Knowledge Graphs Archives - ArangoDB https://arangodb.com/tag/knowledge-graphs/ The database for graph and beyond Mon, 03 Feb 2025 07:25:19 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.1 https://arangodb.com/wp-content/uploads/2023/08/cropped-favicon-32x32.png Knowledge Graphs Archives - ArangoDB https://arangodb.com/tag/knowledge-graphs/ 32 32 Vector Search in ArangoDB: Practical Insights and Hands-On Examples https://arangodb.com/2024/11/vector-search-in-arangodb-practical-insights-and-hands-on-examples/ https://arangodb.com/2024/11/vector-search-in-arangodb-practical-insights-and-hands-on-examples/#respond Mon, 25 Nov 2024 07:03:18 +0000 https://arangodb.com/?p=48774 Vector search is gaining traction as a go-to tool for handling large, unstructured datasets like text, images, and audio. It works by comparing vector embeddings, numerical representations generated by machine learning models, to find items with similar properties. With the integration of Facebook’s FAISS library, ArangoDB brings scalable, high-performance vector search directly into its core,…

The post Vector Search in ArangoDB: Practical Insights and Hands-On Examples appeared first on ArangoDB.

]]> https://arangodb.com/2024/11/vector-search-in-arangodb-practical-insights-and-hands-on-examples/feed/ 0 Some Perspectives on HybridRAG in an ArangoDB World https://arangodb.com/2024/10/some-perspectives-on-hybridrag-in-an-arangodb-world/ https://arangodb.com/2024/10/some-perspectives-on-hybridrag-in-an-arangodb-world/#respond Tue, 08 Oct 2024 05:13:35 +0000 https://arangodb.com/?p=48671 Introduction Graph databases continue to gain momentum, thanks to their knack for handling intricate relationships and context. Developers and tech leaders are seeing the potential of pairing them with the creative strength of large language models (LLMs). This combination is opening the door to more precise, context-aware answers to natural language prompts. That’s where RAG…

The post Some Perspectives on HybridRAG in an ArangoDB World appeared first on ArangoDB.

]]> https://arangodb.com/2024/10/some-perspectives-on-hybridrag-in-an-arangodb-world/feed/ 0 Bridging Knowledge and Language: ArangoDB Empowers Large Language Models for Real-World Applications https://arangodb.com/2023/08/bridging-knowledge-and-language-arangodb-empowers-large-language-models-for-real-world-applications/ https://arangodb.com/2023/08/bridging-knowledge-and-language-arangodb-empowers-large-language-models-for-real-world-applications/#respond Mon, 28 Aug 2023 19:43:48 +0000 https://www.arangodb.com/?p=42786 Understanding Large Language Models (LLMs) and Knowledge Graphs Today, two very different technology concepts have become prominent in data analysis and predictive analytics: Knowledge Graphs and Large Language Models (LLMs). These domains each have their unique benefits, and influence the ways that we engage with and derive meaningful insights from constantly expanding and complex datasets. …

The post Bridging Knowledge and Language: ArangoDB Empowers Large Language Models for Real-World Applications appeared first on ArangoDB.

]]> https://arangodb.com/2023/08/bridging-knowledge-and-language-arangodb-empowers-large-language-models-for-real-world-applications/feed/ 0