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Source channel @githubtrending · Post #14993 · Jul 24

#jupyter_notebook Retrieval Augmented Generation (RAG) helps large language models (LLMs) answer questions using up-to-date or private information by connecting them to external data sources, unlike fine-tuning which retrains the model on specific data. RAG is useful when you need current, dynamic information without costly retraining, making it ideal for tasks like customer support or knowledge management. Fine-tuning is better for deep expertise in a specialized field but requires more data and effort. Using RAG lets you get accurate, relevant answers quickly by combining the model’s language skills with fresh, specific data, improving usefulness and reliability. https://github.com/langchain-ai/rag-from-scratch

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Application journey ‘29🇺🇸🗽

@applicationjourney · Post #337 · 09/02/2022, 06:13 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.

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@mountstorm · Post #336 · 09/02/2022, 05:48 AM

📌FLEX APPLICATION IS NOW OPEN!🇺🇿🇺🇸 📌Did you know that the FLEX Program accepts applications from secondary school students in *22 countries* in Europe and Eurasia? Since 1993, more than 29,000 students have experienced life in the United States with the #FLEXProgram, living with a U.S. host family, and attending a U.S. high school. Applications for FLEX 2023-24 are due on October 13! Learn more about applying at: discoverflex.org/apply 📌The Future Leaders Exchange (FLEX) Program FLEX is a highly competitive, merit-based scholarship program funded by the U.S. Department of State that operates in #Armenia, #Azerbaijan, the #CzechRepublic, #Estonia, #Georgia, #Greece, #Hungary, #Kazakhstan, #Kyrgyzstan, #Latvia, #Lithuania, #Moldova, #Mongolia, #Montenegro, #Poland, #Romania, #Serbia, #Slovakia, #Tajikistan, #Turkmenistan, #Ukraine, and #Uzbekistan.