RAG Evaluation Frameworks for Grounded Answer Quality
Split retrieval and generation scoring to catch hallucinations end-to-end evaluation misses.
Linh Phuong Dao
Section
RAG Architecture
7 stories in RAG Architecture.
Structured Data Extraction From Web Pages for RAG Grounding
A four-stage pipeline ensures RAG data stays grounded instead of fabricated.
Tariq Osei-Mensah
Chunking Strategies for Live Web Content in RAG Pipelines
Query-time fetching forces a rethink of how web pages get split.
Linh Phuong Dao
Hybrid Retrieval Combining Dense Vectors and Live Web Search
Dense vectors miss SKUs and keywords miss paraphrases, so fuse both.
Tariq Osei-Mensah
Freshness vs. Relevance Trade-Offs in Document Retrieval
Semantic search can't tell old from new, and that gets costly.
Linh Phuong Dao
Retrieval Latency Budgeting in Production RAG Systems
Fixed time limits at each pipeline stage stop timeout cascades.
Tariq Osei-Mensah
Citation and Source Attribution Pipelines for LLM Responses
Averaging citation scores hides failures, so score each rubric separately.
Camille Roth-Svensson