8bit.tr Journal
RAG
7 articles tagged with RAG.
January 8, 2026
RAG Failure Modes and Mitigation: A Practical Taxonomy
A taxonomy of RAG failures with engineering fixes for retrieval, grounding, and generation errors.
January 7, 2026
Cross-Encoder Reranking: The Missing Layer in High-Precision RAG
How cross-encoders improve retrieval relevance and reduce hallucinations in production RAG systems.
January 4, 2026
Multimodal RAG Pipelines: Grounding Answers Across Text and Images
How to build multimodal retrieval pipelines that combine text and visual evidence.
December 28, 2025
RAG End-to-End Latency Budgeting: Where the Milliseconds Go
A technical guide to budgeting latency across retrieval, reranking, prompting, and generation stages.
December 26, 2025
Retrieval Evaluation and Grounding: Measuring What Actually Matters
How to evaluate retrieval systems and grounding quality in RAG pipelines with practical metrics and workflows.
December 22, 2025
Hierarchical Retrieval and Chunking: Scaling Knowledge Without Noise
A technical guide to hierarchical retrieval, chunking strategies, and multi-stage evidence selection.
December 5, 2025
Retrieval-Augmented Generation (RAG): Architecture, Pitfalls, and Best Practices
A practical guide to building RAG systems that are accurate, fast, and easy to maintain in production.