SimplyRetrieve
Lightweight Retrieval-Centric Generative AI platform
SimplyRetrieve is an open-source tool providing a fully localized, lightweight, and user-friendly GUI and API platform for Retrieval-Centric Generation (RCG). It emphasizes privacy and can run on a single GPU while maintaining clear separation between LLM context interpretation and knowledge memorization.
Overall Rating
4.1
156 reviews
Features4.2
Ease of Use4.3
Support3.8
Value4.5
Performance4.2
Company Information
Founded
2019
Headquarters
Tokyo, Japan
Company Size
10,000+ employees
Funding
N/A
Pros
- Completely free and open source
- Strong privacy focus - fully localized
- Lightweight - runs on single GPU
- Novel RCG approach reduces hallucinations
- Active research backing from Kioxia
- Highly customizable architecture
- No cloud dependencies
- Clear separation of LLM roles
Cons
- Limited community support
- Research-oriented rather than production-ready
- Requires technical expertise to deploy
- Limited documentation compared to mainstream tools
Key Highlights
Novel Retrieval-Centric Generation approach
Runs on single GPU (T4, V100, A100)
Complete privacy - fully localized
Research-backed by Kioxia Corporation
100% free and open source
Best Use Cases
Private document analysis
Research and development
Secure enterprise deployments
Academic research projects
Privacy-sensitive applications
Local knowledge base querying
Experimental RAG implementations
Hallucination reduction research
Ready to Compare SimplyRetrieve?
See how SimplyRetrieve stacks up against CustomGPT and other alternatives. Make an informed decision with our detailed comparison.