Blog tag
Benchmarks
articles.
Latency, relevance, freshness, and production evaluation notes for retrieval systems.
Articles
Beyond 1 Million Tokens: Optimizing Prompt Context Window Size for RAG Applications
Long context windows are not a substitute for good retrieval. Discover how to build low-latency RAG architectures using dense semantic highlights and cross-encoder ranking.
RAGAgent searchBenchmarks
Retrieval evaluation for RAG agents
A practical scorecard for measuring whether your retrieval layer is actually helping the model answer with fresher, cited evidence.
RAGBenchmarksAgent search
FRAMES benchmark field notes
Early notes from running retrieval workloads that combine freshness, reasoning depth, and source-level citation pressure.
BenchmarksRAGWeb retrieval