LinkedIn's Skills Graph: Paving the Way for the Skills-First Economy with AI and Ontology
#ai #datascience #futureofwork #skills #knowledgegraph #linkedin #dataengineering #linkedinai
https://hackernoon.com/linkedins-skills-graph-paving-the-way-for-the-skills-first-economy-with-ai-and-ontology
#ai #datascience #futureofwork #skills #knowledgegraph #linkedin #dataengineering #linkedinai
https://hackernoon.com/linkedins-skills-graph-paving-the-way-for-the-skills-first-economy-with-ai-and-ontology
Hackernoon
LinkedIn's Skills Graph: Paving the Way for the Skills-First Economy with AI and Ontology | HackerNoon
What is a skills-based economy and how is LinkedIn moving from vision to implementation? There’s AI, taxonomy and ontology involved in building the Skills Graph
How to Use Knowledge Graphs for Retrieval-Augmented Generation—Without a Graph DB
#knowledgegraph #retrievalaugmentedgeneration #whatisrag #astradb #datastax #goodcompany #llmgraphtransformer #subknowledgegraphs #hackernoones #hackernoonhi #hackernoonzh #hackernoonfr #hackernoonbn #hackernoonru #hackernoonvi #hackernoonpt #hackernoonja #hackernoonde #hackernoonko #hackernoontr
https://hackernoon.com/how-to-use-knowledge-graphs-for-retrieval-augmented-generationwithout-a-graph-db
#knowledgegraph #retrievalaugmentedgeneration #whatisrag #astradb #datastax #goodcompany #llmgraphtransformer #subknowledgegraphs #hackernoones #hackernoonhi #hackernoonzh #hackernoonfr #hackernoonbn #hackernoonru #hackernoonvi #hackernoonpt #hackernoonja #hackernoonde #hackernoonko #hackernoontr
https://hackernoon.com/how-to-use-knowledge-graphs-for-retrieval-augmented-generationwithout-a-graph-db
Hackernoon
How to Use Knowledge Graphs for Retrieval-Augmented Generation—Without a Graph DB
This post explores the use of knowledge graphs for RAG, using DataStax Astra DB for storage. The code for the examples is in this notebook using some prototype
The Power of Universal Semantic Layers: Insights from Cube Co-founder Artyom Keydunov
#analytics #businessintelligence #datamodeling #dataintegration #knowledgegraph #universalsemanticlayer #datavisualization #datawarehouses
https://hackernoon.com/the-power-of-universal-semantic-layers-insights-from-cube-co-founder-artyom-keydunov
#analytics #businessintelligence #datamodeling #dataintegration #knowledgegraph #universalsemanticlayer #datavisualization #datawarehouses
https://hackernoon.com/the-power-of-universal-semantic-layers-insights-from-cube-co-founder-artyom-keydunov
Hackernoon
The Power of Universal Semantic Layers: Insights from Cube Co-founder Artyom Keydunov | HackerNoon
What is a universal semantic layer, and how is it different from a semantic layer? Is there actual semantics involved? Who uses that, how, and what for?
Exploring Graph RAG: Enhancing Data Access and Evaluation Techniques
#generativeai #ragarchitecture #knowledgegraph #aitopstory #aiapplications #llms #datascience #graphrag
https://hackernoon.com/exploring-graph-rag-enhancing-data-access-and-evaluation-techniques
#generativeai #ragarchitecture #knowledgegraph #aitopstory #aiapplications #llms #datascience #graphrag
https://hackernoon.com/exploring-graph-rag-enhancing-data-access-and-evaluation-techniques
Hackernoon
Exploring Graph RAG: Enhancing Data Access and Evaluation Techniques
What is Graph RAG, what can it do, and how do you evaluate it?
New GraphAcademy Course: Transform Unstructured Data into Knowledge Graphs with LLMs and Python
#pythonprogramming #knowledgegraph #graphrag #neo4j #graphdatastructures #newgraphacademycourse #buildingknowledgegraphs #goodcompany
https://hackernoon.com/new-graphacademy-course-transform-unstructured-data-into-knowledge-graphs-with-llms-and-python
#pythonprogramming #knowledgegraph #graphrag #neo4j #graphdatastructures #newgraphacademycourse #buildingknowledgegraphs #goodcompany
https://hackernoon.com/new-graphacademy-course-transform-unstructured-data-into-knowledge-graphs-with-llms-and-python
Hackernoon
New GraphAcademy Course: Transform Unstructured Data into Knowledge Graphs with LLMs and Python
Learn how to use GenAI, LLMs, and Python to convert unstructured data into graphs
Unlocking Precision in RAG Applications: Harnessing Knowledge Graphs with Neo4j and LangChain
#retrievalaugmentedgeneration #knowledgegraph #graphrag #ragapplications #neo4j #llmgraphtransformer #langchain #goodcompany
https://hackernoon.com/unlocking-precision-in-rag-applications-harnessing-knowledge-graphs-with-neo4j-and-langchain
#retrievalaugmentedgeneration #knowledgegraph #graphrag #ragapplications #neo4j #llmgraphtransformer #langchain #goodcompany
https://hackernoon.com/unlocking-precision-in-rag-applications-harnessing-knowledge-graphs-with-neo4j-and-langchain
Hackernoon
Unlocking Precision in RAG Applications: Harnessing Knowledge Graphs with Neo4j and LangChain
Explore a practical guide for constructing and retrieving information from knowledge graphs in RAG applications with Neo4j and LangChain.
Enhancing RAG with Knowledge Graphs: Integrating Llama 3.1, NVIDIA NIM, and LangChain for Dynamic AI
#knowledgegraph #retrievalaugmentedgeneration #llama31 #nvidianim #neo4j #langchain #graphbasedllmagent #goodcompany
https://hackernoon.com/enhancing-rag-with-knowledge-graphs-integrating-llama-31-nvidia-nim-and-langchain-for-dynamic-ai
#knowledgegraph #retrievalaugmentedgeneration #llama31 #nvidianim #neo4j #langchain #graphbasedllmagent #goodcompany
https://hackernoon.com/enhancing-rag-with-knowledge-graphs-integrating-llama-31-nvidia-nim-and-langchain-for-dynamic-ai
Hackernoon
Enhancing RAG with Knowledge Graphs: Integrating Llama 3.1, NVIDIA NIM, and LangChain for Dynamic AI
Use Llama 3.1 native function-calling capabilities to retrieve structured data from a knowledge graph to power your RAG applications.
Building Knowledge Graphs for RAG: Exploring GraphRAG with Neo4j and LangChain
#graphrag #retrievalaugmentedgeneration #knowledgegraph #neo4j #langchain #llms #llmgraphtransformer #goodcompany
https://hackernoon.com/building-knowledge-graphs-for-rag-exploring-graphrag-with-neo4j-and-langchain
#graphrag #retrievalaugmentedgeneration #knowledgegraph #neo4j #langchain #llms #llmgraphtransformer #goodcompany
https://hackernoon.com/building-knowledge-graphs-for-rag-exploring-graphrag-with-neo4j-and-langchain
Hackernoon
Building Knowledge Graphs for RAG: Exploring GraphRAG with Neo4j and LangChain
Combine text extraction, network analysis, and LLM prompting and summarization for improved RAG accuracy.
Beyond Text Embeddings: Addressing the Gaps in RAG Applications for Structured Data Queries
#ragapplications #ai #neo4j #textembeddings #structureddataqueries #knowledgegraph #dataretrieval #goodcompany
https://hackernoon.com/beyond-text-embeddings-addressing-the-gaps-in-rag-applications-for-structured-data-queries
#ragapplications #ai #neo4j #textembeddings #structureddataqueries #knowledgegraph #dataretrieval #goodcompany
https://hackernoon.com/beyond-text-embeddings-addressing-the-gaps-in-rag-applications-for-structured-data-queries
Hackernoon
Beyond Text Embeddings: Addressing the Gaps in RAG Applications for Structured Data Queries
Discover the limits of text embeddings in RAG applications and explore how knowledge graphs handle structured data for accurate information retrieval.
Building a Hybrid RAG Agent with Neo4j Graphs and Milvus Vector Search
#vectorsearch #graphrag #hybridrag #milvus #langchain #llm #knowledgegraph #goodcompany
https://hackernoon.com/building-a-hybrid-rag-agent-with-neo4j-graphs-and-milvus-vector-search
#vectorsearch #graphrag #hybridrag #milvus #langchain #llm #knowledgegraph #goodcompany
https://hackernoon.com/building-a-hybrid-rag-agent-with-neo4j-graphs-and-milvus-vector-search
Hackernoon
Building a Hybrid RAG Agent with Neo4j Graphs and Milvus Vector Search
Build a Graph-RAG agent using Neo4j and Milvus to combine graph and vector search, delivering accurate, context-rich answers to complex queries.