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News
Flora Find — A Full-Text Search Engine for Your Own Files, Built Without a Single Third-Party Import.
2+ day, 19+ 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, 12+ 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…...
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…...