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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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@sgmrt · Post #1692 · 04/07/2023, 06:47 AM
[CCL]: If you are at #Promenade, #Bayfront or #MarinaBay, you may take the TEL, DTL, or alternative modes of transport. Free regular bus and free bridging bus services are still available. - SMRT
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@sgmrt · Post #1467 · 06/20/2022, 05:58 AM
[CCL] UPDATE: Shuttle train service is available #Bayfront & #MarinaBay at Platform B. Passengers are advised to use DTL to continue their journey between #Bayfront and #Promenade. - SMRT
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@sgmrt · Post #1466 · 06/20/2022, 05:43 AM
[CCL]: Due to a track fault, additional 10 mins travelling time between #Promenade & #MarinaBay. Shuttle train service is available #Bayfront & #MarinaBay at Platform B. Passengers are advised to use DTL to continue their journey between #Bayfront and #Promenade. - SMRT
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@sgmrt · Post #1690 · 04/07/2023, 06:15 AM
[CCL]: Pls add 40mins of train travel time between #DhobyGhaut/#MarinaBay and #Stadium. Commuters are advised to take other lines such as DTL, NSL and NEL if you are at #DhobyGhaut, #MarinaBay, #Promenade or #Bayfront. Free regular bus and free bus bridging svcs are available. - SMRT
@sgmrt · Post #1740 · 06/23/2023, 03:33 PM
[CCL] UPDATE: No train service between #Esplanade / #Bayfront and #Mountbatten. Additional 30 minutes between #DhobyGhaut and #Esplanade, #MarinaBay and #Bayfront, and #Mountbatten and #PayaLebar. Please use alternative means of transport to continue your journey. - SMRT
@sgmrt · Post #1738 · 06/23/2023, 02:58 PM
[CCL] UPDATE : No train service between #Esplanade / #Bayfront and #Mountbatten. Additional 30 minutes between #DhobyGhaut and #Esplanade, #MarinaBay and #Bayfront, and #Mountbatten and #PayaLebar. - SMRT
@sgmrt · Post #2469 · 09/01/2025, 12:49 AM
[CCL] UPDATE: Passengers travelling towards #MarinaBay, please transfer at #DhobyGhaut or #Bishan for the North-South Line, or #Caldecott for the Thomson-East Coast Line. Passengers travelling towards #Bayfront, please transfer at #Promenade or #MacPherson for the Downtown Line. - SMRT