[!] TOPIC ARCHIVE // #SEARCH
#Search
All 7 guides, operator dossiers, and signals tagged with #Search.
qmd
mini CLI search engine for local docs, knowledge bases, meeting notes. semantic search, all local, by the CEO of Shopify.
Personal Search Tools
Build semantic search over your notes with embeddings, vector stores, and local-first tools. Complete tooling comparison.
Debug Your RAG Pipeline Before Users Notice
Monitor retrieval-augmented generation systems with OpenTelemetry tracing. Find whether bad answers come from retrieval, context, or generation.
Late Chunking: Context-Aware Document Splitting for Better Retrieval
Process entire documents through embedding models before splitting to preserve cross-chunk context that traditional chunking destroys
Personal Search: Searching Your Own Data
Build a search engine for your notes, journals, tweets, and memories instead of the web
Hybrid Search: Combining Keyword and Semantic Retrieval
Vector search misses exact matches. Keyword search misses concepts. Hybrid search with reciprocal rank fusion combines both for personal knowledge bases.
Hybrid Retrieval: When RAG Meets Long Context
Combine RAG retrieval with long-context windows strategically instead of treating them as competing approaches