⭐ "GraphRAG will subsume vector-only RAG and emerge as the default RAG architecture for most use cases." ⭐ Philip Rathle explores the powerful impact of GraphRAG—the combination of knowledge graphs + Retrieval Augmented Generation (RAG)— for GenAI in his latest blog post, "The GraphRAG Manifesto.” Learn about: ✔️ The two kinds of knowledge graphs most relevant to GenAI ✔️ How GraphRAG is different from vector-only RAG ✔️ How GraphRAG fits into the GenAI lifecycle ✔️ and finally, find the answer to “Why GraphRAG?” Take a look and get ready to take the next step with GraphRAG.🚀 https://bit.ly/3xSqayJ #GraphRAG #LLM #knowledgegraphs #GenAI #RAG #Neo4j
Neo4j
Software Development
San Mateo, CA 76,256 followers
Leader in Graph Database & Analytics
About us
Neo4j, the Graph Database & Analytics leader, helps organizations find hidden relationships and patterns across billions of data connections deeply, easily, and quickly. Customers leverage the structure of their connected data to reveal new ways of solving their most pressing business problems with Neo4j’s full graph stack and a vibrant community of developers, data scientists, and architects across hundreds of Fortune 500 companies.
- Website
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https://neo4j.com/
External link for Neo4j
- Industry
- Software Development
- Company size
- 501-1,000 employees
- Headquarters
- San Mateo, CA
- Type
- Privately Held
- Founded
- 2007
- Specialties
- Graph Database, NoSQL Database, Native Graph Technology, Graph Platform, Graph Analytics, Cypher, Database, Knowledge Graph, graph visualization, Graph Algorithms, Fraud Detection, Data Lineage, Graph Technology, GenAI, and graph data science
Products
Neo4j Graph Database
Graph Database Software
Neo4j, the Graph Database & Analytics leader, helps organizations find hidden relationships and patterns across billions of data connections deeply, easily, and quickly. Customers leverage the structure of their connected data to reveal new ways of solving their most pressing business problems, with Neo4j’s full graph stack and a vibrant community of developers, data scientists and architects across hundreds of Fortune 500 companies.
Locations
Employees at Neo4j
Updates
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Attention, Devs! The Road to Nodes starts soon with these incredible free, 2 hour, hands-on workshops! If you haven't registered yet, you are on time! https://bit.ly/4drC8it #NODES2024 #Bloom #Neo4j #GenAI #GraphRAG
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Are you ready for a deep dive session into the word of Generative AI? Jeppe Christensen wrote this explanatory blog post where he describes: 🌟The history of Generative AI 🌟The ChatGPT phenomenon 🌟The difference with traditional Artificial Intelligence 🌟Benefits, uses, and challenges It's a must-read! Take a look: https://bit.ly/3Xrjkdj #GenAI #Llms #ChatGPT
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Transform your PDF documents into dynamic knowledge graphs with Neo4j! Morgan Senechal and Niels de Jong gave a great live demo worth re-watching! More about Neo4j GenAI: https://bit.ly/3TmKsIQ #Neo4j #KnowledgeGraph #LLMs
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⏰ It's time to develop GenAI apps that your organization can rely on! During this 30-minute webinar you'll learn: -The main features of the Neo4j graph database that set it apart -How knowledge graphs ground #LLMs in company-specific data -Why native vector search is crucial -Integrating #Neo4j with ecosystem tools like LangChain, LlamaIndex, #haystack, and Ollama. Join Zachary Blumenfeld! Asia Pacific: https://bit.ly/4d43F8J Europe: https://bit.ly/3Z2RWUt Americas: https://bit.ly/4g8aZTh
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"GraphRAG: The Marriage of Knowledge Graphs and RAG"❤️ was presented by Emil Eifrem during June's AI Engineer World's Fair. ✔️ Definition ✔️ Benefits (accuracy, easier development, explainability) ✔️ and a DEMO of our knowledge graph builder 🌸 (don't miss the wow! moment of this session!) Thank you to The AI Engineer World's Fair team for sharing Emil's talk! #GraphRAG #KnowledgeGraphs #graphdatabase #Neo4j
GraphRAG: The Marriage of Knowledge Graphs and RAG: Emil Eifrem
https://www.youtube.com/
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We are so happy that #GoingMeta is back! ❤️ Join Jesús Barrasa next week for the first episode of season 2! Let's discuss #knowledgegraph #AI and #GraphRAG!
Going Meta - S02 Ep 01: Continuing the Journey in AI and Knowledge Graph | LinkedIn
linkedin.com
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Jim Webber wrote this interesting article where he compares RDF - from the original 1990s Semantic Web research - vs. the property graph model from the modern graph database. ✔️ What is each ✔️ Challenges ✔️ Advantages and use cases. Take a look! https://bit.ly/4g0pgkT #KnowledgeGraphs #Neo4j
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⭐ Neo4j Live: Enhancing text2cypher with In-Context Learning & Fine-Tuning Discover how to elevate text2cypher by advancing Cypher query generation through Large Language Models (LLMs). We'll explore the nuances of In-Context Learning, including few-shot learning and dynamic prompting with LangChain. Additionally, we'll dive into fine-tuning techniques, such as PEFT and LoRA, to guide you through dataset preparation and fine-tuning with Unsloth. This session is ideal for refining LLMs for precise and efficient data retrieval in Neo4j. Guest: Geraldus Wilsen LinkedIn https://lnkd.in/dkK9zgTd YouTube https://lnkd.in/dcmUpwXU
Neo4j Live: Enhancing text2cypher with In-Context Learning & Fine-Tuning
www.linkedin.com
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Next week, we start the second round of this amazing #GraphSummit2024 tour! 🗽 September 5 in NYC with Emil Eifrem's opening keynote, followed by Sudhir Hasbe's updates on our latest innovation, insightful customer stories, panel discussions, a deep dive on #ElectionGraph, and impressive workshops. 📝 Psst...You are on time to check the agenda and register! https://bit.ly/4djCV4T ➡️ Following this one: San Francisco, September 25: https://bit.ly/4fLguqY Minneapolis, October 2: https://bit.ly/4dnNVOv Government - Washington DC, October 9: https://bit.ly/4fDpazD Discover - learn - network 🤝 - Join us! #Neo4j #GenAI #llms #knowledgegraphs #graphdatabase