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Overview
Everything you need to build your LLM product
All the data, integrations, and RAG tooling in one stack that just works.
One-Stop Platform
Manages the entire lifecycle of LLM application development, testing, deployment, and operation without the need to piece together multiple systems. Achieving the lowest total cost of ownership (TCO).
Faster, Better and Cheaper Vector Search Engine
Featuring the vector database and search engine that outperforms all other leading vendors with 10X lower query latency, 5X higher query throughput, and 3X lower cost.
AI Native Data and Knowledge Management
An innovative data and knowledge foundation that efficiently manages large-scale, multi-modality unstructured and structured data. Never have to worry about outdated information.
Advanced RAG as Building Blocks
Plug and play with state-of-the-art advanced, modular, agentic RAG and GraphRAG techniques without writing plumbing code.
Fast Iteration with Confidence
With CI/CD-style evaluations, you can confidently make configuration changes to your AI applications without worrying about regressions. Accelerate your iterations and move to production in days, not months.
Enterprise Ready Security
Fine-grained, role-based, and privilege-based access control. Plug into any open source and self-hosted LLMs. Supports private cloud and on-premises deployment.