#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
Il centrodestra vince le elezioni suppletive in #Veneto, i leghisti Giulio #Centenaro e Alberto #DiRubba subentrano a Massimo Bitonci e Alberto Stefani.
Collegio di Selvazzano Dentro:
🔵 Centenaro (CDX): 59,44%
🟠 Stivanello (CSX): 31,21%
⚫ Adinolfi (PdF): 5,03%
🟡 Paccagnella (ORA!): 4,32%
Collegio di Rovigo:
🔵 Di Rubba (CDX): 57,43%
🟠 Bovolenta (CSX): 34,91%
⚪ Padoan (Ind.): 7,67%
@UltimoraPolitics24
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 237 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 57,25%
🟠 Giacomo #Bovolenta (CSX): 34,86%
🟤 Giuseppe Padoan (No-vax antisistema): 7,89%
@Osservatorioitaliano
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 178 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 55,84%
🟠 Giacomo #Bovolenta (CSX): 36,04%
🟤 Giuseppe Padoan (No-vax antisistema): 8,12%
@Osservatorioitaliano
#Italia#Suppletive
Camera dei Deputati, collegio di Rovigo - 20 sezioni scrutinate su 425
🔵 Alberto #DiRubba (CDX): 59,13%
🟠 Giacomo #Bovolenta (CSX): 31,51%
🟤 Giuseppe Padoan (No-vax antisistema): 9,36%
@Osservatorioitaliano
#Italia#Suppletive
✅ Giulio #Centenaro (#Lega|PfE) e Alberto #DiRubba (Lega) sono eletti deputati rispettivamente al posto dell’ex sottosegretario e attuale Assessore all’Industria Massimo #Bitonci e del Presidente della Regione Veneto, Alberto #Stefani.
@OsservatorioItaliano