Tổng hợp các nghiên cứu RAG mới: OncoTimia hỗ trợ hội chẩn ung thư, LURE-RAG tối ưu hóa sắp xếp lại, AlignCoder cho hoàn thành mã nguồn, RPO-RAG căn chỉnh LLM nhỏ với tối ưu ưa thích, và mô hình đa phương thức dựa trên pixel. Cập nhật từ RagView.ai. #RAG #LLM #AI #RetrievalAugmentedGeneration #TríTuệNhânTạo #HệThốngThôngMinh
https://www.reddit.com/r/LocalLLaMA/comments/1qp4vb9/rag_paper_26127/
Contextual AI just launched Agent Composer, a Retrieval-Augmented Generation platform built on Llama models that topped the FACTS benchmark. Powered by Google Cloud Vertex AI, it promises lower hallucination rates for enterprise AI. Curious how this could reshape open-source AI workflows? Read the full story. #RetrievalAugmentedGeneration #LlamaModels #AgentComposer #FACTSbenchmark
🔗 https://aidailypost.com/news/contextual-ai-unveils-agent-composer-hits-top-facts-benchmark-score
🚀 #𝐀𝐈, #𝐌𝐋 & #𝐃𝐚𝐭𝐚𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: 𝐖𝐡𝐚𝐭 𝐖𝐞 𝐋𝐞𝐚𝐫𝐧𝐞𝐝 𝐢𝐧 𝟐𝟎𝟐𝟓
Hype is loud, but production is hard. We’ve curated the 5 most-read deep dives on #InfoQ from the past year - articles that skip the buzzwords to offer real-world lessons for 2026. 👇
➡️ Beyond the Gang of Four: Practical Design Patterns for Modern AI Systems by Rahul Suresh
https://bit.ly/4dlddxC
➡️ Effective Practices for Architecting a RAG Pipeline by Glenn Engstrand
https://bit.ly/41xgLZa
➡️ MCP: the Universal Connector for Building Smarter, Modular AI Agents by Sanjay Surendranath Girija, Lakshit Arora, Shashank Kapoor
https://bit.ly/45Tga6J
➡️ AI Trends Disrupting Software Teams by Bilgin Ibryam
https://bit.ly/4i2wlkZ
➡️ Domain-Driven RAG: Building Accurate Enterprise Knowledge Systems through Distributed Ownership by George Panagiotopoulos
https://bit.ly/4k2GlNL
📚 #StayAhead of the curve - Knowledge is power 💪
#RAG #RetrievalAugmentedGeneration #MCP #ModelContextProtocol #AIagents #AItrends #SoftwareArchitecture
Advanced Retrieval-Augmented Generation (RAG) Solutions for AI Applications
Build intelligent AI systems with Retrieval-Augmented Generation (RAG). Enhance accuracy, reduce hallucinations, and power data-driven AI with enterprise-grade RAG solutions.
🔗 https://www.seasiainfotech.com/retrieval-augmented-generation
#RetrievalAugmentedGeneration #RAGSolutions #ArtificialIntelligence #EnterpriseAI #IntelligentAutomation #AIInnovation #MachineLearning #DigitalTransformation #SmartAutomation #AdvancedAI
Hybrid RAG combines vector search with knowledge graphs to fix retrieval blind spots, boost support accuracy, and cut investigation time in enterprise systems. https://hackernoon.com/stop-relying-on-vector-search-alone-build-a-hybrid-rag-system-with-knowledge-graphs-and-local-llms #retrievalaugmentedgeneration
via @dotnet : Introducing Data Ingestion Building Blocks (Preview)
https://ift.tt/DmSwU2r
#DataIngestion #AIApplications #DotNet #DataPipelines #ContextEngineering #ETL #MachineLearning #RetrievalAugmentedGeneration #DataProcessing #OpenTelemetry #AIWorkflows #M…
I'm thinking of using EntityDB for in-browser local embeddings.
No idea if this is a good idea.
The API seems quite straightforward.
I don't even need to spin up Hugging Face (transformers.js) myself. It just takes text and runs the embedding for me.
Any other recommendations?
https://github.com/babycommando/entity-db
#AIEngineering #ContextEngineering #PromptEngineering #RAG #RetrievalAugmentedGeneration #JavaScript #WebDev
Explore how #RetrievalAugmentedGeneration & #SemanticCaching can reduce #FalsePositives in AI-powered apps.
Insights come from a production-grade #CaseStudy testing 1,000 queries across 7 bi-encoder models.
📰 Read now: https://bit.ly/4nTPmso
Unlock precision in GenAI by moving beyond traditional #RAG ⇨ #AgenticRAG.
In this #InfoQ video, Adi Polak dives into Agentic RAG architectures, emergent agent design patterns, and the crucial feedback loops (including LLM-as-a-judge) that drive continuous refinement.
▶️ Watch now: https://bit.ly/481f4FD
📄 #transcript included
#RetrievalAugmentedGeneration #AI #SoftwareArchitecture #GenAI
Dịch vụ "RAG" cho trí tuệ nhân tạo: Tạo, lưu trữ, tìm kiếm và đánh giá dữ liệu dễ dàng.
#RAG #TríTuệNhânTạo #AI #DịchVụ #TíchHợp #MởNguồn
#AIasAService #RetrievalAugmentedGeneration #ArtificialIntelligence #OpenSource
https://www.reddit.com/r/ollama/comments/1owqa4u/idea_validation_rag_as_a_service_for_ai_agents/
Các bài báo mới về RAG: Q-RAG, AgenticSciML, Tìm kiếm mẫu bảng tính, Tái đánh giá Retrieval-Augmented Generation trong y tế... #RAG #RetrievalAugmentedGeneration #TríTuệNhânTạo #HọcMáy #KhoaHọc #MachineLearning #AI #ArtificialIntelligence
https://www.reddit.com/r/LocalLLaMA/comments/1ou4qvh/rag_paper_251111/
Advanced RAG (Retrieval-Augmented Generation) goes beyond simple query → answer.
It involves:
1. Query understanding & transformation
2. Document & semantic chunking
3. Vector processing & retrieval strategies
4. Reranking, context integration, and response generation
The goal: more accurate, contextual, and fact-verified answers.
📕 https://ebokify.com/machine-learning
#RAG #AI #LLM #MachineLearning #NLP #GenerativeAI #DataScience #RetrievalAugmentedGeneration
Learn how to integrate Spring Boot, Spring AI, MongoDB Atlas, & OpenAI to transform how businesses access data and create value.
📝 This #InfoQ article explores how these technologies come together to build a #RetrievalAugmentedGeneration pipeline - showing how they fit naturally into modern enterprise architectures.
RT Guido Van Rossum
Slides from my PyBay talk yesterday can be downloaded here:
https://github.com/microsoft/typeagent-py/blob/main/docs/StructuredRagPyBay25.pptx
(permissions issue fixed! - click the little download button; PowerPoint only for now)
#GuidoVanRossum #PyBay #Python #Rag #StructuredRag #RetrievalAugmentedGeneration
CC @pybay
Inside the web infrastructure revolt over Google’s AI Overviews https://arstechni.ca/Xfxb #retrievalaugmentedgeneration #MatthewPrince #searchengines #webcrawlers #cloudflare #robots.txt #Features #Google #google #media #Tech #RAG #AI
ja, die User wollen gratis LLM Suchmaschinen, bekommen dann Propaganda serviert. Mahlzeit 🤮!
Ich hätte da mal ne Frage... 🤔 Kennt wer eine #LLM Suchmaschine, die mit #RetrievalAugmentedGeneration auf #LinkedData zugreift und die einen Teil meiner Bezahlung verwendet um die Content Autoren fair zu bezahlen?
Wie @marcel von @emilymbender zitierte:
"[Das Web] aber hat Menschen miteinander vernetzt. Bei LLMs dagegen geht es darum, Beziehungen zwischen Menschen zu kappen"
https://waldvogel.family/@marcel/115161229965185502
Ich will bezahlte Beziehungen! 😁 Ja, echt: ich bezahle bereits möglichst direkt @digitalcourage für hosting, @thunderbird für Software, Content Creators für schöne Geschichten ( https://www.leobard.net/blog/2020/02/01/why-i-watch-sailing-channel-videos-and-not-netflix-or-tv-anymore-because-this-is-the-future-of-media/ )
**Vernetzt!** ist das Zauberwort. Seit 1999 (#rdf) gibt es im Web nicht nur Links sondern Metadaten-Standards, aus denen Federation (#rss) und Austausch von Fakten entstanden (#linkeddata). Dazu Initiativen für Content-Lizenzen und Micropayments (https://www.w3.org/ECommerce/Micropayments/Overview.html).
Federated!
📬 AMD GAIA und GAIA UI: Lokale KI für alle im intensiven Test
#KünstlicheIntelligenz #Softwareentwicklung #AMDGAIA #FlowLM #GAIAUI #LemonadeSDK #LLM #NeuralProcessingUnit #RetrievalAugmentedGeneration https://sc.tarnkappe.info/b0ad45
👻🔍 "The RAG Obituary" hilariously pretends to be a funeral for irrelevant tech—only to be buried under its own jargon avalanche. Somehow, "retrieval-augmented generation" managed to survive the onslaught of buzzwords and context windows...but just barely. Who knew AI would need a eulogy? ⚰️💻
https://www.nicolasbustamante.com/p/the-rag-obituary-killed-by-agents #funeralfortech #jargonoverload #AIhumor #retrievalaugmentedgeneration #technews #HackerNews #ngated
Go beyond prompting. A deep dive into the architecture of AI agents and how to build your own with C#, LLMs, and external tools. https://hackernoon.com/building-ai-agents-architecture-workflows-and-implementation #retrievalaugmentedgeneration
https://technologiesinternetz.blogspot.com/2025/09/building-advanced-agentic-rag-pipeline.html
Building an Advanced Agentic RAG Pipeline that Mimics a Human Thought Process
#RetrievalAugmentedGeneration #RAG #LLM #artificialintelligence
