Introducing the AI Function Builder: A developer-friendly way to integrate LLM capabilities into your software.
Describe your needs in natural language and get a dedicated endpoint in seconds. Call it with our python client as if calling a strongly-typed function. (1/N)
We're excited to announce AIDE has become the first human-level AI agent for data science!
AIDE outperforms half of human data scientists on a wide range of Kaggle competitions, surpassing conventional AutoML, LangChain agents, and ChatGPT with human assistance. 🏆
We are open sourcing AIDE, a machine learning code generation agent. Simply describe the problem in natural language; the agent will begin experimenting on your local machine and then deliver the solution code.
Today we’re announcing Weco AI and our first product, AIDE: your AI agent for Machine Learning.
Simply describe your task in natural language, and AIDE will search the design space to deliver source code and a report for you. Join the waitlist now at (1/3)
We believe open-sourcing AIDE is the best way to make it useful for expert users. That's why we're thrilled to announce that AIDE will be open-sourced this month! 🎉
The repository currently showcases AIDE's generated solutions to 60+ Kaggle competitions:
Although we are a small team, weco members have two first-author spotlight papers at ICLR 2024:
"Learning to Act without Actions"
"H-GAP: Humanoid Control with a Generalist Planner"
Talk to us
@schmidtdominik_
@zhengyaojiang
in Vienna about LLM Agents!
We cannot wait to see how AIDE boosts productivity for data scientists and enables more people to leverage machine learning without needing extensive expertise. 🚀
We’re a deeply technical team of researchers with LLM and Reinforcement Learning expertise—the perfect combination for building advanced AI Agents. We also have reputable research scientists as our angel investors and advisors. (2/3)
At Weco AI, we're dreaming big about transforming scientific research with AI. Our Machine Learning Agent AIDE is just the start.
Curious about where we're headed? Check out our vision at . Let's redefine research together! (3/3)
AIDE is powered by a novel algorithm called solution space tree search. Besides the final solution that the agent finds, we show a tree of solutions and their performance. This generates insights not only about what works but also about what doesn't.
With raw task descriptions from Kaggle, AIDE surpasses 50% of Kaggle participants on average across more than 60 tabular tasks, outperforming conventional AutoML (H2O), Langchain Agent, and ChatGPT. See our technical report for details: