Innovative Tech for Modern build-in-public log some of tools and experiments.

AI - I

A framework for storing and executing functions from a database by storing metadata (description, embeddings), and dependencies, (auth keys, imports, etc.)

Innovative AI Technologies at Work

TRACK OF Cotten AI

public ai

12/27/2024

Building AI that Builds Itself

The simplest self-building autonomous agent

Email stats by domain

Find email relationships strengths with a list of orgs

private

vc

prototype

ai

News Site Launcher

Give a topic, generates a news page using a news API

prototype

ai

Chirp

Simple anonymous group messenger, built with Claude in an hour

Domain Name Generator

Uses an LLM to generate domain names and checks availability

personal

ai

No Code AI Tutorial - Zapier Showcase

~4 min video walkthrough of setting up Deals McDealface, our AI email address set up using Zapier.

Future of Autonomous Agents Livestream

Hour-long livestream on the future of autonomous agents

jsonDR

convert URL content to JSON by adding a simple prefix of http://jsondr.com

public

ai

dev

airtable_to_graph

Converts an Airtable base into an interactive knowledge graph using Linked Columns as edges.

prettygraph

Quick demo of text-to-knowledge graph where node colors are mapped back to the original text.

Graph based agent logs

Exploration thread of auto-generating graphs to track an agents work

Graph 🤝 LLM

A thread covering my current understanding of the Knowledge Graph 🤝 LLM space

Graph based representation of agent skills

Thread of exploring a rebuild of Cotten AI from scratch as a graph based agent

Mindgraph

Starter kit for building and querying against an ever-expanding knowledge graph with natural language!

"Startup Anthem"

Just for fun AI music + video using gpt4 > suno > dalle3 > runwayml

PredictiveChat

A proof of concept chatbot showing a technique to decrease latency by predicting user message and pre-generating response.

RAG on Knowledge Graphs

Early tests on testing RAG against a knowledge graph

AI Collage

Weekend project that turn an input picture into a collage of AI generated pictures (in this case cats)

Auto FineTune

Quick open-source script to generate synthetic data with GPT-4 and fine-tune llama-2-7b with Together AI

Autonomous CRM Experiment

Experiments with building a knowledge graph that dedupes nodes and continues growing.

Oregon Trail (GPT)

Remake of Oregon Trail in GPT. Full instruction in X thread.

public

template

ai

Interactive Storyteller (GPT)

An interactive storyteller optimized for GPT voice mode (made it for my kids)

Mean VC (GPT)

This "Mean VC" is great at poking holes in founder assumptions.

VC Associate (GPT)

This custom GPT chats with founders and writes a sharable investment memo.

Captain Function

A template for dynamically loading function call parameters and endpoints for OpenAI API

AI video chat demo

"Video chat w AI self" demo using Whisper, OpenAI, and D-ID

Cotten AI - AI Tool Ideas

A custom GPT that will generate AI tool ideas based on your input (plus previous ideas by Cotten)

Captain Action

A custom GPT that can create custom Actions for custom GPTs

instagraph.ai

Launched the web app of Instagraph w social features!

Smart Camera

A "smart" camera demo build using GPT4V

GPTvsGPT

A simple template to have two Assistant APIs converse

Mobile Coding Tutorial

I code the Snake game using mobile ChatGPT and Replit in 5 min

Knowledge Graph x LLM Twitter Spaces

An hour long Twitter Spaces where we discuss Knowledge Graphs and LLM opportunities

360DALLE

Experimented w loading up 360 images generated by DALLE into a 360 mobile web viewer

GPT4 Pixel Art

Few-shot prompting experiment to help GPT-4 do Pixel Art

Instagraph

Generate knowledge graphs from text or web input

News Contemplator

An AI agent that reads news, responds emotionally, and updates it's own world view

Active Investor Search

Search for recently active investors by round and industry

People Search Tool

Describe the type of person you meet (org, skill, hobby) and get a list

Added novel chat UI with parallel tasks

Cotten AI Technical Walkthrough

Did a technical walkthrough of all Cotten AI mods

Who Let the Logs Out

Automated logging of every API and function call

Wrapper's Delight

A light-weight open source OpenAI wrapper

public

template

ai

llm_vs_vector

Script to compare cost and speed of classification via ChatCompletion vs Vector Embeddings

prototype

dev

ai II

Semantic Math Experiments

Experiments in addition, subtraction, avg, and more on embeddings

FOXY Method

Cotten AI's approach to self-improving task lists

Deals McDealface

An internal email address with AI to parse and add deals to CRM

Cotten AI

Open-sourced version of a paired-down Task-Driven Autonomous Agent

Task-driven Autonomous Agent

An autonomous agent that generates, reprioritizes, and executes tasks

Freestyle Speed Build

Video building CSV Analyzer in ~15 min during LLM Summit.

CSV Analyzer

Copy/paste CSV data, and receive an email with summary, key risks, and follow-up questions.

"Book Illustrator"

Take a picture of a book page, have the text sent to Stable Diffusion to generate an image.

Text Camera

Take a picture of text, have the text emailed to you.

DashDash

Internal dashboard connected to Calendar, Task List, CRM (pipeline, portfolio), Mini Cotten chatbot, etc.

AutoDeck

Automated pitch deck generation from a simple input. Includes colors, fonts, and images!

AutoLessons

Autogenerated lesson slides based on a simple input.

Storybook Creator

Based on a simple prompt, writes an illustrated story.

Future of AI in VC

Abbreviated version of a presentation we did to LPs

Search PH

Embedded 22k recent ProductHunt descriptions to search through

3D PixelBeasts

Updated PixelBeasts metadata to include 3d files! (VRM/FBX)

Airtable Text-to-Template

Generates tables and columns based on text input

Braindump

Siri shortcut to transcribe ramblings and reorganize into notes sent to yourself

Fuzzy.js

Experimental approach to using GPT-3 as a back-end, communicated via HTML attribute

Dummy API

AI powered API to provide dummy data for any site.

Mini Cotten  2.0

Updated Mini Cotten now provides answers grounded in VC blog posts

Automated Zapier Flows

Generated a working Zapier Workflow using GPT-3

Bulk Scraper

Bulk scraped 1000 family office websites and stored to make searchable

Crowd Feedback

Experiment to generate 10 customers, collect feedback, and summarize

ProductHunt Sentiment Analysis

Investment memo now includes sentiment analysis of ProductHunt comments

BuiltWith Analysis

Inv. memo includes BuiltWith profile if available

Q&A w Airtable

Airtable extension turns any Airtable into a Q&A database

Deck Parser for LPs

Updated deck parser for VC fund decks

Mini Cotten - Mentor Mode

Public release of our VC mentor chatbot

Autonomous CRM

Prototyping an autonomous knowledge graph based CRM

Latent Search

A search engine that makes up everything

Latent Blog

A blog with no content, writes content on the fly (it's slow)

GTM Strategies

AI generated GTM strategies based on a startup description

Error Analyzer

Paste code + error to receive analysis + fixed code.

Daily Email Summary

A daily summary of important emails to pay attention to

Being Human: A Comprehensive Intro to the Human Experience

I had #GPT3 write a 40+ page book on the human experience

Memo Drafting (URL, desc, deck)

Draft an investment memo from a URL, description, or deck.

HuggingFace x Zapier

Hugging Face integration to Zapier with 9 open source models available

public

ai

no code

Fuzzy Compiler

A compiler to turn made up code into working code

Cotten AI  - Mentor Mode

Chatbot designed help founders think through problems

private

Chatbot designed to collect data from founders and store data in Airtable

ChatGPT + Web Search

Adding web search capabilities to a GPT-3 based chatbot

Magical To-Do List

Auto generated email drafts upon adding description to task management system

NoCode x AI Walkthrough

Walked Aron through setting up a NoCode x AI workflow

Logo Generator (Public)

Tested Zapier Interfaces to make my logo generator public

Daily Tech News

Scrape and summarize Techmeme every morning. Tutorial in thread.

Cotten AI

Made this build-in-public log!

Prompt Better

Prototype of a tool to improve LLM prompts

Pitch Deck Analyzer

Automated pitch deck parsing + AI analysis

No Code AI Speed Build

1hr40min build of emails.wtf (20x speed)

Startup Graphics Generator

Generates 100 images based on simple prompt

9 step masterplan

How I plan on replacing myself with AI (half-joking)

DALLE x Zapier

Upgraded my Zapier to support DALLE prompts

Friendly Twitter

A prototype of Twitter where every tweet becomes friendly with AI

Open GPT-3 Templates

Templates for GPT-3 in Google Docs, Sheets, Gmail, Zapier, Airtable, Notion, Siri

Logo Maker

Generates logo variations with DALLE

GPT-3 x Zapier

Unofficial GPT-3 Zapier Integration

GPT-3 Siri Integration

"Talk" to GPT-3 enabled with Apple Shortcuts

emails.wtf

Email summarizing tool

Flexible AI App

Describe any AI app and use it

School Email App

App that summarizes school emails

LinkedIn Bio Generator

Generates a bio from a LinkedIn URL

GPT-3 Chatbot

Flexible GPT-3 based chatbot template

AI Writing Helper

Published a Google Doc template with GPT-3 extension

Bulk Web Scraper

Scrape a list of URLs and search for keywords in each

No Code Website Builder

Prototyped a GPT-3 based website builder

Semantic Startup Search

Testing semantic search of startup descriptions

Stable Diffusion Siri Integration

"Talk" to Stable Diffusion enabled with Apple Shortcuts

Siri Storybot

Have Siri read stories written by GPT-3

Tech Essay Writer

Writes long informative essays on any tech topic

Geppetto

No Code AI Prototyping Tool

Due Diligence Tool 2.0

Upgrade DD tool with additional analysis

Wikipedia Rabbit Hole

GPT-3 generated Wikipedia articles with suggestions at bottom

AI Expert Builder (depr.)

Build a custom AI expert in seconds

Life Advisory Board

Ask a personal advisory board of AI celebrities for advice

GPT-3 Generative Art

Had GPT-3 write code that generatively creates art

Due Dligence Tool 1.0

Identifies risks automatically based on startup description

Product Idea Generator

Generates product feature ideas based on objective

SEO Idea Generator

Generates considerations for planning SEO

LP Portal

LP Portal for Untapped Capital

Cotten AI 1.0

AI bot specializing in VC knowledge

Animal Buildings

100 buildings that look like animals

PixelBeasts Glow Up

Used DALLE to give PixeBeasts a "Glow Up"

VC CRM Template

Airtable CRM template for VCs, based on ours

Dealflow Digest

Investor Founder Matching Tool

PixelBeasts Shop

PixelBeasts apparel and gear

PixelBeasts Community Tool

Tool for PixelBeasts community to connect with each other

Dealflow Digest Live Tweet

Live tweet of building Dealflow Digest

Sneks & Ladders

Discord based board game played with your PixelBeasts

Beastopia World (depr)

Token-gated pixelated metaverse