Knowledge Graphs make LLMs less dumb
For developers, builders, AI enthusiasts, and anyone looking to advancing the capabilities of LLMs using Knowledge Graphs.
📅 Date: August 9th, 2024
⏰ Time: 7:30 PM IST | 7:00 AM PST
📍 Location: Zoom Webinar (link to be provided)
Agenda 📝
In the era of big data, large language models (LLMs) have become crucial for tasks like question answering, document analysis, and chatbot development. However, traditional LLMs often struggle with factual accuracy, reasoning, and handling complex information.
This talk introduces GraphRAG, an innovative technique that harnesses the power of knowledge graphs to enhance LLMs. We'll explore:
Limitations of traditional LLMs and vector-only RAG approaches
How GraphRAG bridges these gaps
The use of enterprise data to equip LLMs with a deeper understanding of the world
Improvements in accuracy, reasoning abilities, and complex information handling
We'll dive into the exciting world of GraphRAG, showcasing its potential to revolutionize various fields. The presentation will include real-world applications and case studies using the SEC EDGAR dataset, demonstrating the advantages of GraphRAG over vector-only approaches.
🎤 Speaker
Siddhant Agarwal - DevRel Lead APAC - Neo4j
💫 What to Expect
An hour of cutting-edge AI technology insights
In-depth exploration of GraphRAG and its applications
Real-world case studies and practical demonstrations
Opportunity to learn how to significantly improve AI system performance and accuracy
Who Should Attend
AI and Machine Learning practitioners
Data scientists and analysts
Software developers working with LLMs
Researchers in NLP and knowledge representation
Business professionals interested in advanced AI applications
Don't miss this opportunity to learn about the future of AI and how GraphRAG is set to revolutionize the field of large language models!