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OpenAI GPTs

# The Unbundling of ChatGPT (Feb 2024 Recap)

Unbundling ChatGPT

Top AI Tools for Business from Neuron.ai

Ben’s Bites Airtable list of AI companies and related links.

Hack Your News summarizes the top stories on Hacker News.

Automate office tasks with ChatGPT and Python : web scraping, interactive charts from Excel, etc.

Intelligent searching for product reviews

Looria is a bot that’s trained on zillions of reviews: for example What’s the best dishwasher

Better than other search engines because it just gives the final answer and explanation rather than force you to dig through everything.

Offline Apps

Opus Noma sells a $2 iPhone app Offline Chat: Private AI that runs a complete, local implementation of Mistral 7B 0.2.

Offline Chat

or try the free version MLC Chat

(via HN)

Chatbots

Hugging Face Chat is an open-source competitor to ChatGPT. It’s not as good, obviously, but it correctly analyzed some R code and it gave the same unbiased caveats “As a large language model…” on questions about Donald Trump and Joe Biden)

Snap’s My AI chatbot is the most widely used AI tool by 7-to 17-year-olds in the UK.

character.ai chatbots with historical figures, including Ray Kurzweil

Pi is a (free) AI “Personal AI” that you talk to through its interactive text chat, funded by Reid Hoffman and co-founded with Karén Simonyan, Chief Scientist and co-founder of Inflection AI. ( see his podcast interview https://www.possible.fm/podcast/majamataric/)

In March 2024, both co-founders moved to Microsoft to start the new Microsoft AI division.

Meeno: Your Personal Relationship Mentor

Meeno is Better Relationships Through AI by the co-founder of Tindr. Helps people improve the way they interact with others.

Image Generation

GPT Applications - Images and Video

Content Generation

Writesonic’s AI Writer will generate 500-5000 word content on any topic, specially crafted to rank high in Google’s search results. ### Books

YouAI lets you build custom apps with full-blown workflows, including chat interfaces, summarizers, analyzers, and document editors, plus trained with external data.

Wired says YouAI developed Book AI, being used by Solution Tree and other publishers to make an interactive way to talk to a book.

SchoolXpress lets you make your own AI-conversational book by uploading your content.

gpt-author is a GitHub repo from @mattshumer_ that

This project utilizes a chain of GPT-4, Stable Diffusion, and Anthropic API calls to generate an original fantasy novel. Users can provide an initial prompt and enter how many chapters they’d like it to be, and the AI then generates an entire novel, outputting an EPUB file compatible with e-book readers. A 15-chapter novel can cost as little as $4 to produce, and is written in just a few minutes.

How it works

The AI is asked to generate a list of potential plots based on a given prompt. It then selects the most engaging plot, improves upon it, and extracts a title. After that, it generates a detailed storyline with a specified number of chapters, and then tries to improve upon that storyline. Each chapter is then individually written by the AI, following the plot and taking into account the content of previous chapters. Finally, a prompt to design the cover art is generated, and the cover is created. Finally, it’s all pulled together, and the novel is compiled into an EPUB file.

2023-10-29 6:21 AM

Tyler Cowen and LLMs

2023-03-29 8:15 AM

Tyler Cowen’s GPT-4 interview with Jonathan Swift is a neat idea but results are oddly unsatisfying. Pretty clear it’s a bot, and not just because the transcript is read with too much formality. Answers are, well, robotic. The bot shows no awareness of the host or the present context. Cmon, how could The real JS would have tailored his answer to the times. This reads like an undergrad essay exercise.

ChartGenAI will generate a chart based on data you upload. From Einblick

ChartGenAI

Turn raw notes into finished content with Strut

Poster Studio will generate creatives and ad content automatically:

Poster Studio

My experience writing with Lex.page

Web Development

Pickaxe “Create and embed GPT-4 apps in your website, no code, in minutes.”

Smarty Names use AI to find a domain name for your company

AI Score My Site from SiteSpeak: Find out if your website can be discovered and ranked by AI powered search engines and what you can do to improve it.

Add a bot to your site

Add a ChatGPT-powered bot to your site quickly with Algomo

softr: app development

softr.io: make a full-blown web app from a single prompt: free for 100 users and a custom domain, $50/month for 1000 users.

Build a website with Lindo

Describe your business and get everything you need, from landing pages to automated organic lead generation, with AI.

Fillout.com : Import an existing form or generate a new one with the first AI form builder

Fillout Form Builder

LayoutNUWA: treats layout generation as a code generation task and effectively utilizes the inherent layout expertise of large language models to enhance the performance of layout generation

Marketing

PriceGPT analyze a competitor’s pricing page.

Best Ever: Create brilliant marketing visuals in minutes

Pebbely: product snapshots

Pebbley lets you generate “Instagram-worthy” snapshots of any product with the click of a button.

Here’s what I did with a Club Crackers™ image and a cafe background:

Club Crackers in a cafe

Content Analysis

Bookpecker https://www.bookpecker.com/ 14509 books summarized in 5 bullet points.

Here’s what it says about James Nestor’s Breath:

Bookpecker summary of James Nestor’s Breath
  1. Nasal Breathing: Nestor highlights the health benefits of nasal breathing, including air filtration and nitric oxide production.

  2. Over and Under-breathing: The book warns about the dangers of hyperventilation and hypoventilation, both of which can harm the body.

  3. Breathing and Stress: Nestor links breathing patterns to stress levels, explaining how slow, deep breaths can reduce stress.

  4. Breathing Techniques: The book presents various breathing methods, like the Buteyko and Wim Hof techniques, which can boost health and performance.

  5. Evolution and Breathing: Nestor discusses how evolution has impacted our breathing, suggesting that lifestyle changes have made breathing more difficult. He advocates for healthier breathing habits.

Summarize does the same thing for videos: just paste the YouTube link and get a bullet-point summary. Free for 30 minute videos, but requires a login for videos longer than 30 minutes. Costs $8/month for up to 100 summaries of 120-minute videos per day

Here’s how it summarizes Michael Lustgarten’s “Is Low LDL Bad For The Epigenetic Pace of Aging?” from his Conquer Aging or Die Trying YouTube channel.

The speaker analyzes correlations between his diet, biomarkers, and epigenetic pace of aging over 12 tests. No foods or nutrients significantly correlate with pace of aging, but DHEA sulfate and LDL cholesterol do, suggesting higher levels correlate with slower aging. The speaker plans to increase LDL levels slightly through more coconut butter to test if it further slows his aging pace, while aiming to remain in the safe range for heart disease risk.

It even generates this mind map

***

Dataku Seamlessly extract valuable insights from documents and texts. Free for 1,000 processing.

Dataku structured document creation

Columns.ai helps find datasets. “Effective data storytelling” with integrations with Notion, Airtable and more. Free for 10 visual stories, $15/month for unlimited.

Columns.AI

Sumitup: free and open-source AI summarizer for any text, article, or song.

Shortwave: free 90 days email search, $9/month for unlimited

SlideSpeak: Upload a PowerPoint file today and let our AI generate summaries, answer questions or get actions items out of any presentation.

Julius.ai Connect your data to Excel, Sheets, Postgres, etc and ask anything. They also have a partnership with Wolfram Alpha for free math with your LLM.

Capsule is an app that curates zillions of sources to help find mega-trends blog post

Khoj : an open-source private content search system that can index Obsidian, Emacs, Github, and web data to let you search and chat offline. uses Llama 7B, 4bit quantized, GGML by TheBloke.
see HN

ChatPDF.com: Chat with Any PDF. with an example: ChatPDF_ PS Guide to the Microbiome

MyReader.ai lets you upload full-size books. Free for a 800-page book, $5/month for more.

ChatCSV: Talk to a spreadsheet

Alexandria Index: an LLM optimized for religious belief

Trickle transforms your screenshots using GPT-4. Beyond summarization, we decode the essence of your captures.

Trickle summarizes key points in an image

Financial

Open source Bloomberg Terminal

OpenBB

OpenBB is a leading open-source investment research software platform that gives you access to high-quality financial market data and analytical tools. Our mission is to make investment research effective, powerful and accessible to everyone.

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Market analysis from Market Mind

Speech Synthesis

Several companies offer online generation of voices. Most have free-to-try plans that let you experiment before buying.

ElevenLabs includes a voice translation tool can convert spoken content to another language in minutes, while preserving the voice of the original speaker.

murf.ai includes a nice web app studio to create projects and share with others.

Respeecher

Respeecher

Air AI. This new tool can have 10-40 minute-long phone calls and remembers everything.

Slang AI. This AI assistant manages your phone line and can respond to any inquiry about your business.

Recast
recast Turn your want-to-read articles into rich audio summaries.

Transcription

AI-coustics will remove noise from a sound sample. Free for 60 min/month. 5 Euros for more.

OneAudio transcribe audio from their home page without logging in. Create an account and keep 15 min/month; $6/month for 1200 minutes.

HeyGen: Upload a 5-min (500MB) video and it translates it into multiple languages.

Fireflies.ai

It records your meetings from Teams, Google Meet, and Zoom and spits out transcripts. WIth one quick click, you get:

  • summaries.
  • action items.
  • & defined tasks.
    Plus, you can search for specific topics within meetings and rewatch them in case you overslept (don’t worry, we’ve all been there).

Otter.ai

Otter.ai See my Tweet

It automatically generated a scary-good transcript with timestamps and summaries. “I accidentally missed a meeting once and after reading the transcript later realized I didn’t need to attend anyway”, he said.

and https://www.notta.ai/: a similar transcription service  which is cheaper ($8.25 per month) and offers 1,800 minutes (30 hours) of transcription per month. Notta’s free plan provides 120 minutes.

Music

see A16Z The Future of Music: How Generative AI Is Transforming the Music Industry

Suno AI is backed by Antonio Rodriguez from VC firm Matrix.

Rolling Stone

 a startup named Suno. All it took to summon it from the void was a simple text prompt: “solo acoustic Mississippi Delta blues about a sad AI.” To be maximally precise, the song is the work of two AI models in collaboration: Suno’s model creates all the music itself, while calling on OpenAI’s ChatGPT

The goal is a music service that will create music just for you.

 Co-founders Shulman, Freyberg, Georg Kucsko, and Martin Camacho, all machine-learning experts, worked together until 2022 at another Cambridge company, Kensho Technologies, which focused on finding AI solutions to complex business problems

Suno’s biggest potential competitor so far seems to be Google’s Dream Track, which has obtained licenses that allow users to make their own songs using famous voices like Charlie Puth’s via a similar prompt-based interface.

Udio is a music creation app by ex-Deepmind researchers.

newmusic.ai : discover new AI-generated music

Streaming music generation usually has to wait for all the music to be completed. However, this means real time or long generation applications struggle. With this code, you can now stream the chunks of music as they arrive

Grammy Awards expect that AI-generated songs will be submitted this year, so they’ve adopted rules that “ensure human creators are in the drivers seat”.

Education

Flashcasts is AI-generated “podcast” episodes that quiz you on a variety of topics, from GRE exam questions to music ear training

Glossarie is a free iPhone/Android app that lets you learn a language by reading your favorite books. You open the book (e.g. Frankenstein, Sherlock Holmes) in the target language and select sentences or paragraphs as you ask it to explain unfamiliar vocabulary and grammar. So far it’s only available in French, Spanish, and Italian.

LangAI lets you chat in any of 20 languages (Spanish, Italian, French, German, Portuguese, English, Dutch, Swedish, Finnish, Turkish, Russian, Hindi, Danish, Norwegian, Polish, Arabic, Greek, Korean, Ukrainian, and Czech). It will correct your grammar. Free for a limited number of messages per day. (See their list of DuoLingo alternatives)

Other

Swifty lets you book business travel using a smart chat assistant.

Cal.AI lets AI schedule a meeting with Richard Sprague

Bulk Corrector splits your ChatGPT query into smaller pieces to get around the upfront token limit.

Correct the grammar of an entire book in 5 minutes

Tired of splitting your large text in the ChatGPT UI? I’ll segment the text for you, enabling bulk corrections.

Free for the first 32K characters

Gretel.ai is an LLM trained on tabular CSV data

Better Search

Metaphor systems and an API with 1000 calls/month for free

the neural search engine we’ve been building is well-suited for LLMs to use! Metaphor handles natural language extremely well, and the model promotes search results that can more closely match your query.

See this example: “Richard Sprague and his interest in health and science”

Example Search with Metaphor

(pretty good, and certainly better than Google)

Recommending Books and Movies

A zero-shot recommendation system is an academic study that evaluates using ChatGPT as a recommendation engine. Di Palma et al. (2023) (Github source code)

our findings revealed that ChatGPT exhibited characteristics of a hybrid recommender system, leveraging collaborative and content-based information. Additionally, ChatGPT showcased domain-specific knowledge, particularly in books and movies domains. Moreover, it tended to recommend popular items and exhibited a remarkable proficiency in handling the cold start problem.

Generate a knowledge graph from text or URL

Instagraph

Instagraph Example

For more miscellaneous demos see also AI Tinkerers Events

References

Di Palma, Dario, Giovanni Maria Biancofiore, Vito Walter Anelli, Fedelucio Narducci, Tommaso Di Noia, and Eugenio Di Sciascio. 2023. “Evaluating ChatGPT as a Recommender System: A Rigorous Approach.” arXiv. http://arxiv.org/abs/2309.03613.