Using #Gemini and long context for indexing rich documents (PDF, HTML... containing images & diagrams) for your #RAG pipelines
https://glaforge.dev/posts/2025/07/14/advanced-rag-using-gemini-and-long-context-for-indexing-rich-documents/
Using #Gemini and long context for indexing rich documents (PDF, HTML... containing images & diagrams) for your #RAG pipelines
https://glaforge.dev/posts/2025/07/14/advanced-rag-using-gemini-and-long-context-for-indexing-rich-documents/
Build an AI-Powered Document Assistant with Quarkus and LangChain4j
From Docs to Insightful Answers in Milliseconds
https://myfear.substack.com/p/quarkus-langchain4j-ai-document-assistant
#Java #LangChain4j #Quarkus #RAG #pgVector
Build an AI-powered document assistant with Quarkus and LangChain4j
Cloud-native AI for enterprise Java: RAG, embeddings, and native compilation
https://developer.ibm.com/tutorials/build-ai-assistant-quarkus-langchain/
#Java #Quarkus #LangChain4j #RAG #IBMDeveloper
Any company making outrageous claims about #ai or their use of should be labeled as an #aislopshop or #slopshop for short.
Like calling a dishonest lawyer a #shyster or a newspaper with no credibility, a #rag.
Hello World! #introduction
Work in cybersec for 25+ years. Big OSS proponent.
Latest projects:
VectorSmuggle is acomprehensive proof-of-concept demonstrating vector-based data exfiltration techniques in AI/ML environments. This project illustrates potential risks in RAG systems and provides tools and concepts for defensive analysis.
https://github.com/jaschadub/VectorSmuggle
SchemaPin protocol for cryptographically signing and verifying AI agent tool schemas to prevent supply-chain attacks (aka MCP Rug Pulls).
https://github.com/ThirdKeyAI/SchemaPin
Wir freuen uns ein weiteres der vier geförderten Projekte der zweiten Runde unseres #Forschungsstudienprogramms am Leibniz-Institut für Europäische Geschichte bekanntzugeben!
Rainer Simon (@aboutgeo) und Michela Vignoli für ihr Projekt „Digital Camerarius RAG: Multimodal Information Retrieval Prototype for CH and DH“.
Digital Camerarius: https://furman-editions-in-progress.github.io/camerarius/
Herzlichen Glückwunsch! Wir freuen uns auf die innovativen Erkenntnisse, die dieses Projekt hervorbringen wird
Why enterprise RAG systems fail: Google study introduces ‘sufficient context’ solution https://buff.ly/q6Esck6
"Interestingly, while RAG generally improves overall performance, additional context can also reduce a model’s ability to abstain from answering when it doesn’t have sufficient information. "
Why enterprise RAG systems fail: Google study introduces ‘sufficient context’ solution https://venturebeat.com/ai/why-enterprise-rag-systems-fail-google-study-introduces-sufficient-context-solution/ #AI #RAG #hallucination
https://www.europesays.com/2092537/ NetApp partners with NVIDIA to boost AI data storage in Australia #AIAdoption #AIAgents(AgenticAI) #ArtificialIntelligenceAI #australia #CloudStorage #DataGovernance #DataInfrastructure #DataSecurity #EnterpriseStorage #GenerativeAI(GenAI) #NetApp #Nvidia #RAG #RetrievalAugmentedGeneration(RAG)
Spent some time and had fun building a #Django documentation #RAG chatbot today. It answers questions by retrieving context from Django docs using embeddings. Currently using OpenAI/pgvector just to get some foundational knowledge, but I'd like to switch to entirely local and open-source embedding models (like sentence-transformers) and sqlite-vss for the vector search.
Link to the tutorial: https://docs.giskard.ai/en/stable/reference/notebooks/RAGET_Banking_Supervision.html
Build your own local RAG with Ramalama and granite model https://medium.com/@nicolabertoli92/build-your-own-local-rag-with-ramalama-and-granite-model-d5d89e612114
#Ramalama #aiml #rag
Neo4j treibt mit GraphRAG, Vektor-Indizes & Agentic RAG die #KI-Entwicklung voran. Ob #LangChain, #LlamaIndex, #SpringAI oder #VertexAI – das neue Python-Paket und das Model Context Protocol (MCP) verknüpfen Graphdaten nahtlos mit #LLM-Anwendungen.
#Neo4j #GenAI #RAG #GraphQL #Cypher #VectorSearch #AgenticAI
https://www.bigdata-insider.de/leistungssprung-bei-graph-datenbanken-mit-ki-integration-cloud-skalierung-und-terabyte-graphen-a-2307ed20cfaf562a1a0094b712b5be95/
I finally cobbled all my thoughts about retrieval-augmented generation, or RAG, together in one place. So many people claimed it was so easy, but it's not.
This post is a high level overview of my lessons learned and some suggestions for you if you go down this path.
Simplify AI data integration with RamaLama and RAG
https://developers.redhat.com/articles/2025/04/03/simplify-ai-data-integration-ramalama-and-rag
#genai #container #podman #rag
Generar contingut amb IA per contrarrestar l'excés de cerques amb IA. Què pot sortir malament?
Al blog: Bloquejar cerques d'IA embrutant (també) dades
Le prochain #LavaJUG se tiendra jeudi 27 mars à #ClermontFerrand
Benjamin Dauvissat expliquera comment construire un #chatbot privé avec #RAG, #ElasticSearch et #LLM.
Ca se passe chez Turing_22 à partir de 19h
inscription : https://www.lavajug.org/2025/03/27/chatbot-rag.html