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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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Universe Mysteries 🪐

@cosmomyst · Post #317 · 09/23/2025, 03:21 PM

🪐 The cosmic microwave background reveals a subtle "axis of evil"—a strange alignment of temperature fluctuations stretching across the entire sky, first noticed in WMAP and confirmed by Planck. This odd pattern challenges the idea that the universe is the same in every direction, and scientists are still exploring whether it's a real feature or a cosmic coincidence hidden in the oldest light we can see. ✨ #cosmicmicrowavebackground⚡#universe⚡#symmetry⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

Universe Mysteries 🪐

@cosmomyst · Post #551 · 12/11/2025, 12:21 PM

🪐 The cosmic microwave background holds a hidden fingerprint—tiny temperature fluctuations mapped in exquisite detail by satellites like Planck reveal how the first stars and galaxies, such as those in the ancient cluster Abell 2744, grew from initial small ripples in the early universe. These faint variations, just millionths of a degree, became the seeds around which all the cosmic structures we see today first assembled. ✨ #cosmicmicrowavebackground⚡#earlyuniverse⚡#galaxyclusters⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​

Universe Mysteries 🪐

@cosmomyst · Post #355 · 09/30/2025, 10:21 PM

🪐 Stretching across all of space, the cosmic microwave background is sprinkled with mysterious "hot" and "cold" rings—subtle patterns first mapped by the Planck satellite. One of these ring structures, dubbed the "CMB rings," shows up as smooth, circular features and could be the leftover imprint of massive waves moving through the young universe, giving scientists a unique window into the conditions just hundreds of thousands of years after the Big Bang. ✨ #cosmicmicrowavebackground⚡#earlyuniverse⚡#planck⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​