🚨 For those who intereseted in developing System + GUI for representing  opinions from text, this post might be relevant.  I recently brought the support for LLM in ARElight -- opinion extraction framework. ARElight is a no-string pipeline for retrieving information from large texts. It features the flexible customizations for Text Processing, NER, text translation, and relations classification.  
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🚨 For those who intereseted in developing System + GUI for representing  opinions from text, this post might be relevant.  I recently brought the support for LLM in ARElight -- opinion extraction framework. ARElight is a no-string pipeline for retrieving information from large texts. It features the flexible customizations for Text Processing, NER, text translation, and relations classification.  
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🌟 
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🌟 
https://github.com/nicolay-r/ARElight
https://github.com/nicolay-r/ARElight
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This now contributes to the most effective structuring of the pipeline to text translation, name identity recognition and information retrieval.
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This now contributes to the most effective structuring of the pipeline to text translation, name identity recognition and information retrieval.
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🥞 Stack:
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🥞 Stack:
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🌟 bulk-translate: 
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🌟 bulk-translate: 
https://github.com/nicolay-r/bulk-translate
https://github.com/nicolay-r/bulk-translate
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🌟 bulk-ner: 
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🌟 bulk-ner: 
https://github.com/nicolay-r/bulk-ner
https://github.com/nicolay-r/bulk-ner
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🌟 bulk-chain: 
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🌟 bulk-chain: 
https://github.com/nicolay-r/bulk-chain
https://github.com/nicolay-r/bulk-chain
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Powered by AREkit:
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Powered by AREkit:
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🌟 AREkit: 
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🌟 AREkit: 
https://github.com/nicolay-r/AREkit
https://github.com/nicolay-r/AREkit
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🚨 For those who intereseted in developing System + GUI for representing  opinions from text, this post might be relevant.  I recently brought the support for LLM in ARElight -- opinion extraction framework. ARElight is a no-string pipeline for retrieving information from large texts. It features the flexible customizations for Text Processing, NER, text translation, and relations classification.  

🌟 https://github.com/nicolay-r/ARElight

This now contributes to the most effective structuring of the pipeline to text translation, name identity recognition and information retrieval.

🥞 Stack:
🌟 bulk-translate: https://github.com/nicolay-r/bulk-translate
🌟 bulk-ner: https://github.com/nicolay-r/bulk-ner
🌟 bulk-chain: https://github.com/nicolay-r/bulk-chain

Powered by AREkit:
🌟 AREkit: https://github.com/nicolay-r/AREkit
👀
John6666