What is SciPhi?
Introducing SciPhi Cloud, powered by R2R, the ultimate solution for Retrieval-Augmented Generation (RAG). With a focus on user authentication, hybrid search capabilities, and advanced RAG techniques, SciPhi Cloud is designed to help developers build, deploy, and optimize RAG applications in production seamlessly. Experience the power of intelligent responses and comprehensive analytics, all while focusing on innovation rather than infrastructure.
What are the features of SciPhi?
- User Authentication and Permissions: Ensure secure access to your applications with built-in user authentication features.
- Hybrid Search: Leverage the power of hybrid search to enhance the retrieval process, combining traditional search methods with advanced vector search.
- Advanced RAG Capabilities: Utilize cutting-edge techniques such as knowledge graphs, multimodal search, and more to create sophisticated RAG pipelines.
- Observability: Gain a 360-degree view of your RAG system's performance with comprehensive analytics and logging, allowing for continuous evaluation and improvement.
- Integration with Leading LLM Providers: Easily integrate with top cloud LLM providers like Vertex AI, OpenAI, and Anthropic Bedrock for enhanced functionality.
- Quickstart Ingestion Support: Ingest a wide range of file types, including plaintext, HTML, DOCX, PDF, images, audio, and video, with ease.
- GraphRAG: Automatically build and index knowledge graphs from proprietary datasets to enhance your RAG pipelines.
What are the characteristics of SciPhi?
- Scalability: R2R is designed to scale horizontally, allowing for seamless performance as your application grows.
- Speed: Experience the fastest bulk ingestion rates, processing over 150,000 tokens per second on a single thread.
- Efficiency: Ingest individual files at over 3 MB/s for PDF files, ensuring quick and efficient data processing.
- Developer-Friendly: With a comprehensive REST API and TypeScript client, developers can focus on building applications without worrying about infrastructure.
What are the use cases of SciPhi?
- User-Facing Applications: Build applications that require user interaction and personalized responses, leveraging the power of RAG.
- Document Management Systems: Create systems that manage and retrieve documents efficiently, providing users with instant AI-powered answers.
- Knowledge Management: Utilize advanced RAG techniques to enhance knowledge management systems, making information retrieval faster and more accurate.
- Multimodal Applications: Develop applications that require the integration of various data types, such as text, images, and audio, to provide a richer user experience.
How to use SciPhi?
To get started with SciPhi Cloud and R2R, follow these steps:
- Sign Up: Create an account on the SciPhi platform.
- Set Up Authentication: Configure user authentication and permissions for your application.
- Ingest Data: Use the quickstart support to ingest your documents and data files.
- Build Your Application: Utilize the REST API and TypeScript client to start building your RAG application.
- Monitor Performance: Use the observability features to track your system's performance and make necessary adjustments.
