TGINSIGHT SIMILAR POSTS
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
Hashtags
Search: #ray
@CoinSonar · Post #244193 · 04/18/2026, 01:03 PM
#RAY | Volume spike (USDT PAIR) 228 times the average volume 95.08K USDT traded in 1 min └Buying vol: 88.93K USDT 🟢 Boost score: 7/10 24h Vol: 600.23K USDT (Binance) Price: 0.675 (-3.1% in 24h)
Hashtags
@CoinSonar · Post #244085 · 04/18/2026, 08:50 AM
#RAY | Volume spike (USDT PAIR) 54 times the average volume 113.02K USDT traded in 5 min └Selling vol: 100.98K USDT 🔴 Boost score: 1/10 24h Vol: 600.23K USDT (Binance) Price: 0.679 (-3.1% in 24h)
Hashtags
@proanalysistrader · Post #28393 · 01/17/2025, 09:25 AM
#RAY/USDT analysis : #RAY is currently consolidating within a flag pattern, indicating a potential continuation of its upward trend. A breakout above the $5.890 level could signal a move to higher price levels. Consider entering a long position upon confirmation of the breakout. TF : 1D Entry : $5.890 Target : $9.045 SL : $4.000
Hashtags
@cryptoarsenal · Post #62625 · 04/10/2026, 02:05 PM
🎰#RAY buying 🔫 113K USDT in 35 sec (11%) on Binance P: 0,661 ⬆️ (1,38%) Vol 24h: 1,14M USDT Last 3 d ago #CEXTrack
@teslacallsofficial · Post #10023 · 03/15/2026, 08:56 PM
🔥$RAY Entered this position as a speculative play within the SOLANA ecosystem. Monitor pullbacks carefully, manage entries with discipline, and always conduct your own due diligence before participating. X: https://x.com/i/communities/2033099708164378981 Website: https://x.com/bbcworld/status/2033099192877429170?s=46 🔗 Contract: https://solscan.io/token/G7ydggVFm4RVTTsd3E8MWh7angBs78MTmZN3gVZPpump https://dexscreener.com/solana/HAVxMaLK96qgiyRdvX4YVpjfajU49zWot4tdjxPesMrg #RAY#SOLANA#TESLACALLS
Hashtags
@CyunreiCollection · Post #11496 · 03/13/2026, 12:31 AM
初音ミク | Ray #Ray#pixiv#VOCALOID#初音ミク#ミクの日
@CyunreiCollection · Post #10713 · 09/02/2025, 12:12 PM
18th | Ray #Ray#pixiv#初音ミク#VOCALOID#初音ミク誕生祭2025
@ThemesM8 · Post #297 · 05/11/2022, 06:20 AM
https://t.me/addtheme/Warp_ThemesM8 🌌@ThemesM8♾ #dark#android#desktop#pink#purple#amoled#oled#black#deep#dim#line#warp#stripe#blue#ray#theme#themes#telegram_theme
@cryptobull_360 · Post #49116 · 04/07/2026, 05:42 PM
🙅#TRB, #RARE, #NEIRO, #A, #ME, #XTZ, #KMNO, #RAY, #STX, #ENS, #GMT, #SNX, #1000FLOKI, #0G, #ORDI, #NIL, #BIO, #UMA, #BEAM, #INIT, #SOMI, #EGLD, #CLANKER, #SOPH, #BIGTIME delisted from Coinbase futures
@coinlegs · Post #10123 · 03/21/2024, 10:15 AM
🐬DOLPHIN | AI PREDICTIONS 21.03.2024 10:00 GMT Expected 5% Profit/Loss in 24 Hours #POLYX | 0.4088 | PP: 50% | LP: 94% #PHA | 0.329 | PP: 50% | LP: 95% #ERN | 7.537 | PP: 50% | LP: 96% #LTO | 0.1761 | PP: 50% | LP: 97% #FTM | 1.0574 | PP: 46% | LP: 91% #REI | 0.10968 | PP: 46% | LP: 93% #OM | 0.64366 | PP: 45% | LP: 96% #SSV | 56.36 | PP: 44% | LP: 92% #CFX | 0.434 | PP: 44% | LP: 98% #STX | 3.3721 | PP: 43% | LP: 96% #PAXG | 2183 | PP: 43% | LP: 97% #CYBER | 13.737 | PP: 43% | LP: 98% #FLOKI | 0.00024944 | PP: 42% | LP: 99% #RSR | 0.006467 | PP: 41% | LP: 98% #DUSK | 0.4065 | PP: 40% | LP: 98% #FET | 2.6868 | PP: 40% | LP: 98% #BNB | 559.5 | PP: 40% | LP: 99% #DEXE | 10.712 | PP: 39% | LP: 97% #TRU | 0.09719 | PP: 39% | LP: 97% #OCEAN | 1.2 | PP: 39% | LP: 98% #SOL | 187.61 | PP: 39% | LP: 99% #IQ | 0.014558 | PP: 38% | LP: 95% #MKR | 3058 | PP: 38% | LP: 99% #PEPE | 0.00000823 | PP: 38% | LP: 99% #OOKI | 0.003513 | PP: 36% | LP: 99% #HIFI | 1.0967 | PP: 35% | LP: 97% #APT | 15.292 | PP: 35% | LP: 99% #CLV | 0.12307 | PP: 35% | LP: 99% #UTK | 0.13 | PP: 34% | LP: 96% #AMP | 0.010762 | PP: 34% | LP: 99% #DEGO | 3.603 | PP: 33% | LP: 99% #FORTH | 6.283 | PP: 33% | LP: 99% #NULS | 0.4503 | PP: 33% | LP: 99% #TKO | 0.6404 | PP: 33% | LP: 99% #FIS | 0.7002 | PP: 33% | LP: 100% #SANTOS | 7.64 | PP: 32% | LP: 94% #WBTC | 66789.15 | PP: 32% | LP: 99% #JASMY | 0.020469 | PP: 31% | LP: 98% #BCH | 432.2 | PP: 31% | LP: 99% #BTC | 66843.96 | PP: 31% | LP: 100% #SUN | 0.015141 | PP: 30% | LP: 94% #CKB | 0.020456 | PP: 30% | LP: 99% #RAY | 2.2809 | PP: 30% | LP: 99% #POND | 0.03243 | PP: 29% | LP: 90% #CREAM | 23.08 | PP: 29% | LP: 99% #FOR | 0.03258 | PP: 29% | LP: 99% #NEXO | 1.359 | PP: 29% | LP: 99% #UFT | 0.638 | PP: 29% | LP: 99% #FLUX | 1.4129 | PP: 29% | LP: 100% #ACA | 0.1858 | PP: 28% | LP: 99% ... ——————————————————————— Total Predictions: 371 PP > 50%: 4 LP > 50%: 365 PP > 60%: 0 LP > 60%: 362 PP > 70%: 0 LP > 70%: 347 PP > 80%: 0 LP > 80%: 331 PP > 90%: 0 LP > 90%: 316 ——————————————————————— PP: Profit Probability | LP: Loss Probability