#jupyter_notebook#ai#llm#llms#multi_modal#openai#python#rag
Retrieval-Augmented Generation (RAG) is a technique that helps improve the accuracy of large language models by fetching relevant information from databases or documents. This approach ensures that the model's responses are based on up-to-date and accurate data, reducing errors and "hallucinations" where the model might provide false information. For users, RAG offers more reliable and trustworthy responses, allowing them to verify the sources used to generate those responses. This method also saves resources by avoiding the need to retrain models with new data.
https://github.com/FareedKhan-dev/all-rag-techniques
😄Paint
➖➖➖➖➖➖
🔘 The noun paint refers to coloured liquid that makes things look nice. The verb has different meanings. It can mean to put paint on something with a brush.
🔜 I'm going to paint this wall yellow, and this one white.
🔜The table was painted green.
🔘 Paint can also mean to make a picture of something, using paint.
🔜 She painted a portrait of me, it looks great.
🔜 The artist painted the beautiful landscape.
🔘 Paint can also mean to apply a liquid (not just paint) to something with a brush.
🔜 Paint the pastry with egg before putting it in the oven.
🔜 Paint the wood preserver on the fence to protect it.
#Paint👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys
😄Paint
➖➖➖➖➖➖
🔘 The noun paint refers to coloured liquid that makes things look nice. The verb has different meanings. It can mean to put paint on something with a brush.
🔜 I'm going to paint this wall yellow, and this one white.
🔜The table was painted green.
🔘 Paint can also mean to make a picture of something, using paint.
🔜 She painted a portrait of me, it looks great.
🔜 The artist painted the beautiful landscape.
🔘 Paint can also mean to apply a liquid (not just paint) to something with a brush.
🔜 Paint the pastry with egg before putting it in the oven.
🔜 Paint the wood preserver on the fence to protect it.
#Paint👨🏫@America
➖➖➖➖➖➖➖➖➖➖➖➖
🆕 Crypto News @Money
😁 Crypto Game @Egame
🇺🇸 US News @America
🇯🇵 Japan News @Japan
🇦🇪 UAE News @Dubai
▶️ Popular Movies @Videos
😜 Best Funny Video @Funnys