A Triple Store RAG Retriever

Learn how Semantic Partners used Ontotext GraphDB’s vector capabilities to build a simple RAG retriever over a Knowledge Graph, using open, offline LLM models

Technology May 29, 2024 11 mins. read Matteo Casu

Okay, RAG… We Have a Problem

We compare how the different Graph RAG patterns can address the problem of lacking background knowledge that the naive “chunky” RAG hits, including the use of NLQ and external context derived from Wikidata via entity linking

Technology April 26, 2024 12 mins. read Neli Hateva

The Superpowers of Ontotext’s Relation and Event Detector

Ontotext’s latest solution demonstrator transforms raw news content into actionable data for events impact assessment and risk and opportunity detection.

Technology February 26, 2024 10 mins. read Peio PopovMila MutafchievaMila Mutafchieva

Enhancing Knowledge Discovery: Implementing Retrieval Augmented Generation with Ontotext Technologies

Learn how to index complex data in vector representation, develop smart information retrieval systems and construct a conversational interface to power data exploration and discovery.

Technology February 21, 2024 11 mins. read Krasimira Bozhanova

Common English Entity Linking: Linking Text to Knowledge Quickly and Efficiently

Introducing Ontotext CEEL – our new entity linking offering that streamlines the process of connecting mentions to the global knowledge of Wikidata. Discover how its speed and accuracy redefine large-scale data extraction, providing unparalleled efficiency.

Technology February 16, 2024 9 mins. read Filip Dimitrov