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rag-search is a lightweight Retrieval-Augmented Generation API service designed to provide structured semantic search and answer generation through a simple FastAPI backend. The project integrates web search, vector embeddings, and reranking logic to retrieve relevant context before passing it to a language model for response generation. It is built to be easily deployable, requiring only environment configuration and dependency installation to run a functional RAG service. The system...
Paul Graham GPT is a specialized AI-powered search and chat app built on a corpus of essays from Paul Graham, giving users the ability to query and discuss his writings in a conversational way. The repo stores the full text of his essays (chunked), uses embeddings (e.g. via OpenAI embeddings) to allow semantic search over that corpus, and hosts a chat interface that combines retrieval results with LLM-based answering — enabling RAG (retrieval-augmented generation) over a fixed dataset. The...
An open source search engine with RESTFul API and crawlers
OpenSearchServer is a powerful, enterprise-class, search engine program. Using the web user interface, the crawlers (web, file, database, etc.) and the client libraries (REST/API , Ruby, Rails, Node.js, PHP, Perl) you will be able to integrate quickly and easily advanced full-text search capabilities in your application: Full-text with basic semantic, join queries, boolean queries, facet and filter, document (PDF, Office, etc.) indexation, web scrapping,etc. ...
Data migration/conversion library based on STX and XSLT transformation
Infofuze is a Java library and server application that can be used to transform and combine data from various sources into a specific XML or other text output format that can be stored or indexed.
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Quotero was an open source Document Management System (DMS) developed in java. It provides basic document management features and advanced collaborative features such as version control, comments, workflow, etc.
Quotero becomes Kimios.
Please visit https://sourceforge.net/projects/kimios/
Web Site:
http://www.kimios.com
Issues:
http://issues.kimios.com
Wiki:
http://wiki.kimios.com
Document summarization system. By adding document content to system, user queries will generate a summary document containing the available information to the system.
iMeMex is a dataspace management system. iMeMex is a research prototype. The package also provides several useful components for research such as external sorting, B+-trees, inverted indexes, content converters, query operators, and graph indexes.
A Java implementation of a desktop search engine based on Apache Lucene. It indexes HTML-, XML-, OpenOffice- (Writer, Calc, Impress), MS Word-, and PDF- documents as well as plain text files. For other, arbitrary file types the file name can be indexed.
A framework for transferring implicit or tacit knowledge between members of a community. It works by observing the behavior of community members, and providing them with suggestions from other community members based on their past behavior.
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Sabuesonix is a desktop search engine. It can explore your PDF, TXT and HTML files (and more in the future) and create an index for quick documents search.
AASE(Anarchy Advantage Search Engine) is a search engine that reorders search results with base in the habits of its users. By measuring user activity on the search engine result page the search engine constantly improves the search results.
This is the "Eclipse of Web Browsers", a secure social web browsing and multi-user messaging system. You will need to run your own version of mysql. Development is active and we are seeking project leaders. Please email suprasphere___at___gmail.com.
Didaskon will deliver a framework for assembling a curriculum from existing learning objects provided by e-Learning services. The selection of learning objects will be based on the semantically annotated specification of the user's current skills.
DuMP3 is a duplicate and similar file finder. It finds exact duplicate binaries by hash, similar text files by substring content, images (JPG, BMP, GIF, PNG, etc) by color and audio files (MP3, WAV, OGG, etc) by wave data. Future: fonts, video.
PALOMA Suite allows the referencing of learning resources using metadata according to the international IEEE LOM standard, and SCORM, CANCORE and Normetic application profiles. PALOMA Suite contains: PALOMA (Standard), PALOMAWeb and PALOMARepository.
LaptopBase is meant to serve as a database of laptops running linux. The database will embrace a structure that will bond together make, model, problem and solution! - Using/Choosing laptops in linux should be easier!
TR2F goal is to be attributes/tags management system, a sort of web based browser and deal engine.
Features: contacts directory, portfolios, product catalogs, marketplace, and more.
Web feed/attribute viewer/creator/composer/publisher is coming soon...
Set of various network observing and searching services (FTP indexer, SMB indexer, gameserver pinger and history logger, web interface for search and management) mainly for LAN-Parties. Technologies: C#, ASP.NET, IIS, MSSQL, Access, TCPIP
myDbSearcher is a search engine for MySQL Databases. It is written in Java. It scans several tables on different databases. A XMLRPC-Server will give you access to the Index.
Currently it runs on http://www.idowa.de/ueberblick/suche/index_html
InfoSpace is an application which indexes and then allows you to search your personal information space, such as your email, your documents, your music, your videos, your Flickr account, your news feeds, the web pages you've visited and much more.