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tool/Readme.md

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 You can access the tool (with enhanced UI) directly from [HuggingFace Spaces](https://huggingface.co/spaces/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool) or [Google Colab](https://colab.research.google.com/drive/1OEN48pPaEFAXiB972tYjC0Llfo0qrLcN?usp=sharing). Alternatively, you can run the [FiNCAT_tool_enhanced_UI.ipynb](https://github.com/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool/blob/main/tool/FiNCAT_tool_enhanced_UI.ipynb) notebook present in this folder.
 
-You can also use the API directly from [HuggingFace & Gradio](https://hf.space/gradioiframe/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool/api)
+You can also use the API directly from [HuggingFace - powered by Gradio](https://hf.space/gradioiframe/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool/api)
 
 
 For using the older version, you need to execute the FiNCAT_tool.ipynb notebook the present in the this folder. It needs fincat_utils.py present in the main folder and the lr_clf_FiNCAT.pickle artifact present in this folder. It requires: [utils code](https://raw.githubusercontent.com/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool/main/fincat_utils.py) and [model artifact](https://raw.githubusercontent.com/sohomghosh/FiNCAT_Financial_Numeral_Claim_Analysis_Tool/main/tool/lr_clf_FiNCAT.pickle)