PBPritom Biswasinblogging.pritombiswas.com·Jun 14, 2025 · 7 min readSemantic RoutingWhat is Semantic Routing? We learnt about “Logical Routing” Previously. If you hadn’t read it, please go read it. Today’s article greatly depends on that. A Scenario: One day, Jack went to a library and asked the librarian this question:“I need help ...01F
PBPritom Biswasinblogging.pritombiswas.com·Jun 12, 2025 · 8 min readLogical RoutingWhat is Logical Routing? Previously, we saw what “Routing” in RAG means. So, we’re going to start from the definition in here. Definition: Logical routing is a query handling approach that uses explicit rules, patterns, and conditional logic to deter...00
PBPritom Biswasinblogging.pritombiswas.com·Jun 10, 2025 · 3 min readAdvanced RAG: RoutingIntroduction: Previously, we learned about some “Query Translation” Techniques: “ How to break a query and get the gist of it? “. In this article, we’re gonna work on the data that is stored in our Database. Problem statement: Suppose we have a huge ...00
PBPritom Biswasinblogging.pritombiswas.com·Jun 9, 2025 · 7 min readHyDE (Hypothetical Document Embeddings)Previous Context We saw how the “Parallel Query Retrieval” and “Query Decomposition” work. Let’s just see a recap: Parallel Query Retrieval: We asked this question, “What is fs?” and we got some questions like this from the LLM: What is fs? What is...00
PBPritom Biswasinblogging.pritombiswas.com·Jun 8, 2025 · 6 min readQuery DecompositionPrevious context: What we saw earlier Remember, we did implement “Parallel Query Retrieval” and “Reciprocal Rank Fusion (RRF)”. There, we asked a question, “What is fs?” and the LLM generated some similar questions. Now, in this article, let us ask t...00
