6.7K
EDKnowledge Graphs represent the relationship between entities and can be an important tool in RAG applications.
@edhonour
#Evolving Knowledge Graphs
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RU⚡ Your Knowledge Graph is OUTDATED! Here's the fix:OpenAI just dropped a game-changing tutorial on Temporal Knowledge Graphs that:🔄 Updates facts automatically as they change
📊 Tracks what was true at ANY point in time
🔗 Performs multi-hop reasoning across entities
🎯 Resolves entity duplicates intelligently
⏰ Handles time-sensitive queries perfectlyReal-world use cases:
"Who was CEO when X happened?"
"What was the stock rating in Q2?"
"Which version was deployed on date Y?"
Complete implementation with:
GPT-4.1 integration
NetworkX graphs
SQLite database
Production safeguards
Parallel processing
Link in comments! 💬#TemporalAI #KnowledgeGraphs #OpenAICookbook #AIArchitecture #DataPipeline #GraphAlgorithms #TimeSeriesData #EnterpriseAI #MLOps #DataOps #AIImplementation #TechInnovation #SoftwareEngineering #DatabaseDesign #AITools
@ruralbytestamil
22.4K
RAGraph databases accelerate multi-hop traversals, but most production queries are shallow (1–2 hops) that SQL or embeddings handle efficiently. Knowledge graphs are valuable for integration but costly to build and govern, and few organizations have the resources to maintain them. Most organizations find the marginal gains of graph RAG rarely justify the operational overhead.
Stonebraker, M., & Pavlo, A. (2024). What Goes Around Comes Around... And Around. SIGMOD Record.
@rajistics
48.4K
ARKnowledge Graphs Explained
A knowledge graph is a powerful way to let your large language model (LLM) access real time information #coding #csmajors #programming #systemdesign
@arjay_the_dev
41.9K
INDiscover how this innovative approach transforms unstructured data into powerful knowledge graphs, significantly enhancing Large Language Models (LLMs) accuracy and contextual understanding. Learn about the intricate process from data ingestion and entity extraction to advanced hybrid retrieval mechanisms. GraphRAG excels at complex, multi-hop queries, providing more precise and explainable AI responses. While powerful, it's a resource-intensive process. Explore the future of AI with GraphRAG! #GraphRAG #AI #LLM #KnowledgeGraphs #DataScience #MachineLearning #AITech #RAG #ArtificialIntelligence #TechExplained
@infra.peter
13.4K
ANRAG is evolving!
Join us for a deep dive into Agentic Knowledge Augmented Generation (Agentic KAG). Learn to build Knowledge Graphs from unstructured data, leverage Graph Databases for deeper reasoning, and design autonomous agents with LangGraph. This session goes beyond traditional RAG limits, enabling smarter LLM outputs. Perfect for developers, architects, and AI enthusiasts!
Comment 'RAG' to get session details
Or
Checkout - https://www.analyticsvidhya.com/datahacksummit-2025/sessions/agentic-knowledge-augmented-generation-the-next-leap-after-rag?utm_source=social&utm_medium=facebook&utm_campaign=reel
#RAG #AIAgents #DataScience #MachineLearning #ArtificialIntelligence
@analytics_vidhya
10.4K
DENew course added!
We’re launching “Knowledge Graphs for AI Agent API Discovery,” built in collaboration with @SAP and taught by Pavithra G K and Lars Heling.
When agents call APIs in the wrong sequence, entire workflows collapse. The challenge? Most agents lack the contextual understanding of which endpoints depend on others and why order matters in real business processes.
This course teaches you to:
✅Construct a knowledge graph from API specifications
✅ Extend it with business-process data so dependencies and order are explicit
✅ Use semantic retrieval and process edges to find required APIs and their sequence, then build an agent to execute them
Enroll now at the link in bio or comment "SAP" to receive the link in your inbox.
@deeplearningai
4.7K
DIThe version of you you’ve been chasing?
They’re not separate from you. You’re not becoming someone new. you’re aligning with the version of you that already exists on a higher timeline. It’s always been you. Walk like it. Speak like it. Breathe like it.✨🧘🏽♂️💫
#cosmicknowledge #awakening #spirituality #QuantumSelf #SpiritualAwakening #TimelineShift”
@divinecosmicknowledge
278
RAIn this video, learn how ChatGPT uses local knowledge graphs to understand businesses, locations, and services, and what it means for improving your local SEO visibility.
#knowledgegraph #chatgpt #localSEO
@rankmath
986
SILife is Learning & Evolving.
Don’t become Complacent.
🫡☀️👑
@silverbackalien
576
DR🚀 GraphRAG: The Practical Guide for Cost-Effective Document Analysis with Knowledge Graphs
GraphRAG integrates structured Knowledge Graphs (KGs) with semantic chunks (vectors), enabling LLMs to reason over multi-hop connections for complex queries and connect the dots between different sources, offering a holistic perspective.
However, GraphRAG is painfully slow and costly, as it requires multiple API calls to the LLM to achieve good accuracy. To address this, in this guide, we will explore a practical approach to cost-effective document analysis using FastGraphRAG on a medical dataset, optimizing both speed and accuracy.
If you are looking to integrate GraphRAG into enterprise-grade applications, you may find this read very useful.
Read the complete article here: LINK IN BIO
#graphrag #fastgraphrag #knowledgegraphs #microsoftGraphRAG #medicalRAG
@dr_satya_mallick
743
AG“What they didn’t teach you in school vs. What truly changes the world
This Saturday, we’re breaking down one of the most important distinctions with Kaleab Mezgebu, Co-founder & CEO of MinabTech and HaHu Jobs.
We’re asking the tough questions:
• Is formal education overrated?
• Can you be knowledgeable without degrees?
• What matters more in today’s tech world?
Save the date and set a reminder! The full episode drops this Saturday on YouTube.
Tap the link in our bio to watch previous episodes!
#AGIPodcast #EducationVsKnowledge #KaleabMezgebu #MinabTech #HaHuJobs #EthiopianTech #Philosophy #PersonalGrowth #SaturdayRelease”
@agipodcast
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