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Search Google from Java in 15 Lines (No SDK, No Pain) — A SerpApi Quickstart
11+ hour, 5+ min ago (98+ words) A SerpApi Java quickstart I built while exploring how cleanly structured search data drops into a Java app. If you write Java and ever needed Google results as JSON, this is for you. You can scrape Google yourself, but then…...
What Actually Goes In an llms.txt
3+ day, 21+ hour ago (1256+ words) Originally published on Contento Solutions, where I write about SEO and AI visibility for service businesses. An llms.txt file is a plain text summary of your site. It is written for language models, not for crawlers. It is also…...
5 Ways Generative AI Is Becoming a Search Engine for Everyday Questions
4+ day, 33+ min ago (387+ words) Explore 5 ways generative AI is revolutionizing how we search for everyday answers and transforming our online interactions....
Build a Serverless Search Engine with DynamoDB Vector Search and AWS CDK
4+ day, 15+ hour ago (1679+ words) Some time ago at my work, we had to implement a small search engine for help articles. The search was very simple: it used lexical, prefix-based matching. This was a problem because many words did not match. That is exactly…...
Hybrid Search in RAG — BM25, Vectors, and Reciprocal Rank Fusion in Practice
4+ day, 19+ hour ago (27+ words) Vector search alone loses codes and identifiers. BM25 with RRF fusion is today's default choice in RAG — with exceptions you need to measure on your own corpus....
LLM Inference, Explained: Prefill, Decode, and KV Cache
6+ day, 4+ hour ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Vector Store: How Similarity Becomes Something You Can Actually Search
1+ week, 9+ hour ago (290+ words) A beginner’s guide to how vector stores make embeddings searchable while preserving their connection to the passages and …...
Tether Tests Decentralized Search Engine With Wikipedia on 100 Nodes
1+ week, 3+ day ago (478+ words) Tether tests Wikipedia on 100 nodes Tether says its peer-to-peer search team has run a test that placed the full Wikipedia archive across 100 distributed nodes. The search interface stayed usable, and results came back through the network. CEO Paolo Ardoino shared…...
Can my Chatbot speak to the manager? How AI has changed customer complaints
1+ week, 4+ day ago (113+ words) Retail Week Can my Chatbot speak to the manager? How AI has changed customer complaints Brits love to moan, it serves as a social lubricant, a shared bonding ritual, some may say even a cultural rite of passage. But airing…...
Decentralized Peer-To-Peer Search Advances with Tether
1+ week, 4+ day ago (476+ words) Ardoino described the system’s performance during the demo as “insane.” That reaction matters because it signals the underlying distributed hash table approach is holding up under a real dataset rather than a synthetic benchmark — Wikipedia’s archive is large enough to…...