud apps (like Photoshop, Illustrator, Adobe Express) and available as a standalone web app.Limited generative credits; Firefly stand alone plans billed monthlyin beta 
image and video creation ; Requires an Adobe ID
CanvaAI-driven toolsFree version with limited features; pro monthly costsRequires Canva account
Mistral AIAI-imagesLimited images with free acountRequires Mistral AI account

Miscellaneous

ToolTypeCostFeatures
Roblox Code Assist  AI-powered code completion feature within Roblox Studio.Appears to be a free feature integrated into Roblox Studio for developers. There’s a daily cap on AI suggestions.AI assistant in Studio Script Editor 
TL:DR AI tool for summarizing articles and text.Free unlimited basic summaries (key sentences), 10 advanced AI summaries (one-time), limited paraphrases, browser extensions; monthly subscription or pay as you goget summary of any YouTube Video 
ree to use with limitations; sign-up required for full features and paid plans.

Research

ToolTypeCostFeatures
elicit AI research assistant that helps automate literature reviews, find papers, summarize information, and extract data from papers Unlimited search, limited summaries/chat with papers (4 at a time), extract data from 20 papers/month; monthly subscription optionsresearch assistant using language models 
uses semantic similarity, which finds papers related to your question even if they don’t use the same keywords 
search forwards and backwards in the citation graph
Requires sign-in 
consensus AI search engine for scientific research, providing evidence-based answers by analyzing peer-reviewed papers.Free unlimited searches, AI-powered filters, limited access to GPT-4 summaries, Consensus Meter, etc. (20 AI credits/month); monthly subscription optionsuses AI to instantly extract and aggregate scientific findings related to a user’s query
Requires sign in for premium features
ResearchRabbit A citation-based literature mapping tool that helps researchers discover and visualize relevant papers and authors.Free. Described as “Free Forever.”“Spotify” for papers 
personalized collections 
interactive visualizations. Requires account creation.
ConnectedPapers A tool to visually explore academic papers in a graph, showing connections through citations5 free graphs per month, all features included; monthly subscription optionsvisual tool  
find and explore papers relative to discipline 
based on Co-citation and Bibliographic Coupling 
Requires sign-up (email, Google, or ORCID
Penelope AI AI-powered Markdown editor and writing assistant for improving writing, rewriting, summarizing, and paraphrasing.Free Tier/Trial: Allows users to start writing and explore features for free.ensure manuscripts meet journal requirements 
30+ checks … currently specific journals 
Inciteful A tool to build a network of academic papers from a seed paper, analyzing citation networks to discover relevant literature.Freesearch engine for academic papers 
build literature map (links to Litmaps); sign in required to save work and manage paper networks.
Litmaps An interactive platform for visualizing and managing literature reviews using citation networks.Free basic search (up to 20 inputs), 2 Litmaps, 100 articles per map; monthly subscription optionsseed, discover, map academic papers 
SciteAn AI-powered research platform that helps researchers discover and evaluate scientific articles by showing how they have been cited (supporting, contrasting, mentioning).7-day free trial; monthly subscription– browser extension
– compares how many other published research papers support or refute a paper
– identifies how many citations a paper has received
– use natural language to search for research papers
– drafting of papers

Teaching, Learning, and Assessment

ToolTypeCostFeatures
AI Tutor ProAI tutorFree; no sign inThis tool is part of the Contact North AI tool suite and is designed to assist faculty in designing assessments, rubrics, and learning outcomes. It is free and browser-based
AI Teaching Assistant ProAI faculty assistantFree; no sign inAnother tool from the Contact North suite, AI Tutor Pro helps with tutoring and academic support. It is also free and browser-based
EdPlus AI ToolsAI faculty assistantFree; no sign in Offered by Arizona State University, this suite includes a Question Generator, Rubric Generator, and Script Voiceover, designed to enhance digital teaching and learning
SMARTIE (Strategic Module Assistant for Rubrics, Tasks, and Inclusive Education)AI faculty assistantFree; no sign inSeven assistants designed to help faculty create equitable, accessible, and inclusive learning environments.

User Experience

ToolTypeCostFeatures
Uizard AI-powered UI design tool for creating wireframes, mockups, and prototypes from text, sketches, or screenshots.free 
pro 
business 
turn hand-drawn sketch into UX design 
Requires sign in
Galileo AI AI tool for generating UI designs from text and image prompts, exportable to Figma and code (HTML/Tailwind). Free 3 AI generations/month, 2 projects, 10 free templates.requires sign in 
syntheticUsers User research AI tool Free for 30 daysTests ideas/products with AI participants for product discovery.
Requires sign in 
Looppanel AI-powered research analysis and repository tool for user interviews (records, transcribes, AI notes).l not free; monthly license assistant for user research 
records your calls, transcribes them, and centralizes all your research data in one place 
Sprig Product research platform for capturing and analyzing user feedback via in-product surveys, prototype tests, and AI analysis.free limited features; pro monthly license collect targeted user insights 
identify common themes in feedback 

Writing Generators and Paraphrasing Tools

ToolTypeCostFeatures
Sudowrite AI writing partner primarily aimed at fiction authors and screenwriters.Free trial available; Monthly license options generate content 
rewrite existing content into something new 
elaborate on something when you need more words 
brainstorm ideas 
multiple languages 
won’t plagiarize unless forces (against terms of service) 
Rytr AI writing tool focused on maintaining the user’s unique voice and providing transparent AI processes.Free to 10k words; monthly license beyond tha 40+ use cases 
30+ languages 
20+ tones 
plagiarism checker 
image generation 
Chibi AI AI writing tool focused on maintaining the user’s unique voice and providing transparent AI processesPlatform access, market rates for AI model usagecreativity modes / dynamic style adapting 
built-in Grammarly 
expert mode 
specialized writing tools 
custom templates 
Require google ccount and an OpenRouter account for API key
Paragraph AI AI writing assistant available as apps and browser extensions for tasks like creating, fixing, replying to, and editing text5 free uses of main features per day, basic editing, basic keyboard, 1000 character input limit; Student or professional license Chrome plug in: one selection to write content 
30+ languages 
Grammar checker 
Plagiarism checker 
Instant replies 
Copy AI AI writing tool for generating various types of marketing copy, blog content, emails, and more.Free to 2K words; pro or unlimited monthly license 90+ copywriting tools 
unlimited projects 
25+ languages 
wizards 
Quillbot AI-powered paraphrasing tool, grammar checker, summarizer, citation generator, and plagiarism checker.Free limited use (e.g., 125 words in Paraphraser, limited modes, 1 Freeze Word, 1,200 words in Summarizer); premium or unlimited monthly licenses
Apps & Browser Extensions (Chrome + Word plug-in) paraphrasing 
——— 
grammar checker 
plagiarism checker 
co-writer 
summarizer 
citation generator 
translator 
Wordtune AI writing assistant that helps rephrase sentences, adjust tone, summarize text, and improve clarity.
Free limited daily/monthly uses (e.g., 10 rewrites/day, 3 AI summaries/month).
Premium (unlimited rewrites) 
 Apps & Browser Extensions (Chrome, Edge, Word plug-in) 
———— 
shorten/expand 
paragraph rewrites 
Grammarly AI-powered writing assistant that checks grammar, spelling, punctuation, clarity, engagement, and delivery. Offers generative AI features as well.Free basic writing suggestions:
Licensed by college: free for all employees and students
audience-specific tone & style guide while writing 
 proof-reading … grammar, spelling, punctuation, style suggestions 
long-form content editor 
Licensed version has no GrammarlyGO (generative AI)

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Nancy Nelson

Nancy Nelson, M.Sc (T), Ph.D. Candidate, FEC, P. Eng joined Conestoga's Teaching and Learning team after teaching in the School of Engineering and Technology for 35 years. She has received multiple national teaching awards and is a real advocate for active learning in the post-secondary classroom. Nancy's focus is primarily on programs in Science, Mathematics, Engineering and Technology (STEM), but is available to support teaching and learning at all campuses.

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