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Weco AI Profile
Weco AI

@WecoAI

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AI Development in Natural Language

Joined April 2023
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@WecoAI
Weco AI
2 months
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)
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@WecoAI
Weco AI
5 months
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. 🏆
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@WecoAI
Weco AI
5 months
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.
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@WecoAI
Weco AI
8 months
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)
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@WecoAI
Weco AI
5 months
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:
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@WecoAI
Weco AI
4 months
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!
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@WecoAI
Weco AI
5 months
Dive deeper into how AIDE works, the benchmarking process, and analysis in our technical report:
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@WecoAI
Weco AI
5 months
We cannot wait to see how AIDE boosts productivity for data scientists and enables more people to leverage machine learning without needing extensive expertise. 🚀
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@WecoAI
Weco AI
8 months
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)
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@WecoAI
Weco AI
5 months
Want to experience the power of AIDE for yourself? Join the waitlist for early access to the cloud-hosted version! 🌩️ Sign up here:
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@WecoAI
Weco AI
8 months
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)
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@WecoAI
Weco AI
5 months
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.
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@WecoAI
Weco AI
5 months
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:
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@WecoAI
Weco AI
5 months
For AIDE, you can prompt it with natural language descriptions of your evaluation method, background knowledge, or insights about model design.
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@WecoAI
Weco AI
4 months
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