I gave my local AI model access to my personal documents, and it finally became more useful than a chatbot
www.xda-developers.com — The model I trust most with my files isn't the one I pay for
RAG
Amazon ElastiCache Serverless now supports vector, full-text and hybrid searches plus aggregations - AWS
“Clear financial stability risks” from AI warns Bank of England governor
www.thestack.technology — Central bank itself is using a novel interface to a RAG workflow...
AWS Adds Single-Shot RAG and Retrieval-Only Mode to Bedrock
www.unite.ai — Amazon Web Services announced on November 9, 2026 that Amazon Bedrock Managed Knowledge Base now supports single-shot retrieval-augmented generation (RAG) and passage-only requests through AgenticRetrieveStream. An expan...
I turned Obsidian into an AI browser, and it does what Gemini in Chrome does without my research leaving my vault
www.xda-developers.com — The browser I use for private work isn't actually a real browser
Kuken Industries searches 70 years of drawings in minutes
Query enterprise data in Gemini with Data Cloud connectors
Google Cloud Blog — Query live data across BigQuery, databases, and Looker in plain language with Data Cloud connectors in Gemini, grounded by Knowledge Catalog.
If Your AI Isn't Working, Fix The Foundation
Forbes — Before you run another evaluation, check three things. You can diagnose all of them without a new vendor.
MariaDB enhances agent development for its next-gen database platform
InfoWorld — The new capabilities aim to help developers simplify enterprise data retrieval, maintain agent context across sessions, and reduce AI inference costs.
Context Engineering (Agent Memory) for AI Agents Starts with Retrieval
langchain.com — Agents waste time and context on clumsy searches, oversized results and stale data. Learn the retrieval techniques LangChain's Deep Agents harness uses to get the right context in.
Box Partners With NVIDIA to Deliver the Trusted Content Layer for Enterprise AI
MarTech Series — Box, Inc., the leading Intelligent Content Management (ICM) platform, announced an expanded collaboration with NVIDIA that enables organizations to securely execute AI-powered workflows at scale.
Box taps Nvidia’s Nemotron for new agent-first content retrieval system
TechCrunch — The system can supposedly answer queries four times faster, with 20% fewer errors and 90% fewer tokens used.
4 Data 360 Lessons for Connecting Product Knowledge to AI
Salesforce — Learn how Salesforce uses Data 360 to ground its Help Agent in trusted content and how to assess, test, and measure your own agent's content and answers.
Percona Announces General Availability of Percona Search for MongoDB®
MarTech Series — Percona, a provider of open source database software, support, and services, announced the general availability of Percona Search for MongoDB®.
Context: The Real Reason Agentic AI Fails In The Enterprise
Forbes — Most AI strategies today focus on model selection, but model performance is rarely the limiting factor in agentic performance.
Foundry in the real world: Turning LLM hunches into verified findings - Security Loop Series, Part 2
Cisco Blogs — See how Foundry turns LLM hunches into verified findings on Langflow, MLflow, and PyGoat, using an evidence gate and an honest look at token cost.
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