daveshap / ai_tools_and_papers

Some of the coolest AI tools and papers I've found

Dave's Awesome List of AI Tools & Papers

Please suggest tools in the Issues or Discussions tab. Do not submit a PR please.

Other Master Lists

Like, whoa, it's meta. A list of lists! Postmodern AF.

• https://theresanaiforthat.com/ - There's an AI for that: AI Search Engine to Find AI
• https://coda.io/@alignmentdev/alignmentecosystemdevelopment - Master list of AI alignment communities

Cloud SaaS Tools

Generally speaking, these are production-ready services with a professional or enterprise-level of quality and production-grade APIs. They may also just have good web UIs. Point is they are SaaS.

• https://www.pinecone.io/ - Vector DB
• https://ingestai.io/
• https://infranodus.com/ - Vector DB + Knowledge Graph and informatics tooling
• https://www.adept.ai/
• https://podcast.adobe.com/enhance - Enhance MP3 audio with Adobe
• https://firefly.adobe.com/ - Adobe's text-to-image offering
• https://pipegpt.com/ - Graphical prompt chaining

Python Modules

• https://www.trychroma.com/ - Local vector DB like SQLITE but for semantic search
• https://python.langchain.com/en/latest/
• https://github.com/logspace-ai/langflow
• https://gpt-index.readthedocs.io/en/latest/

GitHub Repos

Cool experiments and such

• https://github.com/Mattie/cataclysm - Metacoding (aka it figures out the function code just from the name of the function). Psuedocode straight into live code.
• https://github.com/KernAlan/ChroniclerAI - ChroniclerAI is a desktop application that records, transcribes, and summarizes audio using the OpenAI GPT-3.5-turbo model. The application is built in C# with XAML for the user interface.
• https://github.com/lightaime/camel - CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society
• https://github.com/reworkd/AgentGPT - AgentGPT
• https://github.com/microsoft/TaskMatrix - Microsoft TaskMatrix TaskMatrix connects ChatGPT and a series of Visual Foundation Models to enable sending and receiving images during chatting.
• https://github.com/DataBassGit/HiAGI - Heuristic Imperative AGI project, inspired by AutoGPT and BabyAGI
• https://github.com/Significant-Gravitas/Auto-GPT - Original AutoGPT experiment
• https://github.com/antimatter15/alpaca.cpp - Run a ChatGPT like model locally

Scientific Papers

Exactly what it says on the tin. We will probably subdivide this into ML, alignment, and a few other categories over time

• https://link.springer.com/article/10.1007/s43681-023-00268-7 - Symbiosis, not alignment, as the goal for liberal democracies in the transition to artificial general intelligence
• https://arxiv.org/abs/2303.11381 - MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action
• https://arxiv.org/abs/2303.12712 - Sparks of Artificial General Intelligence: Early experiments with GPT-4
• https://arxiv.org/abs/2303.11366 - Reflexion: an autonomous agent with dynamic memory and self-reflection
• https://ai.facebook.com/blog/robots-learning-video-simulation-artificial-visual-cortex-vc-1/ - Robots that learn from videos of human activities and simulated interactions
• https://arxiv.org/abs/2304.11490 - Boosting Theory-of-Mind Performance in Large Language Models via Prompting
• https://arxiv.org/abs/1901.00064 - Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)
• https://arxiv.org/abs/2102.03896 - Consequences of Misaligned AI
• https://arxiv.org/abs/2306.03809 - LLMs enable untrained scientists to potentially create pandemic-level pathogens