Job Bot Enhancements: Addressing Hallucination and Citation Issues
The Job Bot at Capria employs advanced Retrival-Augmented Generation (RAG) application to provide accurate and relevant information. However, challenges like “hallucination” (generating incorrect information) and citation accuracy needed to be addressed to improve the bot’s reliability and user experience. Here’s how these issues were tackled: Solving the Hallucination Problem To mitigate the risk of hallucination, […]
Understanding and implementing agentic RAG systems in AI
RAG integrates the power of LLMs with the ability to retrieve relevant information from specific datasets, making it possible to generate precise, contextually accurate responses. The next step in this evolution is the development of Agentic RAG systems, which bring autonomous behavior into AI applications. What is Agentic RAG? Agentic RAG represents an advanced AI […]