Embedding pipelines are fundamentally a data engineering problem, not an entirely new AI discipline. It’s still ETL (Extract, ...
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Beyond RAG as a buzzword: Aligning AI retrieval with real-world use
RAG talk is prevalent, yet simply stating “we used RAG” fails to provide much information about its effectiveness in a production environment. A more effective approach is to examine how you align ...
DataHub's Context Intelligence mines validated SQL query history to build a semantic index for AI agents. At Miro, agents hit ...
Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...
Abstract: Retrieval-Augmented Generation (RAG) typically relies on single-query retrieval. Various query optimization techniques have been proposed to enhance retrieval by decomposing the single query ...
Data teams building AI agents keep running into the same failure mode. Questions that require joining structured data with unstructured content, sales figures alongside customer reviews or citation ...
The Cybersecurity and Infrastructure Security Agency (CISA) is warning that hackers are actively exploiting a critical vulnerability identified as CVE-2026-33017, which affects the Langflow framework ...
A critical vulnerability in Langflow, an open source framework for AI agent development, has been exploited in the wild shortly after its initial disclosure. The Cybersecurity and Infrastructure ...
Threat actors have demonstrated just how quickly they operate today after exploiting a critical open source vulnerability within 20 hours, working only from the advisory description. The bug, CVE-2026 ...
Because attacker-supplied flow data is used in public flows, the bug leads to unauthenticated remote code execution. Langflow is a popular open source framework for creating and deploying AI agents ...
A critical security flaw impacting Langflow has come under active exploitation within 20 hours of public disclosure, highlighting the speed at which threat actors weaponize newly published ...
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