Topic

#RAG

4 articles on this topic.

Diagram of JurisBoost single query_points call with RRF prefetch, ColBERT rescore, and statutory FormulaQuery

Qdrant Hybrid Search for Legal RAG Tested on 2,034 Cases

We ran Qdrant hybrid search (RRF + ColBERT + FormulaQuery) on 2,034 Supreme Court precedents. Top-1 went from 31.8% to 86.4%. Code, data, and the 22-query eval are on GitHub.

Sep 2, 202616 min readRead

Editorial diagram of a shared Qdrant collection mixing twelve tenant vocabularies into global IDF, then scoping params.idf.corpus to one tenant

QdrantBM25Vector Search

Qdrant 1.19 Per-Tenant IDF: Ranking Changes, Not nDCG

We ran Qdrant 1.19 per-tenant IDF on 457k CQADupStack docs. Top-1 changed on 20% of queries. Labeled nDCG barely moved. Methodology, numbers, and the API.

Aug 22, 202615 min readRead

Terminal-driven retrieval operations pipeline with QQL scripts, JSON artifacts, CI checks, and vector search diagnostics

RAGEngineeringAI Agents

Query Qdrant From the CLI Without Writing SDK Code

qql-go is archived. Use the qql CLI from qql-rs for CI, runbooks, and agent-safe Qdrant retrieval. This post is the original design.

May 17, 202612 min readRead

Abstract geometric visualization of document chunks splitting into structured blocks

Zero-TrustRAGRAG-Chunking

RAG Chunking Visualizer: Debug Text Splitters in the Browser

Inspect RAG chunk boundaries in the browser. A Rust + WebAssembly splitter workbench for debugging overlap, headings, and embedding-ready chunks.

Feb 13, 20268 min readRead

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