RAG - Retrieval Augmented Generation - AI or DNN with understanding of new data

 

  • Retrieval Augmented Generation (RAG): This is a popular technique where a large language model (your "common DNN") doesn't just generate answers from its internal training data. Instead, it first retrieves relevant information from external knowledge bases (like your structured classifications or vector databases of new news) and then uses that retrieved information to formulate its answer. This makes the LLM more accurate, up-to-date, and less prone to "hallucinations."

Comments

Post a Comment

Popular posts from this blog

how to add all current and future projects of android studio to allow in windows firewall security..

 how to add all current and future projects of android studio to allow in windows firewall security.. To allow all current and future Android Studio projects in Windows Firewall, follow these steps: Method 1: Allow Android Studio executable Go to Control Panel > System and Security > Windows Defender Firewall. Click on Advanced settings on the left side. In the Inbound Rules section, click on New Rule. Select Rule Type: Program and click Next. Select This program path: navigate to the Android Studio executable (typically located at C:\Program Files\Android\Android Studio\bin\studio64.exe) and click Next. Select Allow the connection and click Next. Select the network types (Domain, Private, Public) to apply the rule and click Next. Give the rule a name (e.g., "Android Studio") and click Finish. error :The IDE has detected Microsoft Defender with Real-Time Protection enabled. It might severely degrade IDE performance.  It is recommended to make sure the following paths ar...
Read more