Foundation Models & MLOps

Pretraining, fine‑tuning, RAG, evals, and deployment pipelines at scale.

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akamai.com > blog > ai > vector-search-cant-tell-yes-from-no

Vector Search Can’t Tell “Yes” From “No”

12+ hour, 34+ min ago   (1513+ words) Explore plans and pricing that fit your needs — from small projects to global-scale deployments. Protect the applications that drive your business — every day, every time. Trust the agility and scale of Akamai to help you flawlessly deliver extraordinary digital experiences....


medium.com > @dqj1998 > one-query-six-ranked-lists-one-answer-tuning-rank-fusion-for-multilingual-search-6f6a6413212b

One Query, Six Ranked Lists, One Answer: Tuning Rank Fusion for Multilingual Search

13+ hour, 38+ min ago   (230+ words) How one constant in Reciprocal Rank Fusion lets a confident top match stand out — and why the right value depends … One Query, Six Ranked Lists, One Answer: Tuning Rank Fusion for Multilingual Search How one constant in Reciprocal Rank Fusion…...


hackernoon.com > how-masterwhats-used-graphrag-to-untangle-brazils-biggest-banking-fraud

How MasterWhats Used GraphRAG to Untangle Brazil’s Biggest Banking Fraud

1+ day, 16+ hour ago   (484+ words) MasterWhats is a web application designed to make the Vorcaro case accessible to the public in a structured, readable way. It organizes people, institutions, messages, and source documents into an interface where anyone can explore the case and understand the…...


dev.to > devadarshkushwah > stop-paying-for-search-apis-how-i-ended-up-building-around-jiro-4730

Stop Paying for Search APIs: How I Ended Up Building Around Jiro

1+ day, 11+ hour ago   (798+ words) I have a graveyard of abandoned AI agent prototypes. The common thread? They all died at the search layer. So I started looking for a middle ground. A self-hosted search layer that could actually survive contact with production. That is…...


dev.to > matias_martinez_185d9e0ee > s3-vectors-now-filters-before-it-searches-metadata-pre-filtering-for-multi-tenant-rag-5eaj

S3 Vectors Now Filters Before It Searches: Metadata Pre-Filtering for Multi-Tenant RAG

1+ day, 15+ hour ago   (678+ words) If you run RAG on Amazon S3 Vectors with metadata filters, you may have been losing results without knowing it. Ask for the 10 nearest chunks for one tenant and you might get 3 back, or 10 that aren't actually the closest ones in…...


startupfortune.com > how-to-find-content-ideas-in-google-search-console-with-a-question-regex-filter

How to Find Content Ideas in Google Search Console With a Question Regex Filter

3+ day, 9+ hour ago   (792+ words) A Custom (regex) filter in Google Search Console isolates the questions already sending impressions to your site. This guide shows the exact line to paste, how to read the results, which questions deserve a page, and where else to use…...


dev.to > said_olano > apache-solr-with-java-building-high-performance-search-solutions-3858

Apache Solr with Java – Building High-Performance Search Solutions

4+ day, 13+ hour ago   (218+ words) This comprehensive guide walks you through everything you need to know about integrating Apache Solr with Java, from basic setup to production-grade implementations. Whether you're a fintech architect designing search solutions for banking systems or a backend engineer optimizing search…...


searchenginejournal.com > when-a-search-query-becomes-a-standing-instruction > 591690

When A Search Query Becomes A Standing Instruction

4+ day, 16+ hour ago   (122+ words) Join this webinar for a keep-or-cut list of off-page tactics and a step-by-step plan for running the ones that still work on your brand. Calls from ChatGPT, Claude, and Perplexity land in 'direct/other.' This checklist shows six steps to…...


dev.to > blackmouse572 > not-another-chatbot-we-built-an-open-source-agent-harness-for-customer-service-4cfo

Not another chatbot: we built an open-source agent harness for customer service

4+ day, 20+ hour ago   (877+ words) Most customer service bots are a model, a prompt and a webhook. Ecbot is an agent harness for customer service: the runtime that sits between a model and your customers' chat apps, and decides what the model sees, what it's…...


medium.com > @TheCraftedDev > from-bm25-to-hnsw-how-search-in-rag-actually-works-in-simple-english-cd44b7b22da0

From BM25 to HNSW: How Search in RAG Actually Works — In Simple English

4+ day, 18+ hour ago   (72+ words) There are mainly two ways to search: lexical search and semantic search. Lexical search:- Match the words Common algorithm …...