Build, deploy, and optimize RAG in production.

What is SciPhi and R2R?

SciPhi Cloud powered by R2R is a platform designed for building, deploying, and optimizing Retrieval-Augmented Generation (RAG) applications in a production-ready environment. It provides developers with tools to create AI applications that integrate vector search, authentication, advanced RAG techniques, and observability.

What are the main features of SciPhi+R2R?

1. Rapid Development: Simplifies the RAG process, allowing developers to focus on their applications instead of infrastructure.

2. TypeScript Support: Offers a seamless development experience with a REST API and TypeScript client for building user-centric RAG applications easily.

3. Advanced RAG Capabilities: Includes cutting-edge techniques such as knowledge graphs, multimodal search, and hybrid search.

4. Robust Observability: Provides analytic insights and comprehensive logging of system performance, allowing for continuous evaluation.

5. Efficient Ingestion: Supports a wide range of file types with the ability to ingest documents quickly, accommodating various formats like PDF, images, videos, and more.

How to use SciPhi+R2R?

To get started, you can utilize the basic setup for RAG as follows:

1. Install the R2R library using pip install r2r.
2. Initialize the R2R client.
3. Ingest your files using the client’s ingestion capabilities. This allows you to query and receive AI-powered answers almost immediately.
4. Use the provided analytics tools to monitor and optimize your application’s performance continuously.

What is the pricing for SciPhi+R2R?

SciPhi offers a free tier for users to explore the capabilities of RAG without initial financial commitment. For additional features and higher usage limits, affordable subscription plans are available.

Helpful Tips for Using SciPhi+R2R

• Leverage Ingestion Speed: Take advantage of R2R's fast ingestion capabilities, particularly its ability to process over 150,000 tokens per second, to enhance your application's responsiveness.

• Explore Advanced Features: Lean into advanced RAG techniques to improve your application's capabilities, such as hybrid search and knowledge graphs, which can enrich user interactions.

• Utilize Analytics: Regularly check the analytics dashboard for insights into query performance and system behavior, and use that data to fine-tune your application.

Frequently Asked Questions

Can I use SciPhi+R2R for free?

Yes, there is a free tier available that allows you to explore features and capabilities without the need for a subscription.

What types of files can I ingest in R2R?

SciPhi+R2R supports a wide range of file types, including plaintext, HTML, DOCX, PDF, image files, audio, and video.

How does SciPhi+R2R compare to other RAG tools?

In comparative analysis, R2R outperforms leading RAG tools like LlamaIndex and Haystack in terms of ingestion speed, scalability, and overall performance.

Is SciPhi+R2R suitable for enterprise-level applications?

Absolutely! With its robust infrastructure and scalability features, SciPhi+R2R is designed to support enterprise-level requirements efficiently.