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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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@ai_match_prediction · Post #11845 · 05/02/2026, 05:05 AM
Italy Serie A🇮🇹 2026-05-02 13:00 UTC Udinese vs. Torino Predicted outcome: Udinese✅ Predicted score: 2:1 Actual: Udinese 2:0 #Udinese#Torino 2026-05-02 16:00 UTC Como vs. Napoli Predicted outcome: Como❌ Predicted score: 2:1 Actual: Draw 0:0 #Como#Napoli 2026-05-02 18:45 UTC Atalanta vs. Genoa Predicted outcome: Atalanta❌ Predicted score: 2:1 Actual: Draw 0:0 #Atalanta#Genoa #Football#ItalySerieA
@ai_match_prediction · Post #11752 · 04/26/2026, 09:06 AM
Italy Serie A🇮🇹 2026-04-26 10:30 UTC Fiorentina vs. Sassuolo Predicted outcome: Sassuolo❌ Predicted score: 1:2 Actual: Draw 0:0 #Fiorentina#Sassuolo 2026-04-26 13:00 UTC Genoa vs. Como Predicted outcome: Como✅ Predicted score: 1:2 Actual: Como 0:2 #Genoa#Como 2026-04-26 16:00 UTC Torino vs. Inter Predicted outcome: Inter❌ Predicted score: 1:3 Actual: Draw 2:2 #Torino#Inter 2026-04-26 18:45 UTC AC Milan vs. Juventus Predicted outcome: Juventus❌ Predicted score: 1:2 Actual: Draw 0:0 #Milan#Juventus #Football#ItalySerieA
@ai_match_prediction · Post #11594 · 04/19/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-19 10:30 UTC Cremonese vs. Torino Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #Cremonese#Torino 2026-04-19 13:00 UTC Hellas Verona vs. AC Milan Predicted outcome: AC Milan✅ Predicted score: 0:2 Actual: AC Milan 0:1 #HellasVerona#Milan 🔥 PREMIUM PICK 🔥 2026-04-19 16:00 UTC Pisa vs. Genoa Predicted outcome: Genoa✅ Predicted score: 0:1 Actual: Genoa 1:2 #Pisa#Genoa 2026-04-19 18:45 UTC Juventus vs. Bologna Predicted outcome: Juventus✅ Predicted score: 2:1 Actual: Juventus 2:0 #Juventus#Bologna #Football#ItalySerieA
@ai_match_prediction · Post #11459 · 04/12/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-12 10:30 UTC Genoa vs. Sassuolo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Genoa 2:1 #Genoa#Sassuolo 2026-04-12 13:00 UTC Parma vs. Napoli Predicted outcome: Napoli❌ Predicted score: 0:1 Actual: Draw 1:1 #Parma#Napoli 2026-04-12 16:00 UTC Bologna vs. Lecce Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Bologna 2:0 #Bologna#Lecce 2026-04-12 18:45 UTC Como vs. Inter Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Inter 3:4 #Como#Inter #Football#ItalySerieA
@ai_match_prediction · Post #11340 · 04/06/2026, 05:05 AM
Italy Serie A🇮🇹 2026-04-06 10:30 UTC Udinese vs. Como Predicted outcome: Como❌ Predicted score: 1:2 Actual: Draw 0:0 #Udinese#Como 2026-04-06 13:00 UTC Lecce vs. Atalanta Predicted outcome: Atalanta✅ Predicted score: 0:1 Actual: Atalanta 0:3 #Lecce#Atalanta 2026-04-06 16:00 UTC Juventus vs. Genoa Predicted outcome: Juventus✅ Predicted score: 2:1 Actual: Juventus 2:0 #Juventus#Genoa 2026-04-06 18:45 UTC Napoli vs. AC Milan Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Napoli 1:0 #Napoli#Milan #Football#ItalySerieA
@ai_match_prediction · Post #12009 · 05/10/2026, 05:05 AM
Italy Serie A🇮🇹 2026-05-10 10:30 UTC Hellas Verona vs. Como Predicted outcome: Como✅ Predicted score: 0:1 Actual: Como 0:1 #HellasVerona#Como 2026-05-10 13:00 UTC Fiorentina vs. Genoa Predicted outcome: Genoa❌ Predicted score: 1:2 Actual: Draw 0:0 #Fiorentina#Genoa 2026-05-10 13:00 UTC Cremonese vs. Pisa Predicted outcome: Cremonese✅ Predicted score: 2:1 Actual: Cremonese 3:0 #Cremonese#Pisa 2026-05-10 16:00 UTC Parma vs. AS Roma Predicted outcome: AS Roma✅ Predicted score: 1:2 Actual: AS Roma 2:3 #Parma#Roma 2026-05-10 18:45 UTC AC Milan vs. Atalanta Predicted outcome: Atalanta✅ Predicted score: 1:2 Actual: Atalanta 2:3 #Milan#Atalanta #Football#ItalySerieA