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Retrieval-Augmented Generation (RAG) is a technique that grants generative artificial intelligence models information retrieval capabilities. It modifies interactions with a large language model (LLM) so that the model responds to user queries with reference to a specified set of documents, using this information to augment information drawn from its own vast, static training data.
In knowledge representation and reasoning, a knowledge graph is a knowledge base that uses a graph-structured data model or topology to represent and operate on data. Knowledge graphs are often used to store interlinked descriptions of entities – objects, events, situations or abstract concepts – while also encoding the free-form semantics ...
English: Diagram illustrating the two principle phases of GraphRAG with a knowledge graph with selectable access patterns for unstructured, structured and mixed data. Indexing Phase, knowledge graph construction: a) Documents (unstructured data) are transformed into a lexical graph with hiearchical levels of detail and cross-document topical ...
"Steel Guitar Rag" is the seminal Western swing instrumental credited with popularizing the steel guitar as an integral instrument in a Western band. [ 2 ] [ 3 ] [ 4 ] Written by Leon McAuliffe , it was first recorded by Bob Wills and The Texas Playboys in 1936.
ASCII tab is a text file format used for writing guitar, bass guitar and drum tabulatures (a form of musical notation) that uses plain ASCII numbers, letters and symbols. It is the only widespread file format for representing tabulature, and is extensively used for disseminating tabulature via the Internet.
In representation learning, knowledge graph embedding (KGE), also referred to as knowledge representation learning (KRL), or multi-relation learning, [1] is a machine learning task of learning a low-dimensional representation of a knowledge graph's entities and relations while preserving their semantic meaning.
In October, 1936, Bob Wills and his Texas Playboys and McAuliffe, performing with a Rickenbacker B–6 lap steel, recorded the remarkably well selling record, "Steel Guitar Rag". [23] Due to the need to have different chords or voicings available, the design of the lap steel and the way it was played underwent continual change as the style ...
NebulaGraph was developed in 2018 by Vesoft Inc. [3] In May 2019, NebulaGraph made free software on GitHub and its alpha version was released same year. [4]In June 2020, NebulaGraph raised $8M in a series pre-A funding round led by Redpoint China Ventures and Matrix Partners China.