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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 #11671 · 04/22/2026, 05:05 PM
Colombia Primera A🇨🇴 2026-04-22 23:20 UTC Independiente Medellin vs. Chico Predicted outcome: Independiente Medellin✅ Predicted score: 2:0 Actual: Independiente Medellin 2:0 #IndependienteMedellin#Chico 2026-04-23 01:30 UTC Fortaleza FC vs. America de Cali Predicted outcome: Draw❌ Predicted score: 1:1 Actual: America de Cali 1:2 #FortalezaFC#AmericadeCali #Football#ColombiaPrimeraA
@milideaspararegalar · Post #6216 · 11/14/2022, 05:57 PM
Regalos para #Él Lo que buscas para regalar a un #Chico#Hombre#Regalar#Regalos https://www.milideaspararegalar.es/regalos-para-el 💻www.milideaspararegalar.es
@milideaspararegalar · Post #5791 · 12/14/2021, 11:55 AM
Regalos para #Él Lo que buscas para regalar a un #Chico#Hombre#Regalar#Regalos https://www.milideaspararegalar.es/regalos-para-el 💻www.milideaspararegalar.es
@ai_match_prediction · Post #11545 · 04/17/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-04-17 21:00 UTC Chico vs. Deportivo Cali Predicted outcome: Deportivo Cali❌ Predicted score: 0:1 Actual: Chico 1:0 #Chico#DeportivoCali 2026-04-17 21:00 UTC Jaguares vs. Deportivo Pasto Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Deportivo Pasto 2:3 #Jaguares#DeportivoPasto #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11172 · 03/23/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-03-23 19:00 UTC Chico vs. Deportes Tolima Predicted outcome: Deportes Tolima❌ Predicted score: 0:1 Actual: Draw 1:1 #Chico#DeportesTolima 2026-03-23 21:10 UTC Santa Fe vs. Independiente Medellin Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Santa Fe 2:1 #SantaFe#IndependienteMedellin 2026-03-23 23:20 UTC Jaguares vs. Águilas Doradas Predicted outcome: Águilas Doradas❌ Predicted score: 0:1 Actual: Draw 1:1 #Jaguares#guilasDoradas #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11772 · 04/26/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-04-26 21:00 UTC Águilas Doradas vs. Once Caldas Predicted outcome: Once Caldas❌ Predicted score: 1:2 Actual: Draw 2:2 #guilasDoradas#OnceCaldas 2026-04-26 23:10 UTC Llaneros vs. Alianza Valledupar Predicted outcome: Llaneros❌ Predicted score: 2:1 Actual: Draw 0:0 #Llaneros#AlianzaValledupar 2026-04-27 01:20 UTC Internacional de Bogota vs. Chico Predicted outcome: Internacional de Bogota✅ Predicted score: 2:0 Actual: Internacional de Bogota 4:0 #InternacionaldeBogota#Chico #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11206 · 03/28/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-03-28 21:00 UTC Cucuta vs. Chico Predicted outcome: Cucuta✅ Predicted score: 2:1 Actual: Cucuta 1:0 #Cucuta#Chico 2026-03-28 23:10 UTC Deportes Tolima vs. Jaguares Predicted outcome: Deportes Tolima✅ Predicted score: 2:0 Actual: Deportes Tolima 3:1 #DeportesTolima#Jaguares 2026-03-29 01:20 UTC Deportivo Cali vs. Deportivo Pereira Predicted outcome: Deportivo Cali✅ Predicted score: 2:1 Actual: Deportivo Cali 1:0 #DeportivoCali#DeportivoPereira #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11244 · 04/02/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-04-02 19:00 UTC Chico vs. Deportivo Pereira Predicted outcome: Chico✅ Predicted score: 2:1 Actual: Chico 1:0 #Chico#DeportivoPereira 2026-04-02 21:10 UTC America de Cali vs. Bucaramanga Predicted outcome: America de Cali✅ Predicted score: 1:0 Actual: America de Cali 2:0 #AmericadeCali#Bucaramanga 2026-04-02 23:20 UTC Jaguares vs. Millonarios Predicted outcome: Millonarios❌ Predicted score: 1:2 Actual: Jaguares 1:0 #Jaguares#Millonarios 2026-04-03 01:30 UTC Once Caldas vs. Independiente Medellin Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 1:1 #OnceCaldas#IndependienteMedellin #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11482 · 04/12/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-04-12 19:00 UTC Millonarios vs. Santa Fe Predicted outcome: Millonarios❌ Predicted score: 2:1 Actual: Draw 1:1 #Millonarios#SantaFe 2026-04-12 21:10 UTC Deportivo Cali vs. Llaneros Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #DeportivoCali#Llaneros 2026-04-12 23:20 UTC Bucaramanga vs. Chico Predicted outcome: Bucaramanga✅ Predicted score: 2:0 Actual: Bucaramanga 5:0 #Bucaramanga#Chico 2026-04-13 01:30 UTC Internacional de Bogota vs. Alianza Valledupar Predicted outcome: Internacional de Bogota✅ Predicted score: 2:1 Actual: Internacional de Bogota 2:1 #InternacionaldeBogota#AlianzaValledupar #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11811 · 04/29/2026, 01:05 PM
Colombia Primera A🇨🇴 2026-05-01 23:00 UTC Once Caldas vs. Atletico Nacional Predicted outcome: Atletico Nacional❌ Predicted score: 1:2 Actual: Once Caldas 1:0 #OnceCaldas#AtleticoNacional 2026-05-02 19:00 UTC Chico vs. Llaneros Predicted outcome: Llaneros❌ Predicted score: 1:2 Actual: Chico 3:0 #Chico#Llaneros 2026-05-02 21:00 UTC Jaguares vs. Cucuta Predicted outcome: Jaguares✅ Predicted score: 3:2 Actual: Jaguares 2:0 #Jaguares#Cucuta 2026-05-03 20:30 UTC Independiente Medellin vs. Águilas Doradas Predicted outcome: Independiente Medellin❌ Predicted score: 2:1 Actual: Águilas Doradas 1:2 #IndependienteMedellin#guilasDoradas 2026-05-03 20:30 UTC Santa Fe vs. Internacional de Bogota Predicted outcome: Santa Fe✅ Predicted score: 2:1 Actual: Santa Fe 3:1 #SantaFe#InternacionaldeBogota 2026-05-03 20:30 UTC Alianza Valledupar vs. Millonarios Predicted outcome: Millonarios❌ Predicted score: 0:1 Actual: Draw 2:2 #AlianzaValledupar#Millonarios 2026-05-03 20:30 UTC Deportes Tolima vs. Deportivo Cali Predicted outcome: Deportes Tolima❌ Predicted score: 2:1 Actual: Draw 1:1 #DeportesTolima#DeportivoCali 2026-05-03 20:30 UTC Fortaleza FC vs. Bucaramanga Predicted outcome: Fortaleza FC✅ Predicted score: 2:1 Actual: Fortaleza FC 2:1 #FortalezaFC#Bucaramanga 2026-05-03 22:45 UTC Junior vs. Deportivo Pasto Predicted outcome: Junior✅ Predicted score: 2:1 Actual: Junior 4:3 #Junior#DeportivoPasto 2026-05-03 22:45 UTC America de Cali vs. Deportivo Pereira Predicted outcome: America de Cali✅ Predicted score: 3:0 Actual: America de Cali 1:0 #AmericadeCali#DeportivoPereira #Football#ColombiaPrimeraA