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Source channel @githubtrending · Post #15433 · Jan 23

#python#deepseek#demo#easy#embedding#flask#gpt#huggingface_transformers#llm#mcp#multimodal#openai#qwen#rag#sentence_transformers#ui#vllm#vlm UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles. https://github.com/OpenBMB/UltraRAG

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#python #deepseek #demo #easy #embedding #flask #gpt #huggingface_transformers #llm #mcp #multimodal #openai #qwen #rag #sentence_transformers #ui #vllm #vlm

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Etimologiya burchagi

@etimologiya_burchagi · Post #93 · 05/28/2024, 06:52 PM

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Tog’a va domla so’zlarining ildizidagi umumiylik #Dada(#doda) so’zining etimologiyasini ochiqlar ekan, katta ma’nosini bildiruvchi ta so’zi haqida aytib o’tdik. Bu so’z qarindosh-urug’chilik atamalaridan ota so’zidan tashqari og’a (ağa) so’ziga ham kelgan: ta+ağa. Huddi dada so’zida bo’lganidek bir a unlisi tushib qolishi natijasida tog’aga aylangan. Bu yergacha hammasi yetarlicha sodda, jo'n. Bilsangiz, Xorazmda #tog’a demaydilar, #doyideydilar. Shuningdek turkcha, ozarbayjoncha, turkmanchada ham dayı deyiladi. Bu ham tog’a so’zidan boshqasi emas. Bu so’zdagi evrilish quyidagicha bo’lgan: tağa so’ziga kichraytirish qo’shimchalaridan biri bo’lgan -y qo’shilgan. Bu qo’shimchaga yuqorida #boboy, #opoyo’rnaklari ham berildi. Tağay o'ziga +i qo’shimchasini olib kengaygan va tağayïga aylangan. O’g’uzlarning til xususiyatlaridan xabardor bo’lganlar biladiki, ularda so’z ichi va so’z oxiridagi ğ/g tovushlari tushib qoladi. Sarïğ o’rniga sarï, yalğan o’rniga yalan kabi. Qolaversa bizdagi so’z boshi t- o’g’uzlarda d-ga aylanadi. Natijada tağayï > taayï > dayı evrilishi yuzaga kelgan.

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#dada #doda #tog #doyi #boboy #opoy