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#Knowledge Graphs

Showing: 118 courses
Stanford University

Knowledge Graphs Seminar - Spring 2020

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Explore knowledge graphs through Stanford's seminar series, covering fundamental concepts, applications, and advanced topics in this cutting-edge field of data representation and reasoning.
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10 Lesons
19 hours
On-Demand
Free-Video
USC Information Sciences Institute

AI Trustworthiness Index and Sources Monitoring

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Explore the critical perspectives on AI development and implementation in this 20-minute talk by Amandeep Singh, a senior research engineer at USC Information Sciences Institute. Delve into the importance of using artificial intelligence in moderation an…
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1 Lesons
20 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion

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Explore innovative techniques for enhancing multimodal knowledge graph completion through semantic neighbor retrieval and contrastive learning.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

EditKG: Editing Knowledge Graph for Recommendation - Lecture 1

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Explore innovative techniques for editing knowledge graphs to enhance recommendation systems, focusing on improving accuracy and relevance.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning - M1.2

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Explore meta hyperbolic learning for few-shot temporal reasoning in knowledge graphs, enhancing reasoning capabilities with limited data.
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1 Lesons
13 minutes
On-Demand
Free-Video
Devoxx

Practical GraphRAG - Making LLMs Smarter with Knowledge Graphs

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Explore GraphRAG: enhancing LLMs with knowledge graphs for improved context and accuracy in generative tasks. Learn to extract, correlate, and navigate data using Neo4j and LangChain.
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1 Lesons
53 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG: Visualizing Knowledge Graphs in Neo4J for Data Science and Machine Learning

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Explore knowledge graph visualization in Neo4J using GraphRAG, enhancing your data science and machine learning skills with practical insights.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs

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Explore GraphRAG: AI-powered content interpretation using LLMs to create knowledge graphs from unstructured text, enabling advanced search and question-answering capabilities.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder - Introduction to RAG and LLM Integration

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Explore Neo4J Knowledge Graph Builder for creating knowledge graphs from unstructured data using LLMs and LangChain. Learn to leverage this tool for advanced data science and machine learning applications.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

RAG: Neo4J Knowledge Graph Builder - Introducción en Español

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Descubre cómo crear Knowledge Graphs con Neo4J Knowledge Graph Builder, utilizando datos no estructurados y tecnologías como LLM y LangChain para potenciar tus proyectos de ciencia de datos.
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1 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

RAG: GraphRAG - Visualización del Knowledge Graph en Neo4J

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Descubre cómo cargar y visualizar un Knowledge Graph creado con GraphRAG en Neo4J, explorando técnicas avanzadas de representación del conocimiento para ciencia de datos y aprendizaje automático.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Machine Learning Engineer

GraphRAG - Unleashing the Power of Knowledge Graphs with LLMs (Español)

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Descubre cómo potenciar agentes RAG con GraphRAG, una suite de herramientas para crear y utilizar Knowledge Graphs mediante LLMs, mejorando la búsqueda e interpretabilidad.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J: Knowledge Graph, Semantic Search, and Topic Extraction with Langchain and Phi3 - Part 1

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Aprende a crear una base de conocimientos gráfica con Neo4J, extrayendo temas y palabras clave de textos mediante Langchain y el modelo Phi3 de Microsoft.
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1 Lesons
47 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini - Introduction and Installation

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Aprende a crear Knowledge Graphs con Neo4J, integrando OpenAI y Gemini para procesar información no estructurada de diversas fuentes.
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1 Lesons
41 minutes
On-Demand
Free-Video
IEEE

ShadeWatcher: Recommendation-Guided Cyber Threat Analysis Using System Audit Records

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Explore recommendation-guided cyber threat analysis using system audit records, enhancing detection effectiveness and efficiency through innovative connectivity modeling and learning techniques.
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15 Lesons
21 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Contextual Security: A Critical Shift in Performing Threat Intelligence

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Exploring contextual security solutions to overcome limitations of machine learning in cybersecurity, using knowledge graphs for improved threat intelligence and explanation-based security.
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8 Lesons
23 minutes
On-Demand
Free-Video
OWASP Foundation

Temporal: Your Company as a Knowledge Graph - The Foundation of Cybersecurity's Future

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Explore how Security Knowledge Graphs revolutionize cloud security by mapping entity networks, enabling automated reasoning, and improving data governance across multi-cloud infrastructures.
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9 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Code Genome - Fingerprinting Code to Build Trustworthy SBOMs

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Explore Code Genome, a novel approach to generate and verify Software Bills of Materials (SBOMs) using semantically meaningful fingerprints of code functionality, enhancing software supply chain security.
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1 Lesons
57 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Supply Chain Security: Building a Knowledge Graph for Artifact Relationships

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Explore a supply chain knowledge graph tool that enhances understanding of artifact relationships, enabling better assessment of vulnerabilities and dependencies in software development.
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1 Lesons
34 minutes
On-Demand
Free-Video
Linux Foundation

Eliminating the Unknowns: Using GUAC to Better Understand Your Software Supply Chain

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Learn how GUAC, an open-source knowledge graph, aggregates software supply chain metadata to enhance security, inform decision-making, and enable policy-driven admission control in your development lifecycle.
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1 Lesons
37 minutes
On-Demand
Free-Video
BSidesLV

ZERO-RULES Alert Contextualizer and Correlator for Detecting Multi-Stage Cyber Attacks

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Leveraging AI models to connect security events into MITRE ATT&CK campaigns, enhancing detection of multi-stage cyber attacks and shifting focus from individual incidents to targeted campaigns.
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1 Lesons
54 minutes
On-Demand
Free-Video
Open Data Science

Managing Spatiotemporal Data Fusion at Scale Using The Geodesic Platform

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Explore managing large-scale spatiotemporal data fusion using the Geodesic Platform. Learn about cloud-native solutions, data ingest challenges, and leveraging Pachyderm for traceability and pipeline management.
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21 Lesons
34 minutes
On-Demand
Free-Video
Databricks

Drug and Vaccine Discovery Using Knowledge Graphs and Apache Spark

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Explore how GSK uses knowledge graphs and Apache Spark to build a massive medical database, enabling advanced drug and vaccine discovery through innovative data querying and machine learning techniques.
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14 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Building a Knowledge Graph with Spark and NLP for Novel Drug Recommendations

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Explore drug discovery using knowledge graphs, NLP, and Spark. Learn techniques for efficient data processing, entity recognition, and relationship extraction to enhance pharmaceutical research.
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28 Lesons
41 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Scientific Text Mining and Knowledge Graphs - Part 2-1

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Explore scientific text mining and knowledge graphs, focusing on phrase mining, named entity recognition, and meta-pattern mining for information extraction in various domains.
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32 Lesons
53 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Scientific Text Mining and Knowledge Graphs

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Explore scientific text mining and knowledge graphs, focusing on sequence labeling, multi-output models, and ensemble learning for information extraction and table component analysis.
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19 Lesons
34 minutes
On-Demand
Free-Video
Alan Turing Institute

Outside Insight - The Meltwater Data Science Platform - Dr Giorgio Orsi

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Explore Meltwater's Data Science platform for Media Intelligence, featuring data collection, enrichment, and AI applications to extract insights from online conversations for strategic decision-making.
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7 Lesons
24 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Retrieving Complex Answers through Knowledge Graph and Text

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Explore algorithms for retrieving complex answers by combining knowledge graphs and text. Learn techniques to identify relevant entities, relations, and explanatory passages for comprehensive query responses.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Retrieving Complex Answers through Knowledge Graph and Text

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Explore techniques for retrieving complex answers by combining knowledge graphs and text. Learn about algorithms that identify relevant entities, relations, and supporting passages for comprehensive query responses.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Knowledge-infused Learning - Dissertation Defense

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Explore knowledge-infused learning techniques and their applications in AI through Manas Gaur's dissertation defense presentation.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Knowledge Graph Recommendation Systems for COVID-19

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Explore knowledge graph recommendation systems for COVID-19, leveraging Python skills to enhance understanding of pandemic-related data and insights.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Neo4J Knowledge Graph Builder App with Langchain, OpenAI, and Gemini

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Build knowledge graphs from unstructured data using Neo4J's Knowledge Graph Builder App with AI integration for efficient data extraction and visualization.
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1 Lesons
27 minutes
On-Demand
Free-Video
Meeting Cpp

Helping Open Communities Thrive

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Discover strategies for nurturing thriving open communities, drawing from KDE and Wikimedia experiences. Gain insights on fostering collaboration and innovation in open-source projects.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
ACM SIGPLAN

NCATS' Biomedical Data Translator - Connecting the Dots

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Explore NCATS' Biomedical Data Translator, a system connecting vast biomedical research data into knowledge graphs for generating new hypotheses and improving data sharing standards in the field.
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1 Lesons
46 minutes
On-Demand
Free-Video
Conf42

Graph Your Game: Strategic Playbooks Unveiled - Mapping Lacrosse Tactics

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Explore strategic playbooks in lacrosse using graph theory and Golang. Learn to visualize player and team dynamics, implement knowledge graphs, and leverage CypherQL for data analysis.
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18 Lesons
14 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Causal AI for Web and Healthcare

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Explore causal AI applications in web and healthcare using knowledge graphs for intervention and counterfactual reasoning, model-based explainability, and domain-specific insights.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Linux Foundation

Open-Source Critical Asset Management for Climate Resilience

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Explore open-source critical asset management for climate resilience, focusing on the development of CAMS for Dominica's disaster preparation and risk mitigation using knowledge graph technology.
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1 Lesons
19 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Schema Generation for Querying a Data Lakehouse

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Explore schema generation techniques using LLMs for data lakehouse querying, focusing on GraphQL implementation, knowledge infusion, and reasoning capabilities for effective data retrieval.
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1 Lesons
53 minutes
On-Demand
Free-Video
Open Data Science

Knowledge Graphs for the Greater Good - ODSC Europe 2020

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Explore knowledge graphs' potential in enhancing machine learning, tackling misinformation, and addressing global challenges like climate change and COVID-19 through semantic web principles and real-world applications.
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22 Lesons
44 minutes
On-Demand
Free-Video
Databricks

Accelerating GenAI to Production with Neo4j and Databricks

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Discover how Neo4j knowledge graphs enhance GenAI accuracy through GraphRAG, offering superior context for LLMs. Learn to build graphs from Databricks data for improved AI experiences and business solutions.
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1 Lesons
21 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Interpretable Graph Routing Network for Knowledge-based Visual Question Answering

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Explore an innovative graph routing network approach for knowledge-based visual question answering, focusing on interpretable step-by-step reasoning and enhanced accuracy.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Untargeted Adversarial Attack on Knowledge Graph Embeddings

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Explore advanced techniques for executing untargeted adversarial attacks on knowledge graph embeddings, focusing on privacy and security implications in federated learning environments.
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1 Lesons
11 minutes
On-Demand
Free-Video
Discover AI

DSPy Combined with Graph Optimizer in PyG - Multi-Hop RAG Implementation

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Explore DSPyG's innovative approach to multi-hop RAG implementation, combining DSPy with graph optimization for enhanced AI research capabilities using minimal computational resources.
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1 Lesons
23 minutes
On-Demand
Free-Video
Discover AI

SciAgents and AI Research Idea Generation - Comparing Stanford and MIT Approaches

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Explore groundbreaking research from Stanford and MIT on AI agents' capabilities in scientific discovery, idea generation, and knowledge graph reasoning, with practical Python implementations.
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11 Lesons
43 minutes
On-Demand
Free-Video
Discover AI

AGENTiGraph: Integrating LLM-based Multi-Agent Systems with Knowledge Graphs

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Explore how AGENTiGraph combines seven specialized AI agents with knowledge graphs to enhance LLM capabilities, focusing on entity mapping, reasoning, and complex query handling.
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8 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

KGARevision: A Knowledge Graph-Based Agent for Medical AI Question Answering

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Discover how Harvard's KGARevion agent combines knowledge graphs with LLMs to enhance medical AI reasoning, focusing on complex medical interactions and improved retrieval methods.
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13 Lesons
39 minutes
On-Demand
Free-Video
Discover AI

Neuro-Symbolic Graph Reasoning and Knowledge Graph Analysis - From Theory to Implementation

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Explore neuro-symbolic AI frameworks and graph-based reasoning through practical examples, from biomedical research applications to Python implementations and logical rule learning.
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7 Lesons
25 minutes
On-Demand
Free-Video
Discover AI

Comparing GraphRAG and SpeculativeRAG Systems for Knowledge Integration

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Explore the latest advancements in RAG systems, comparing GraphRAG and SpeculativeRAG frameworks for optimal performance in knowledge integration and response generation.
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1 Lesons
26 minutes
On-Demand
Free-Video
Discover AI

Graph Inspired Veracity Extrapolation (GIVE) - Integrating LLMs with Knowledge Graphs

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Discover how GIVE framework enhances LLM reasoning by combining knowledge graphs with internal model knowledge, enabling more accurate responses through structured, step-by-step logical inference processes.
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8 Lesons
19 minutes
On-Demand
Free-Video
USC Information Sciences Institute

Building Trustworthy AI with Common Sense - Lecture

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Explore building trustworthy AI with common sense for robust decision-making, discovery, and misinformation tackling. Learn about CARE principles and neuro-symbolic architectures for explainable, adaptive AI systems.
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31 Lesons
55 minutes
On-Demand
Free-Video
USC Information Sciences Institute

From NLP to NLU: Why We Need Varied, Comprehensive, and Stratified Knowledge - Neuro-Symbolic AI

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Explore the importance of knowledge in AI systems for improved language understanding, addressing challenges in generative AI, and enhancing neuro-symbolic approaches for safer, more explainable AI.
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9 Lesons
55 minutes
On-Demand
Free-Video
David Shapiro ~ AI

Train GPT-3 on Any Corpus of Data with ChatGPT and Knowledge Graphs - SCOTUS Opinions Part 1

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Learn to create knowledge graphs from Supreme Court decisions, enhancing GPT-3's understanding of legal concepts for improved AI applications in law and research.
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8 Lesons
34 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP 2018 - Learning from-for Knowledge Graphs

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Explore neural network techniques for knowledge graph construction, relation extraction, and embedding refinement in natural language processing.
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10 Lesons
52 minutes
On-Demand
Free-Video
Graham Neubig

CMU Advanced NLP: Information Extraction and Knowledge-Based QA

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Explore advanced NLP techniques for knowledge extraction, relation modeling, and question answering. Learn to leverage embeddings, knowledge graphs, and language models for information retrieval and analysis.
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16 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Databricks

Drug Repurposing Using Deep Learning on Knowledge Graphs

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Explore deep learning on knowledge graphs for drug repurposing, covering graph building, latent relationship prediction, and application to existing drugs for new treatments.
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18 Lesons
29 minutes
On-Demand
Free-Video
Data Science Dojo

Supercharge Your LLM Applications with RAG

0 rewiews
Explore Retrieval-Augmented Generation (RAG) for LLM applications, covering design patterns, knowledge embedding, vector databases, and practical insights for technical architects and business leaders.
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6 Lesons
1 hour
On-Demand
Free-Video
Open Data Science

Search and Discovery in News and Research - Dr. Anju Kambadur

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Explore Bloomberg's AI-driven search and discovery system for financial news, leveraging machine learning and NLP to parse unstructured data and provide valuable insights for clients.
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10 Lesons
42 minutes
On-Demand
Free-Video
BasisTech

ConceptNet: Teaching Machines Common Sense

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ConceptNet: Enhancing machine learning with common sense knowledge. Explores multilingual knowledge graph for natural language understanding, focusing on Japanese data and commercial applications in enterprise feedback management.
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1 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Building Knowledge Graphs

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Explore the power of knowledge graphs in data management, their applications, and strategies for successful implementation in semantic search, recommendation systems, and data fabric.
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1 Lesons
44 minutes
On-Demand
Free-Video
Paul G. Allen School

Learning for Never-before-seen Biomedicine

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Exploring machine learning methods for predicting never-before-seen biomedical scenarios, focusing on novel class and cohort situations using ontologies and multiscale knowledge graphs.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Docker

The GenAI Stack - From Zero to Database-Backed Support Bot

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Build a GenAI support bot using Docker, Neo4j, LangChain, and Ollama. Learn to create vector embeddings, integrate LLMs with knowledge graphs, and develop natural language Q&A systems.
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1 Lesons
56 minutes
On-Demand
Free-Video
Docker

Streamlining Distributed Graph-based LLM and AI Infrastructure with Docker Extension

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Explore graph databases, NebulaGraph, and LLM integration to enhance AI infrastructure. Learn how Docker optimizes development, deployment, and efficiency in AI projects.
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1 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Empowering Open-Source Generative AI by Integrating the Wikidata Knowledge Graph

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Explore integrating Wikidata's open-source knowledge graph into generative AI applications for automated content creation, data augmentation, and semantic analysis, fostering collaborative development.
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1 Lesons
31 minutes
On-Demand
Free-Video
Open Data Science

Generative AI vs AGI - Strengths and Weaknesses of Large Language Models

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Explore AI frontiers with Dr. Ben Goertzel, comparing LLMs to human intelligence and AGI. Learn about integrating LLMs with advanced tools for enhanced analytics and reasoning, and gain insights into AI's future potential and limitations.
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7 Lesons
31 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Graphs with OpenAI and Neo4J - Data Science and Machine Learning

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Explore graph databases using Neo4J, Langchain, and OpenAI for advanced data science and machine learning applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
Valence Labs

Geometric Machine Learning for Molecular Medicine

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Explore geometric machine learning applications in molecular medicine, focusing on AI models for therapeutic science and drug repurposing using knowledge graphs and contextual approaches.
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10 Lesons
37 minutes
On-Demand
Free-Video
Valence Labs

Towards Foundation Models for Knowledge Graph Reasoning

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Explore ULTRA, a novel approach for universal and transferable graph representations in knowledge graph reasoning, enabling zero-shot inductive inference and fine-tuning on unseen graphs.
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7 Lesons
1 hour 24 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

PhD Students Overview - Part 2 - Lecture 3

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Explore the research contributions of Dr. Sheth's past Ph.D. students in this comprehensive overview of their work and achievements.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

PhD Students Work Overview - Part 1 - Lecture 2

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Explore groundbreaking research by Dr. Sheth's former Ph.D. students, gaining insights into innovative AI projects and their impact on the field.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Introduction to Knowledge Graphs and Semantic Technologies - Lecture 1

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Explore foundational concepts in knowledge representation, databases, and semantic technologies. Learn about schema integration and semantic proximity in data management.
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21 Lesons
2 hours 8 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

PhD Dissertation Overview - Lecture 18

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Explore PhD dissertation overviews by Kalpa Gunaratna and Vipula Rawte, gaining insights into their research and findings.
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1 Lesons
21 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs

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Explore deep learning techniques for machinery fault diagnosis using time series analysis and knowledge graphs. Learn data processing, model validation, and ontology modeling for industrial applications.
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20 Lesons
35 minutes
On-Demand
Free-Video
BSidesLV

Building an Enterprise Security Knowledge Graph to Fuel Better Decisions, Faster

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Explore enterprise security knowledge graphs for enhanced decision-making. Learn to leverage data connections, improve threat intelligence, and streamline security operations.
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1 Lesons
59 minutes
On-Demand
Free-Video

Aiding Static Analysis - Discovering Vulnerabilities in Binary Targets through Knowledge Graph

0 rewiews
Explore advanced techniques for vulnerability detection in binary targets using knowledge graphs, static analysis, and specialized tools like Binary Ninja and Kraken.
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32 Lesons
48 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

Getting Clear Text Passwords From An IdP & More

0 rewiews
Explore privilege escalation in Okta, including methods to obtain clear text passwords and impersonate super-admins. Learn about knowledge graphs for trust analysis in vulnerability discovery and research collaboration.
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1 Lesons
33 minutes
On-Demand
Free-Video
Black Hat

When Knowledge Graph Meets TTPs - Automated and Adaptive Executable TTP Intelligence for Security

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Explore automated TTP intelligence for security assessments using knowledge graphs, enhancing breach simulation with adaptive attack chains to evaluate defense capabilities effectively.
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1 Lesons
41 minutes
On-Demand
Free-Video
EuroPython Conference

The Pattern - Machine Learning Natural Language Processing Meets VR/AR

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Explore open-source NLP tools and techniques through three ML pipelines using Redis modules. Learn to build knowledge graphs, deploy BERT Q&A models, and implement text summarization with Google's T5.
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17 Lesons
57 minutes
On-Demand
Free-Video
SF Python

Practical GraphRAG - Making LLMs Smarter with Knowledge Graphs

0 rewiews
Discover how to enhance LLM accuracy using knowledge graphs, exploring GraphRAG implementation with Neo4j and LangChain for improved context-aware AI responses and reduced hallucinations.
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1 Lesons
26 minutes
On-Demand
Free-Video
MLOps.community

The Intersection of Graphs and Large Language Models - AI in Production

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Explore the synergy between graphs and Large Language Models, focusing on Retrieval Augmented Generation Knowledge Graphs and their applications in AI-powered recruitment and ethical hiring practices.
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1 Lesons
15 minutes
On-Demand
Free-Video
MLOps.community

Data Labeling Best Practices for Fine-Tuning LLMs

0 rewiews
Discover best practices for data labeling in LLM fine-tuning. Learn strategies for hiring, data preparation, and managing labelers to enhance AI model performance.
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1 Lesons
13 minutes
On-Demand
Free-Video
Discover AI

Knowledge Graph Adaptive Reasoning with Plan-on-Graph LLM - From Theory to Implementation

0 rewiews
Discover how Plan-on-Graph LLM reasoning enhances knowledge graph integration through adaptive planning, self-correction, and efficient multi-hop reasoning for improved accuracy and transparency in AI decision-making.
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9 Lesons
24 minutes
On-Demand
Free-Video
Discover AI

Decoding on Graphs: Empowering LLMs with Knowledge Graphs Through Well-Formed Chains

0 rewiews
Discover how to enhance LLM capabilities by integrating Knowledge Graphs through the Decoding on Graphs framework, focusing on graph-aware constrained decoding and well-formed reasoning chains.
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9 Lesons
29 minutes
On-Demand
Free-Video
Discover AI

AI-Driven Drug Repurposing: Multi-Agent Approach in Bioinformatics

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Explore how three AI agents work together to revolutionize drug discovery through molecular binding prediction, knowledge graph analysis, and scientific literature mining for faster medical breakthroughs.
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9 Lesons
23 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Machine Learning for E-commerce Product Discovery - Finding a Needle in a Haystack

0 rewiews
Explore machine learning techniques for efficient e-commerce product discovery, addressing challenges and leveraging NLP, image recognition, and knowledge graphs.
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1 Lesons
12 minutes
On-Demand
Free-Video
AllegroGraph

Building a Healthcare and Life Sciences Knowledge Graph with Synthea and ChatGPT

0 rewiews
Explore plug-and-play healthcare Knowledge Graphs and ChatGPT's role in answering questions, generating graphs, and creating medical notes. Learn about entity-event models and AI-human collaboration.
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1 Lesons
28 minutes
On-Demand
Free-Video
AllegroGraph

Neuro-Symbolic AI with AllegroGraph

0 rewiews
Explore Neuro-Symbolic AI's fusion of neural networks and symbolic AI. Learn how AllegroGraph's Knowledge Graph Platform enables complex reasoning and data integration for advanced AI applications.
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1 Lesons
22 minutes
On-Demand
Free-Video
Google Cloud Tech

10 Ways to Use Machine Learning with Google Cloud

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Discover cutting-edge AI advancements in speech transcription, knowledge graphs, and large language models using Google Cloud's AI API portfolio.
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1 Lesons
13 minutes
On-Demand
Free-Video
MLOps.community

Graphs and Language - AI in Production Lightning Talk

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Explore building knowledge graphs with language models and small language models to improve quality. Learn about NLP, recommender systems, and blockchain applications in digital solutions.
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1 Lesons
11 minutes
On-Demand
Free-Video
SAIConference

Towards Neuro-Symbolic AI with Knowledge Graphs and Large Language Models

0 rewiews
Explore the fusion of neuro-symbolic AI, knowledge graphs, and large language models. Learn how combining these approaches can enhance AI systems' factual understanding and decision-making capabilities.
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1 Lesons
26 minutes
On-Demand
Free-Video
Neuro Symbolic

Deductive Reasoning for Cross-Knowledge Graph Entailment - Part 1

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Explore deductive reasoning for cross-knowledge graph entailment, covering inference types, embedding methods, memory networks, and model architecture for AI and machine learning applications.
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12 Lesons
17 minutes
On-Demand
Free-Video
USENIX

KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming

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Innovative strategy for optimizing video feed streaming using knowledge graphs to predict content popularity and improve resource allocation, resulting in reduced bandwidth costs and faster download speeds.
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1 Lesons
21 minutes
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Free-Video
Mervin Praison

Sciphi Triplex: A Cost-Effective Alternative to Microsoft GraphRAG

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Explore Sciphi Triplex: a cost-effective, high-performance alternative to Microsoft's Graph RAG for creating knowledge graphs from unstructured data. Learn setup, implementation, and visualization techniques.
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7 Lesons
11 minutes
On-Demand
Free-Video
Devoxx

How Graph Data Science Can Turbocharge Your Knowledge Graph

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Explore how Graph Data Science enhances Knowledge Graphs, offering powerful insights through centrality algorithms and node embeddings. Learn applications in drug discovery and get started with Neo4j.
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1 Lesons
44 minutes
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Free-Video
Toronto Machine Learning Series (TMLS)

How Knowledge Graphs Help Generative AI Models Answer Questions

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Discover how Knowledge Graphs enhance RAG patterns in LLMs, improving accuracy and relationship mapping for more precise AI responses across finance and healthcare applications.
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1 Lesons
31 minutes
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Free-Video
Data Science Festival

Moving Data Platforms to Knowledge Platforms - From Data Architecture to Enterprise AI

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Discover how knowledge platforms and graphs revolutionize enterprise AI by transforming traditional data architectures into dynamic, context-rich knowledge systems for enhanced data utilization.
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1 Lesons
45 minutes
On-Demand
Free-Video
OpenSource Connections

Building a GenZ Search Application with LLMs - Search and AI Integration for Student Learning

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Discover how Knowunity leverages LLMs to enhance search functionality for Gen Z students, from AI-powered content summarization to intelligent question generation and knowledge graph construction.
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1 Lesons
45 minutes
On-Demand
Free-Video
OpenSource Connections

Vector Search for Clinical Decisions

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Explore EBSCO's journey in implementing vector search for clinical decision support, addressing challenges in precision and recall for complex medical queries.
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1 Lesons
47 minutes
On-Demand
Free-Video
Data Science Festival

Embrace Complexity: Building Your Organization's Knowledge Graph

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Discover how knowledge graphs can revolutionize organizational data management and supercharge AI programs through real-world insights and architectural strategies.
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1 Lesons
36 minutes
On-Demand
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Data Science Festival

The Power of Knowledge Graphs and AI - A New Era for Developers and Data Scientists

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Explore Knowledge Graphs and AI: Learn technical aspects, real-world applications, and future trends. Discover how to leverage these technologies for data harmonization and inference.
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1 Lesons
41 minutes
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GAIA

Retrieval Augmented Generation for Threat Intelligence

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Explore how Recorded Future built a retrieval augmented generation system using LLMs as an interface to their threat intelligence graph, addressing challenges in real-time data leveraging, reliability, and speed.
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1 Lesons
30 minutes
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Free-Video