RAG enhancement: Finetuning Your Rerank model
Key Takeaways In RAG systems, a Reranker (Cross-Encoder) is essential for precision. While initial retrieval gathers candidates based on speed, […]
Applied AI & ML
Understanding LightRAG: A New Era in RAG
Key takeaways Graph-Augmented RetrievalLightRAG enhances traditional RAG by integrating a knowledge graph (entities + relations) with vector search, enabling multi-hop
Unlocking the Power of BONBON Code Interpreter for Business Tasks
Key takeaways Introduction to Code interpreter We might already know that large language models (LLMs) like GPT-4 excel at writing
How to use Azure Function and Service Bus trigger with Sessions to make sure message processing order
Requirement of processing messages in order In reality, there might be a lot of situations where we need to process
ID Card Extraction with Donut and how to support for specific languages
Key takeaways:Donut is suitable for parsing document images that do not have too much information such as receipt, ID card.