From 4c043b6341fbab2d90b3f381086a3b6ace3c61ad Mon Sep 17 00:00:00 2001 From: aaron617 <55657767+Aaron617@users.noreply.github.com> Date: Fri, 27 Feb 2026 12:18:54 +0800 Subject: [PATCH] Update README.md --- README.md | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 45f146f..5237f6c 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ Our vision is to revolutionize how AI agents collaborate to solve real-world tasks. By leveraging dynamic agent interactions, OWL enables more natural, efficient, and robust task automation across diverse domains. +If you find this repo useful, please consider citing our work ([citation](#-cite)). ![](./assets/owl_architecture.png) @@ -101,7 +102,6 @@ Our vision is to revolutionize how AI agents collaborate to solve real-world tas - [Starting the Web UI](#starting-the-web-ui) - [Features](#features) - [๐Ÿงช Experiments](#-experiments) -- [โฑ๏ธ Future Plans](#๏ธ-future-plans) - [๐Ÿ“„ License](#-license) - [๐Ÿค Contributing](#-contributing) - [๐Ÿ”ฅ Community](#-community) @@ -616,7 +616,9 @@ The web interface is built using Gradio and runs locally on your machine. No dat # ๐Ÿงช Experiments To reproduce OWL's GAIA benchmark score: -Furthermore, to ensure optimal performance on the GAIA benchmark, please note that our `gaia69` branch includes a customized version of the CAMEL framework in the `owl/camel` directory. This version contains enhanced toolkits with improved stability for gaia benchmark compared to the standard CAMEL installation. + +We also provide an enhanced OWL in the `main` branch, so you can directly benefit from upgraded toolkits and increased stability even without switching branches. +For the original GAIA-specific performance, we recommend our `gaia69` branch. When running the benchmark evaluation: @@ -633,15 +635,6 @@ When running the benchmark evaluation: This will execute the same configuration that achieved our top-ranking performance on the GAIA benchmark. -# โฑ๏ธ Future Plans - -We're continuously working to improve OWL. Here's what's on our roadmap: - -- [x] Write a technical blog post detailing our exploration and insights in multi-agent collaboration in real-world tasks -- [x] Enhance the toolkit ecosystem with more specialized tools for domain-specific tasks -- [x] Develop more sophisticated agent interaction patterns and communication protocols -- [x] Improve performance on complex multi-step reasoning tasks - # ๐Ÿ“„ License The source code is licensed under Apache 2.0.