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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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American Crypto©

@americancryptotrading · Post #27124 · 01/18/2025, 05:25 PM

🇺🇸#NTRN/USDT is attempting to bounce from the lowerborder of the descendingtriangle pattern on the 3D timeframe🔍 Pump is expected if we bounce🚀 American Crypto©

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Binance crypto champions

@binancecryptochampions · Post #2982 · 12/28/2025, 07:49 AM

✴️Free signal-Futures ✴️ ⚡️⚡️#NTRN/USDT⚡️⚡️ Signal Type: Regular (Long) Leverage: Cross (20x) Margin: 2.0% Entry Targets: 1) 0.02680 2) 0.02980 Take-Profit Targets: 1) 0.03180 2) 0.03300 3) 0.03600 Stop Targets: 1) 0.02530 🍁 Published by: @Trading_exp🍁 Join_vip: @Crypto_Futures_Spot_Payment_bot

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Crypto

@signal_bitcoins · Post #2225 · 01/08/2024, 02:50 PM

#NTRN broken up the supply zone and now retesting that on 6H Time frame,if lost this area will see the lower support soon💫 ❄️@signals_bitcoin_crypto❄️ ❄️@Shadow_support0o❄️

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MEXC Fair Price Spreads 10%

@MEXC_FairPrice_Spreads · Post #1486 · 03/24/2026, 09:01 AM

#NTRN | 11.69% | LONG🟢 Last Price: 0.00438 Fair Price: 0.00496 Max Leverage: 20x Max Size: 876.00$ MEXC Fair Price Spreads

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #9696 · 01/09/2024, 06:21 AM

🐬DOLPHIN | AI PREDICTIONS 09.01.2024 06:00 GMT Expected 5% Profit/Loss in 24 Hours #NFP | 0.58321 | PP: 92% | LP: 9% #FIRO | 1.585 | PP: 90% | LP: 0% #GFT | 0.02027 | PP: 87% | LP: 100% #JTO | 1.7112 | PP: 86% | LP: 100% #NTRN | 1.5177 | PP: 78% | LP: 100% #ORDI | 74.726 | PP: 77% | LP: 100% #TIA | 15.578 | PP: 77% | LP: 100% #VANRY | 0.05837 | PP: 74% | LP: 96% #IQ | 0.00531 | PP: 66% | LP: 100% #MEME | 0.023135 | PP: 64% | LP: 90% #ACE | 8.2438 | PP: 28% | LP: 91% #ARK | 0.7136 | PP: 23% | LP: 91% ——————————————————————— Total Predictions: 366 PP > 50%: 328 LP > 50%: 18 PP > 60%: 202 LP > 60%: 17 PP > 70%: 54 LP > 70%: 16 PP > 80%: 36 LP > 80%: 16 PP > 90%: 1 LP > 90%: 9 ——————————————————————— PP: Profit Probability | LP: Loss Probability

Coinlegs Cryptocurrency Signals

@coinlegs · Post #9695 · 01/09/2024, 06:21 AM

🐬DOLPHIN | AI PREDICTIONS 09.01.2024 05:00 GMT Expected 5% Profit/Loss in 24 Hours #AI | 1.38387 | PP: 93% | LP: 94% #NFP | 0.58636 | PP: 90% | LP: 97% #BEAMX | 0.019402 | PP: 89% | LP: 100% #ORDI | 75.467 | PP: 89% | LP: 100% #TIA | 15.9392 | PP: 89% | LP: 100% #BONK | 0.00001325 | PP: 88% | LP: 98% #JTO | 1.7206 | PP: 88% | LP: 100% #NTRN | 1.5289 | PP: 81% | LP: 98% #VANRY | 0.05866 | PP: 78% | LP: 99% #AEUR | 1.0936 | PP: 76% | LP: 97% #VIC | 0.788 | PP: 45% | LP: 97% #PIVX | 0.2881 | PP: 42% | LP: 94% #IQ | 0.00531 | PP: 42% | LP: 95% #MEME | 0.023248 | PP: 42% | LP: 95% #ACE | 8.3042 | PP: 42% | LP: 98% ——————————————————————— Total Predictions: 366 PP > 50%: 311 LP > 50%: 20 PP > 60%: 303 LP > 60%: 20 PP > 70%: 102 LP > 70%: 20 PP > 80%: 61 LP > 80%: 18 PP > 90%: 1 LP > 90%: 15 ——————————————————————— PP: Profit Probability | LP: Loss Probability

Coinlegs Cryptocurrency Signals

@coinlegs · Post #9786 · 01/26/2024, 02:03 AM

🐬DOLPHIN | AI PREDICTIONS 26.01.2024 02:00 GMT Expected 5% Profit/Loss in 24 Hours #PORTO | 2.478 | PP: 51% | LP: 93% #PROM | 8.059 | PP: 49% | LP: 91% #LAZIO | 2.576 | PP: 46% | LP: 90% #DUSK | 0.2487 | PP: 46% | LP: 94% #PENDLE | 2.4848 | PP: 43% | LP: 93% #OM | 0.09924 | PP: 42% | LP: 90% #CVP | 0.3888 | PP: 36% | LP: 93% #SYN | 0.8595 | PP: 36% | LP: 95% #CHZ | 0.11037 | PP: 34% | LP: 93% #TRX | 0.11277 | PP: 33% | LP: 93% #POND | 0.01638 | PP: 31% | LP: 94% #CHR | 0.2542 | PP: 30% | LP: 94% #FIS | 0.392 | PP: 29% | LP: 91% #CTSI | 0.2212 | PP: 28% | LP: 93% #FXS | 10.035 | PP: 28% | LP: 94% #MKR | 2084 | PP: 28% | LP: 95% #ORDI | 51.163 | PP: 26% | LP: 90% #AMB | 0.00751 | PP: 25% | LP: 90% #BTCDOWN | 0.002722 | PP: 25% | LP: 93% #LSK | 1.301 | PP: 25% | LP: 95% #VTHO | 0.002161 | PP: 24% | LP: 92% #CITY | 2.958 | PP: 24% | LP: 93% #LDO | 2.999 | PP: 24% | LP: 93% #1000SATS | 0.0003885 | PP: 23% | LP: 91% #AUCTION | 24.96 | PP: 23% | LP: 93% #NMR | 19.46 | PP: 22% | LP: 94% #CTXC | 0.4164 | PP: 22% | LP: 95% #AMP | 0.003401 | PP: 21% | LP: 92% #SKL | 0.07252 | PP: 21% | LP: 93% #ALPINE | 2.074 | PP: 21% | LP: 94% #PROS | 0.5028 | PP: 21% | LP: 95% #PSG | 3.253 | PP: 20% | LP: 91% #WING | 8.78 | PP: 20% | LP: 92% #ACM | 2.047 | PP: 20% | LP: 94% #ASTR | 0.1674 | PP: 20% | LP: 94% #MAV | 0.5367 | PP: 20% | LP: 96% #MULTI | 2.202 | PP: 20% | LP: 96% #NTRN | 1.0397 | PP: 19% | LP: 91% #RAD | 1.867 | PP: 19% | LP: 92% #XMR | 157.8 | PP: 19% | LP: 92% #DATA | 0.0461 | PP: 19% | LP: 95% #SEI | 0.6017 | PP: 19% | LP: 96% #INJ | 31.39 | PP: 18% | LP: 93% #RLC | 2.09 | PP: 18% | LP: 95% #DIA | 0.4029 | PP: 17% | LP: 93% #BNX | 0.2869 | PP: 16% | LP: 90% #KMD | 0.2419 | PP: 16% | LP: 90% #RPL | 28.39 | PP: 16% | LP: 91% #SSV | 28.74 | PP: 16% | LP: 91% #ORN | 0.8144 | PP: 16% | LP: 93% ... ——————————————————————— Total Predictions: 368 PP > 50%: 1 LP > 50%: 368 PP > 60%: 0 LP > 60%: 368 PP > 70%: 0 LP > 70%: 367 PP > 80%: 0 LP > 80%: 357 PP > 90%: 0 LP > 90%: 219 ——————————————————————— PP: Profit Probability | LP: Loss Probability