InfoWorld

Oracle delivers semantic search without LLMs

Trusted Answer Search is a new offering from Oracle that prioritizes control, auditability, and predictable outcomes over ...

Databricks research shows multi-step agents consistently outperform single-turn RAG when answers span databases and documents

Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with ...
VentureBeat

Databricks built a RAG agent it says can handle every kind of enterprise search

Most enterprise RAG pipelines are optimized for one search behavior. They fail silently on the others. A model trained to synthesize cross-document reports handles constraint-driven entity search ...
IEEE

To RAG or Not to RAG, That Is the Question: Effective Text-to-SQL Generation Under Ambiguity

Abstract: Natural language interfaces to databases promise to democratize data access, yet current Text-to-SQL systems fail to address a fundamental challenge: user questions are often ambiguous.
Redmond Magazine

Restoring a Database to an Older Version of SQL Server

SQL Server backups cannot be restored to older versions directly. Use Export and Import Data-Tier Application for cross-version database migration. Reconfigure permissions, logins, and connection ...
marktechpost

How to Build an Atomic-Agents RAG Pipeline with Typed Schemas, Dynamic Context Injection, and Agent Chaining

In this tutorial, we build an advanced, end-to-end learning pipeline around Atomic-Agents by wiring together typed agent interfaces, structured prompting, and a compact retrieval layer that grounds ...
IEEE

Agentic AI with Orchestrator-Agent Trust: A Modular Visual Classification Framework with Trust-Aware Orchestration and RAG-Based Reasoning

Abstract: Modern Artificial Intelligence (AI) increasingly relies on multi-agent architectures that blend visual and language understanding. Yet, a pressing challenge remains: How can we trust these ...
GitHub

agentic-dev-io/agent-farm

DuckDB Spec-OS for multi-org AI agent swarms. Central specification management, 280+ SQL macros, interactive agent REPL, MCP Apps, meta-learning, and smart extensions. src/agent_farm/ ├── cli.py # ...
intelligentcio

Enterprises shift from RAG to Agentic RAG, but will it succeed without modernising database architecture

As enterprises across Asia Pacific push beyond traditional Retrieval-Augmented Generation, Siddon Tang, GM of Asia Pacific, SVP of Engineering and Product, TiDB, says the success of Agentic RAG may ...
Seeking Alpha

Coveo Introduces RAG-as-a-Service for AWS Agentic AI Services

Enterprise-ready foundation integrates with AWS agentic AI services through a Coveo-hosted MCP Server, helping ensure every agentic response is factual, contextual, and compliant MONTREAL, Dec. 1, ...