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Source channel @githubtrending · Post #14826 · Jun 12

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#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

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Eva Karene Bartlett

@EvaKarene_Bartlett · Post #30442 · 04/11/2026, 09:17 AM

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#Damascus : Ismaili Man Killed by Gunmen, Amid Rising Attacks Targeting the Ismaili Community Madin Ismail Zino, 56, originally from the city of Salamiyah in W. #Hama countryside, has died from critical gunshot wounds he sustained a week ago in e. #Domar area of Damascus. He passed away today April 10, 2026. Since the start of this year, there has been a significant rise in attacks targeting members of the Ismaili community, including killings and kidnappings, a stark escalation compared to 2025, when incidents against them were largely confined to theft and property damage.​​​​​​​​​​​​​​​​ Incidents Targeting the Ismaili Community in 2026: Haider Haider from Salamiyah killed in Homs on February 18, 2026, https://x.com/syjusticearc/status/2024161104721859030 Maad Nasser, 66 years old, killed in front of his house in Salamiyah on February 10, 2026 https://x.com/syjusticearc/status/2021267785347641793 Ismail Mustafa Safar from Salamiyah countryside was found dead in Homs countryside, March 14, 2026 https://x.com/syjusticearc/status/2032824907457761443 Ali Mustafa Al-Eizouqi, killed near Salamiyah on January 22, 2026 https://x.com/syjusticearc/status/2014970181064233072 Joseph Milad Zeino, young man in his twenties, kidnapped from a local store in Domar near Damascus on March 12, 2026. Kidnappers are demanding a huge ransom https://x.com/syjusticearc/status/2033538625447587862 Protest in Salamiyah denouncing killings,, and the lack of security in the city, on February 13, 2026 https://x.com/syjusticearc/status/2022310059288547639

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