#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
❗️ԱՄՆ-ում միջադեպ է տեղի ունեցել UFC մարտիկ Արման Ծառուկյանի հետ․ նրան իջեցրել են ինքնաթիռից՝ թռիչքի ընթացքում հեռախոսով զբաղված լինելու պատճառով։
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Shara "Bullet" will face Michal Oleksiejczuk
The fight will be the co-main event of the UFC tournament in Abu Dhabi, scheduled for August 3.
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Khamzat Chimaev on his return to the octagon
"There is no fighter in the UFC who has won seven fights and hasn't fought for the title. Right now, I'm training in Russia, at 'Akhmat.' I've never had conditions like this anywhere else before."
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Масштабный проект для турнира UFC
Трамп анонсировал строительство стадиона на 100 000 мест для турнира UFC рядом с Белым домом. Это будет самое массовое мероприятие в истории UFC, превосходящее предыдущий рекорд в 57 000 зрителей.
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