This is the Linux app named rag-search whose latest release can be downloaded as rag-searchsourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named rag-search with OnWorks for free.
Follow these instructions in order to run this app:
- 1. Downloaded this application in your PC.
- 2. Enter in our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 3. Upload this application in such filemanager.
- 4. Start the OnWorks Linux online or Windows online emulator or MACOS online emulator from this website.
- 5. From the OnWorks Linux OS you have just started, goto our file manager https://www.onworks.net/myfiles.php?username=XXXXX with the username that you want.
- 6. Download the application, install it and run it.
SCREENSHOTS:
rag-search
DESCRIPTION:
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 supports configurable filtering, scoring thresholds, and reranking options, allowing developers to fine-tune retrieval quality. Its architecture is modular, separating handlers, services, and utilities to support customization and extension. Overall, rag-search serves as a practical starter backend for teams building AI search or question-answering applications on their own data.
Features
- FastAPI-based RAG backend service
- Vector database integration for semantic retrieval
- Configurable reranking and filtering controls
- Support for external web search providers
- Token-based API authentication
- Modular Python service architecture
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/rag-search.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.