Made this spiky little bird using Tuimiz random animal generator. Very good bird. #myart #gelatinousdoodles #randomanimalgenerator #tuimiz #rag #digitalart

Made this spiky little bird using Tuimiz random animal generator. Very good bird. #myart #gelatinousdoodles #randomanimalgenerator #tuimiz #rag #digitalart
Your data called. AI answered. 👀
Bei Gregor Biswanger wird gerade ausprobiert, wie sich die eigenen Daten mit RAG und LangChain.js für KI-Anwendungen nutzen lassen.
Und das nicht nur in der Theorie – die Teilnehmenden legen direkt selbst Hand an und probieren es aus. 😄
Most RAG architectures bury their smartest component under layers of plumbing. We built a production retrieval system with SQLite, five MCP tools, and zero embeddings. It won.
The Librarian Principle: Why Your RAG System Doesn't Need a Vector Database
"Generative AI & RAG" by Sthaneekam Sree Vyshnavi 24BCE0224
Connect AI with your business data to deliver more accurate, relevant, and up-to-date answers.
At Hyperbix, we build smarter AI solutions that drive better insights and business decisions.
📝 Neuer Blog-Beitrag: Vektor-Datenbanken 2026: Milvus 3.0, Qdrant und die Postgres-Frage
Milvus 3.0 bringt Retrieval direkt in den Data Lake, Qdrant wächst mit Agent-Workloads, pgvector deckt Workloads unter 50 Millionen Vektoren ab – 2026 differenziert sich de…
🤖📊 How do you measure retrieval quality in RAG?
Explore key metrics:
✅ Precision@K
✅ Recall@K
✅ MRR & NDCG
✅ Hit Rate@K
🚀 Learn how RAG Regression Testing helps detect performance issues and build reliable AI applications!
Read: www.linkedin.com/pulse/how-re...
DockerがAIエージェントを配れるようにした理由
https://papoo.work/doc/f17a959b559c8b17
#docker #aiエージェント #dockerdesktop #mcp #rag
New arXiv paper describes a portable, skill-based approach to agentic RAG for customer support that uses lightweight tools and an LLM-enriched corpus, simplifying enterprise workflow automation.
Why multiple RAG citations may represent the same underlying evidence, and how provenance tracking can help prevent inflated confidence. #rag
Does a citation make an AI answer correct? Explore physics RAG through word search, meaning search and reranking. Finding one source paper in the top ten does not establish report accuracy or complete coverage.
https://note.com/hydezero/n/nd053d0be0ca0?hl=en
#Physics #RAG
MCP Tool Server Context7 Agent: Stop stuffing 100k tokens into system prompts. Context7 streams surgical RAG chunks via FastMCP, cutting token costs by 76% and dropping hallucinations to 1.1%. Full blueprint: https://botskillstack.com/bots/mcp-tool-server-context7-agent #RAG #
Una respuesta puede resumir fielmente una norma que no corresponde al caso. Además de comprobar la cita, pregunta qué entidad, versión y fecha hacen aplicable esa fuente. #RAG
Deploying Microsoft Foundry isn’t the same as building an AI platform.
In part 3 of my series, I explore golden paths for RAG, agents and model APIs—plus self-service, governance and evaluation.
My new article covers AI model vulnerabilities, setting up a private lab, and testing a new area of AI security: AI virology (a term coined by a group of unknown researchers) - dev.to/toxy4ny/cosi... #AI #redteam #ai-virology #LLM #RAG #worm #prompt #injection #new #wave #AI-safety #LLMSecOps
🚨 From local RAG to a real AI agent in C#?
Part 1: turn your Ollama + Qdrant setup into an agent that can reason and act fully local! 🤖📚
Guide: www.ottorinobruni.com/from-local-r...
Following the series? 👇
En los #AgentesIA no todo tiene que escribir texto. Elegir modelo, usar una herramienta o filtrar evidencia en #RAG es un sí, un no o una opción. Jev, de TypeSafe, devuelve una probabilidad calibrada.
Ojo: formato válido no es decisión correcta. Los permisos siguen en el código.