zhaozhiminginAI AdvancesAdvanced RAG Retrieval Strategies: Flow and ModularWe’ve discussed many advanced Retrieval Augmented Generation (RAG) retrieval strategies, each akin to a machine component. By combining…Jun 11Jun 11
zhaozhiminginGenerative AIAdvanced RAG Retrieval Strategies: Hybrid RetrievalThere is an old Chinese saying: “兼听则明,偏信则暗”. This means that to correctly understand something, you need to listen to various perspectives…Jun 33Jun 33
zhaozhiminginAI AdvancesAdvanced RAG Retrieval Strategy: Embedded TablesOne of the most challenging aspects of RAG (Retrieval Augmented Generation) applications is how to handle the content of complex documents…May 273May 273
zhaozhiminginGenerative AIAdvanced RAG Retrieval Strategy: Query RewritingIntroduction to several query rewriting strategies in advanced RAG retrievalMay 172May 172
zhaozhiminginTowards AIBuilding Private Copilot for Development Teams with Llama3Many developers have likely used GitHub Copilot, a revolutionary development tool that significantly boosts productivity and gradually…May 6May 6
zhaozhiminginGenerative AIBenchmarking Evaluation for Llama3An introduction to LLM evaluation metrics and how to benchmark Llama3May 3May 3
zhaozhiminginTowards AIUse GPT API for Free to Write NovelsRecently, OpenAI announced a reduction in the barrier to entry for using the web-based ChatGPT, allowing users without an account to access…Apr 281Apr 281
zhaozhiminginGenerative AILlamaIndex and RAG Evaluation ToolsIntroduces RAG evaluation tools that can be integrated with LlamaIndex and compares their features.Apr 251Apr 251
zhaozhiminginGenerative AIAdvanced RAG Retrieval Strategies: Recursive RetrievalUtilizing recursive retrieval for advanced RAG retrievalApr 112Apr 112
zhaozhimingLearning a Foreign Language with the Goldlist MethodI recently came across a memory technique called the Goldlist Method, which can help us effortlessly remember anything. It doesn’t require…Apr 6Apr 6