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MosaicRAG Search Engine Framework

Authors: Holz, Felix; Scharf, Daniel; Nussbaumer, Alexander;

MosaicRAG Search Engine Framework

Abstract

MosaicRAG is a framework that enables developers of search applications to build their own Retrieval-Augmented Generation (RAG) search engine. MosaicRAG uses search results coming from Mosaic or Chroma and allows to define a sequence of RAG processes (e.g. summarisation, re-ranking, chat) on retrieved search results. Such sequences can be stored as search engines for further use. Together with Mosaic it can be used as an out-of-the-box search application or as an underlying technology to create more complex applications based on the index data retrieved from the Open Web Index (OWI) of the OpenWebSearch.EU project. Mosaic is a generic search application that makes index slices searchable that have been retrieved from the Open Web Index of the OpenWebSearch.eu project. Index slices are small or medium sized indices containing web documents related to a certain topic or for a particular purpose. These slices contain various metadata, such as geo-coordinates, topics, and genres of the web documents. More information can be found on https://doi.org/10.5281/zenodo.13790237 The software package (two zip files) contains all source files, as well as build and start scripts. A readme file describes the package, installation, and usage in detail.

Related Organizations
Keywords

Open Web Index, Search Engine Framework, OpenWebSearch.EU

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average