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json file analysis using Langchain 

Data Science in your pocket
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#artificialintelligence #datascience #machinelearning #langchain

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27 авг 2024

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Комментарии : 18   
@datascienceinyourpocket
@datascienceinyourpocket 7 месяцев назад
Find all the codes for LangChain here : www.amazon.in/dp/B0CTHQHT25?ref_=cm_sw_r_apann_dp_2S0VTM8V7B6M3B2XR9QS&language=en-IN
@developer8726
@developer8726 Месяц назад
How to add multiple fields apart from lyrics
@jeffb6305
@jeffb6305 5 месяцев назад
Thank you ! I’ll give it a try. Love your videos !
@datascienceinyourpocket
@datascienceinyourpocket 5 месяцев назад
Thank you jeff🥰
@Sir_Racha
@Sir_Racha 10 месяцев назад
Thank for sharing. What model did you use for your llm parameter? I am having trouble with it
@datascienceinyourpocket
@datascienceinyourpocket 10 месяцев назад
I used openai API key, the default model is gpt 3.5 turbo. Though local LLMs can also be used
@jeffb6305
@jeffb6305 5 месяцев назад
I’m building a AI comparison bot using ~4,000 json files as knowledge base. Would you advise combining all the file data prior to loading into vector database or an alternative strategy?
@datascienceinyourpocket
@datascienceinyourpocket 5 месяцев назад
What is the end goal?
@jeffb6305
@jeffb6305 5 месяцев назад
To give users the ability to compare features of similar services to help them decide which is best for their use case. Each JSON file includes similar structured data about a service / service provider
@datascienceinyourpocket
@datascienceinyourpocket 5 месяцев назад
In that case, you can merge all these json into one json and than use this tutorial
@datascienceinyourpocket
@datascienceinyourpocket 5 месяцев назад
Use a persisted Vector DB as used here : ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-ztELMXwPF_s.htmlsi=jjv6lJaDoIm5_0J0
@cibitik
@cibitik 10 месяцев назад
Hello, thanks for the everything I'm trying to develop an application with the same structure as yours. Like your JSON data, all songs are stored as key-value pairs under "title", "lyrics", and "tag". For the question I'm asking, can we search only in the values of the "lyrics" key? Then, when creating the response data, can we add the title of the lyrics data it uses on top of the response as title: ....? Finally, can we write the value of the "tag" key at the very bottom of the response as 'tag': ....? How can we do this? Can you help?
@datascienceinyourpocket
@datascienceinyourpocket 10 месяцев назад
This might help: js.langchain.com/docs/api/document_loaders_fs_json/classes/JSONLoader
@cibitik
@cibitik 10 месяцев назад
@@datascienceinyourpocket I've been trying to do this for a few days. I've also done some research on the link you provided, but I still can't get the result I want. If possible, and if you're available, could you format the Collab you provided in the same way I want? I hope this request doesn't bother you. Thank you very much for everything
@datascienceinyourpocket
@datascienceinyourpocket 10 месяцев назад
@cibitik will give a try soon
@cibitik
@cibitik 10 месяцев назад
@@datascienceinyourpocket I'm grateful to you, no amount of thanks is enough, you saved my day 🥳
@vianvardy8676
@vianvardy8676 11 месяцев назад
this is what i looking for, could you share the colab? thanks
@datascienceinyourpocket
@datascienceinyourpocket 11 месяцев назад
colab.research.google.com/drive/1x0aatOE00D1bsVzqa_XksK0ocISffxSX
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