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+   Copyright 2025 CUGA
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+   you may not use this file except in compliance with the License.
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+---
+
+# NOTICE
+
+This project includes code from multiple open source projects:
+
+## BrowserGym
+Copyright 2024 ServiceNow
+Licensed under Apache License 2.0
+Source: https://github.com/ServiceNow/BrowserGym
+
+Portions of this project are derived from BrowserGym, including:
+- cuga/backend/browser_env/browser/chat_async.py
+- cuga/backend/browser_env/page_understanding/tranformer_utils/transform_utils.py
+- cuga/backend/browser_env/page_understanding/tranformer_utils/dom_transform_utils.py
+- cuga/backend/browser_env/browser/gym_env_async.py
+- cuga/backend/browser_env/browser/gym_obs/obs.py
+- cuga/backend/browser_env/browser/gym_obs/obs_async.py
+- cuga/backend/browser_env/browser/gym_obs/extract_chrome_extension.py
+- cuga/backend/browser_env/browser/env.py
+- cuga/backend/browser_env/browser/extension_env_async.py
+- cuga/backend/browser_env/browser/open_ended_async.py
+- cuga/backend/browser_env/browser/gym_env.py
+- cuga/backend/browser_env/browser/gym_obs/javascript/frame_unmark_elements.js
+- cuga/backend/browser_env/browser/gym_obs/javascript/frame_mark_elements.js
+- cuga/backend/browser_env/browser/utils_async.py
+
+## browser-use  
+Copyright (c) 2024 Gregor Zunic
+Licensed under MIT License
+Source: https://github.com/browser-use/browser-use
+
+Portions of this project are derived from browser-use, including:
+- frontend-workspaces/extension/src/content/page_analysis/CachedXPathBuilder.ts
+- frontend-workspaces/extension/src/content/page_analysis/constants.ts
+- frontend-workspaces/extension/src/content/page_analysis/dom_tree_module.ts
+- frontend-workspaces/extension/src/content/page_analysis/DomCache.ts
+- frontend-workspaces/extension/src/content/page_analysis/DomTree.ts
+- frontend-workspaces/extension/src/content/page_analysis/ElementHighlighter.ts
+- frontend-workspaces/extension/src/content/page_analysis/NodeElementCollector.ts
+- frontend-workspaces/extension/src/content/page_analysis/NodeHelper.ts
+- frontend-workspaces/extension/src/content/page_analysis/PageHighlighter.ts
+- frontend-workspaces/extension/src/content/page_analysis/types.d.ts
+
+
+## LangChain
+Copyright (c) 2025 LangChain
+Licensed under MIT License
+Source: https://github.com/langchain-ai/langgraph
+
+
+Portions of this project derived from LangChain include:
+- cuga/backend/cuga_graph/nodes/api/code_agent/code_act_agent.py
+
+## Original Work
+Copyright 2025 CUGA
+Licensed under Apache License 2.0
+
+All original code and modifications are licensed under Apache License 2.0.

README.md

@@ -13,7 +13,6 @@ size_categories:
   - 10K<n<100K
 ---
 
-
 # BPO Benchmark Dataset
 
 Evaluation dataset for AI agents using recruiting analytics APIs. This benchmark tests an agent's ability to use tool APIs to answer questions about BPO (Business Process Outsourcing) recruiting data.