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Flora Find — A Full-Text Search Engine for Your Own Files, Built Without a Single Third-Party Import.
2+ day, 21+ hour ago (364+ words) We've all had that moment of typing a filename into search and getting nothing back, because the file... Tagged with python, beginners, testing, webdev....
The one Whoosh setting that decides whether search actually works: the analyzer
3+ day, 14+ hour ago (391+ words) Nine times out of ten the answer is the analyzer — the small pipeline that decides how text becomes searchable tokens. It runs when you index and when you query, and if the two sides don't agree on what a "word…...
Primary Search and the Can: The Gorilla Drag - Training Minutes
4+ day, 21+ hour ago (175+ words) How fast and efficiently can you conduct a primary search with a water can? Primary search must be fast, efficient, and thorough. In this episode of Fire Engineering’s Training Minutes, Drew Schaumann of Vent Enter Search demonstrates primary search techniques…...
You.com Web Search Highlights Reaches 95.17% on SimpleQA
1+ week, 4+ day ago (494+ words) You.com on September 1, 2026 introduced a new extraction mode for its Web Search API called Highlights, reporting a 95.17% score on the SimpleQA benchmark and a 35% lower total query cost than Claude Sonnet 5’s built-in web search in an independent evaluation....
Don't just return results — show users WHY they matched (highlighting in pure Python)
2+ week, 1+ day ago (187+ words) You don't need Elasticsearch for that. Whoosh — the pure-Python full-text search library — ships a full highlighting engine. Here's how to use it. (whoosh3 is the maintained fork; you still import whoosh.) One important gotcha: the field you highlight must be stored…...
Your WordPress Search Plugin Should Return Post IDs and Nothing Else
2+ week, 4+ day ago (859+ words) In the space of a month I was asked three questions that looked completely unrelated: The choice If you write a plugin that replaces WordPress search, you pick one of two shapes. Shape one: own the pipeline. You build your…...
Queried the Local Embeddings Store for the First Time
2+ week, 5+ day ago (820+ words) Context: Building the vector store in the last entry was only half the job — the actual point of embeddings is being able to ask a question and get back the right stored document, not just any document. Chroma does this…...
Full-Text Search Still Works. It Just Doesn’t Get You to an Answer
2+ week, 6+ day ago (1027+ words) Imagine a typical online shoe store. A shopper opens search and types: I need black waterproof running shoes for daily runs on wet pavement. What would you recommend? A few years ago, almost no one expected this from a search…...
Adding Semantic Search to an Existing DynamoDB Table with Vector Indexes
3+ week, 2+ day ago (785+ words) The current API uses a serverless setup. It includes SAM for infrastructure, API Gateway in front, Lambda functions behind, and DynamoDB for storage. The API contains plain CRUD operations to manage recipes: create, read, update, delete, and list. Semantic search…...
Search Toolkit | Mistral Docs
3+ week, 3+ day ago (207+ words) Search Toolkit is a Python framework for building information retrieval (IR) systems. It provides components for ingestion, retrieval, and evaluation. It works across backends, and every component can be swapped. LLMs are not trained on your private data. To ground…...