What is Octen
Octen provides production-ready APIs that connect your AI to the real-time world. Our APIs are purpose-designed for LLMs and agents, delivering the speed, accuracy, and reliability that production AI systems demand. Why Octen?- Built for AI: Every API is designed from the ground up for LLMs and AI agents. Structured outputs, optimized latency, and results ready for model consumption — no parsing or post-processing required.
- Fast enough to feel invisible: Sub-100ms responses mean your AI never keeps users waiting. Real-time search at the speed of thought.
- Production-ready from day one: 1T+ links indexed, millions of QPS capacity. Ship with confidence, scale without worry.
- Powered by SOTA models: Octen’s search and embedding models consistently outperform on corresponding benchmarks. Better search results lead to better AI outputs.
Our APIs
Web Search API
Give your AI the ability to interface the world in real-time. Whether you are building a chatbot that answers current events, a research assistant that finds the latest papers, or an agent specializing in vertical fields, Octen Web Search satisfies your needs.- Fast: The industry’s lowest latency, with search responses as fast as 100ms, enabling high-speed LLM reasoning and agent actions.
- Accurate: Powered by SOTA search models optimized for LLM consumption, delivering highly relevant, hallucination-reduced results.
- Up-to-date: 1T+ indexed pages with 100K+ real-time updates/s across multiple languages, ensuring the freshest and most reliable information.
- Stable: Supports millions of QPS, backed by experienced teams in large-scale search systems.
- LLM-native: Purpose-designed for high-precision retrieval with structured outputs tailored for LLM understanding and reasoning.
- Domain-optimized: Enhanced with specific data and models for finance, academia, healthcare, and legal, making it ideal for building AI applications and agents.
Embedding API
Turn text into high-dimensional vectors that capture semantic meaning. State-of-the-art text embeddings for RAG pipelines, semantic search, retrieval, and clustering. Multiple models available to balance quality and cost.| Model | Dimensions | Best For |
|---|---|---|
| octen-embedding-8b | 4096 | Highest accuracy, critical retrieval tasks |
| octen-embedding-4b | 2560 | Balanced performance, most production workloads |
| octen-embedding-0.6b | 1024 | Cost-sensitive, high-volume applications |
Get Started
Ready to build? Follow these links to start integrating Octen into your AI applications.- Quickstart: Make your first API call in 5 minutes
- API Reference: Full documentation for all endpoints
- Examples: Real-world use cases and code samples