Akash A DesaiThe Future of Document Processing with AI: How Unstract Simplifies AI Document Processingextracting complex pdf, tables, and text data in an accurateSep 7Sep 7
Akash A DesaiOptimizing GraphRAG with Microsoft for CSV Data: A Guide with LanceDBThis blog will teach you how to optimize GraphRAG with Microsoft for efficient CSV data processing using LanceDB. Discover practical…Aug 29Aug 29
Akash A DesaiRAG vs. GraphRAG: A New Era of Information Retrieval and Practical ImplementationWhat is RAG?Aug 22Aug 22
Akash A DesaiAdvanced RAG: Extracting Complex PDFs containing tables & Text Using LlamaParseIn this blog, we’ll compare LangChain and LlamaIndex for better extraction of PDF data, especially those containing tables and text. Here’s…May 25May 25
Akash A DesaiBeyond Boundaries: Summarizing Entire Books into Enlightening Insightsdifferent methods for summarising the entire bookApr 8Apr 8
Akash A DesaiElevate Your Results: Enhancing LLM Capabilities with Instructor and LanceDBusing advanced rag methods such as hybrid search with rerankerMar 31Mar 31
Akash A DesaiImproving RAG with Query expansion & reranking modelsExploring Rerankers such as Cross Encoders, Colbert v2 & FlashRankMar 5Mar 5
Akash A DesaiinLanceDBBetter RAG with LOTR-Lord of RetrieverImplementing LOTR merger retriever & solving the ‘Lost in the Middle’ Challenge in RAG SystemsDec 21, 20231Dec 21, 20231
Akash A DesaiinLanceDBHybrid Search: Combining BM25 and Semantic Search for Better Results with LanHave you ever wondered how search engines find exactly what you’re looking for? Most often a combination of keyword matching and semantic…Dec 9, 20232Dec 9, 20232
