Posts

Context Engineering: A Short Note

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  Context Engineering Prompt engineering involves creating the best question or instruction to get the right response from AI. Meanwhile, context engineering is about giving the AI the right background information, or "context," so it can answer correctly and reliably. As AI models become more advanced, the challenge isn't just about how to talk to them, but also about making sure they have the right information. Without context, AI can give "hallucinations" — answers that sound confident but are actually wrong. Context engineers create systems that collect conversation history, user profiles, important documents, and real-time data to provide the model, making chatbots more trustworthy or reliable. Being skilled in context engineering leads to expertise in Retrieval-Augmented Generation (RAG), which connects AI to outside databases for the latest facts. A key part of context engineering is the Context Curation skill, which filters out unnecessary information to...

Reflective Study of Scriptures, Swadhyay Must Lead to Self-Transformation: Couplets

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Reflective Study of Scriptures, Swadhyay Must Lead to Self-Transformation: Couplets   Words whispered on ancient page, A glimpse of wisdom, life's true stage. Reflect, absorb, let meaning bloom, Beyond the letters, pierce the gloom. Commentaries offer guiding light, Purport unfolds, a clearer sight. Apply the lessons, day by day, In every action, every way. Create your truth, a vibrant hue, From understanding, fresh and new. Study, then know, then truly be, Integrated living, truly free. Practice deep, with heart so keen, Theory lived, a vibrant scene.

Political Scene Today: Limerick

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Political Scene Today: Limerick  A pol puffed his chest, oh so grand, "In this chamber, I'm unsafe!" he'd demand. Questioned, he'd bristle, "Commoners, listen! My troubles are planned for this land!

Curious Mimicking Kid: A Poem

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  Curious Mimicking Kid: A Poem Active child's eyes, like mirrors bright and wide, Observe the world with nowhere left to hide. They trace a gesture, catch a whispered tone, And claim each subtle movement as their own. With eager hands, they mimic all they see, The small apprentice of humanity. Through every borrowed act, a spark takes root, As curious seeds bring forth their wisdom’s fruit.

Sunbird: A Poem for Kids and a Picture

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  Sunbird: A Poem for Kids and a Picture Little sunbird, shiny and bright, Flitting around in the morning light. With a long, curved beak so thin, Sipper of nectar, let the day begin! Green and yellow, colors so gay, Resting on flowers to pass the day. Fast it flies on sunny days, Basking in the morning rays.

Contemplative Applied Self Study of Sacred Text Redeems: Couplets

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 Contemplative Applied Self Study of Sacred Text Redeems: Couplets The learned mind, a fertile ground, For jnana yoga's seeds profound. Sacred words, a thoughtful read, Reflecting deeply on what's said. To understand, to then apply, In daily life, where truths lie. Purification, heart and soul, To keep the spirit strong and whole. Unclean, a path off balance thrown, By ego's grip, seeds wrongly sown. Through knowledge gained, a better way, To mend the past, and light the day. Good karma blooms, a gentle grace, To heal the wounds, time cannot erase. And in the light, we understand, The power held within our hand. For minds that seek and learn with grace, Jnana Yoga finds its place. Read the words, let wisdom bloom, Reflect and banish mental gloom. In thoughts and deeds, be pure and true, A balanced path will guide you through.

JNANA YOGA COUPLETS

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 J NANA YOGA COUPLETS Read scriptures, words so wise, Find their truth behind your eyes. Think them through, deep and slow, Let what's right within you grow. Take those truths to heart each day, Live them out along your way. The mind's a lamp, let wisdom bright, Illumine dark with guiding light. Read deep the words, of ages past, Reflect on truths that ever last. Not just to know, but understand, And hold the truth within your hand. Let every thought and every deed, From wisdom's fertile garden feed. For knowledge pure, a steady guide, Will help you walk, with naught to hide. Live life with grace, and purpose clear, Jnan Yoga's path, to hold you dear Deep knowing sought, a quiet quest, In ancient words, we find our rest. The scriptures speak, a gentle guide, With open hearts, we step inside. Each verse unfolds, a hidden key, To wisdom's door, for all to see. We ponder deep, with minds serene, What do these teachings truly mean? Not just to know, but to become, To li...