#retrievalaugmentedgeneration — Public Fediverse posts

Watch Now: https://zurl.co/9qezZ

What Are Vector Search Data Actions in Salesforce Data Cloud? Complete Guide

#Salesforce #SalesforceDataCloud #VectorSearch #DataActions #Agentforce #SalesforceAI #GenerativeAI #SemanticSearch #DataCloud #SalesforceDeveloper #CRM #ArtificialIntelligence #AI #SalesforceTutorial #SalesforceTraining #DataEngineering #VectorDatabase #RetrievalAugmentedGeneration #RAG #PeopleWooSkills

When RAG gives a wrong answer, everyone blames the LLM. Usually the model was fine — retrieval handed it garbage. Here's how to catch it before users do. https://hackernoon.com/your-rag-isnt-hallucinating-your-retrieval-is-lying #retrievalaugmentedgeneration

via #AIFoundry : A Developer’s Guide to Managing Models, Cost and Quality in Microsoft Foundry

https://ift.tt/D2CHiaf
#MicrosoftFoundry #Foundry #AIModels #ModelManagement #RAG #RetrievalAugmentedGeneration #AIPlatforms #ModelRouter #CostOptimization #Latency #QualityAssuranc…

Souveräne Enterprise KI in Tagen statt Monaten mit Infinito.Nexus

https://blog.infinito.nexus/blog/2026/04/22/souverane-enterprise-ki-in-tagen-statt-monaten-mit-infinito-nexus/

From the .NET blog...

In case you missed it earlier...

Generative AI for Beginners .NET: Version 2 on .NET 10
https://devblogs.microsoft.com/dotnet/generative-ai-for-beginners-dotnet-version-2-on-dotnet-10/ #dotnet #NETAspire #NETFundamentals #AI #csharp #Cloud #NET10 #agentframework #aicourse #generativeai #MicrosoftExtensionsAI #retrievalaugmentedgeneration

From the .NET blog...

Generative AI for Beginners .NET: Version 2 on .NET 10
https://devblogs.microsoft.com/dotnet/generative-ai-for-beginners-dotnet-version-2-on-dotnet-10/ #dotnet #NETAspire #NETFundamentals #AI #csharp #Cloud #NET10 #agentframework #aicourse #generativeai #MicrosoftExtensionsAI #retrievalaugmentedgeneration

To improve the relevance of responses produced by Dropbox Dash, engineers at #Dropbox started using #LLMs to augment human labeling - a crucial step in identifying which documents should be used to generate answers.

Their approach offers useful insights for anyone building systems with #RetrievalAugmentedGeneration (RAG).

Learn more: https://bit.ly/3P1nEyj

#InfoQ #AI

The #Dropbox team just shared a deep dive into the architecture of Dropbox Dash.

Highlights:
• A shift toward index-based retrieval
• Knowledge graph–derived context
• Continuous evaluation to support enterprise #AI at scale

🔗 Learn more about the architecture and engineering decisions driving this evolution: https://bit.ly/3OnGEH6

#InfoQ #SoftwareArchitecture #AI #LLMs #DistributedSystems #RetrievalAugmentedGeneration

SurrealDB 3.0 now packs agent memory, business logic, and multimodal data into a single Rust‑powered engine. It blends graph queries, vector search and retrieval‑augmented generation, letting AI agents store context and act without juggling separate stores. Dive into the details and see how this open‑source DB could reshape your stack. #SurrealDB #RetrievalAugmentedGeneration #VectorSearch #MultiModalData

🔗 https://aidailypost.com/news/surrealdb-30-stores-agent-memory-business-logic-multimodal-data-one-db

via #AIFoundry : Beyond the Prompt – Why and How to Fine-tune Your Own Models

https://ift.tt/DpcF2h4
#finetuning #microsoftfoundry #azureai #enterpriseai #llm #languagemodels #foundationmodels #promptengineering #rag #retrievalaugmentedgeneration #sft #supervisedfinetuning #r…

RAG (Retrieval Augmented Generation) is the solution. Here's how to build your own RAG server from scratch using ollama, Open WebUI and Chroma DB!

✅ Document processing ✅ Vector embeddings ✅ Smart retrieval ✅ Production-ready API

https://www.alanbonnici.com/2026/02/how-to-create-local-rag-enabled-llm.html

#RetrievalAugmentedGeneration #RAG #AIEngineering #LLM #Python #TTMO #OpenSource #AI

🚀 #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

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

#AI #LLMs #RAG #VectorDatabases #Infrastructure

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

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.

🔗 https://bit.ly/47KRUUX

#Java #RAG

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

📬 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