Real-time web search
Search the live web for up-to-date context so LLMs can reason with recent information instead of relying only on static training data.
Octen
Octen is a search infrastructure for AI apps needing live web context, structured answers, and retrieval tools via API, SDKs, Skills, MCP, and CLI.
Overview
Octen is a search infrastructure product for AI applications that need current web information. Its site positions the platform as a foundation for agents, copilots, and chatbots that must retrieve live context quickly and reliably.
The homepage highlights several connected tools: Web Search API, Broad Search, Answer, Deep Research, Multimodal Chat, Extract, Embedding, and Model Gateway. The common thread is retrieval for AI workflows, with support for structured outputs, multimodal inputs, and direct use in agentic systems.
Core capabilities
Answer generation
Return structured answers assembled from multiple queries, rather than a single keyword result list, for workflows that need synthesized output.
Broad search
Break a request into multiple sub-queries and run them concurrently for broader coverage across related topics.
Multimodal retrieval
Process text, images, and videos together in search and chat workflows, which supports multimodal retrieval beyond plain text.
Page extraction
Extract clean markdown from URLs with intent-focused highlights and page classification for downstream processing.
Multiple access paths
Access search, extract, and related tools through API, SDKs, Skills, MCP, or CLI, depending on the environment where the agent runs.
Common use cases
Powering real-time assistant responses
Use Octen when an AI assistant needs current information from the web before it responds, such as recent news, updated product details, or live reference material.
Structured research workflows
Use Broad Search or Answer when a request needs multiple sub-queries or a structured synthesis instead of a single search result page.
Multimodal retrieval and chat
Use Multimodal Chat and the image/video search capabilities when a workflow depends on text plus visual material from the live web.
Content extraction for agents
Use Extract when your application needs clean markdown and page classification from a URL before passing content into downstream prompts or pipelines.
Agent and developer integration
Use the API Platform with Skills, MCP, or CLI when you want to wire Octen into development tools and agent environments already in use.
Pros and Cons
Pros
- Designed around real-time web context for AI agents and chat experiences.
- Offers multiple retrieval-oriented tools rather than a single search endpoint.
- Supports structured answers, deep research, and multimodal workflows.
- Provides several access paths, including API, SDKs, Skills, MCP, and CLI.
Cons
- Detailed public documentation for the platform pages was not included in the provided source, so setup and output formats cannot be fully verified here.
- Pricing, plan limits, and integration specifics are not shown in the collected text.
FAQ
What is Octen used for?
Octen provides a search infrastructure for AI applications, with products such as Web Search API, Broad Search, Answer, Deep Research, Multimodal Chat, and retrieval tools like Extract and Embedding.
Who is Octen for?
The site says Octen is built for AI Agents, Copilots, and Chatbots that need real-time web context and structured retrieval.
How do you get started with Octen?
The homepage says you can start by creating an account, getting an API key, making your first request, and then connecting it to your agent through API, SDKs, Skills, MCP, or the CLI.
What can you build with Octen?
The rendered content highlights live web search, structured answers, deep research, multimodal chat, page extraction, and embedding tools, but the public source provided here does not include detailed API reference pages for each workflow.
Quick Facts
- Category
- Search infrastructure for AI
- Primary users
- AI agents, copilots, and chatbots
- Core workflow
- Live web search, answer generation, extraction, and retrieval
- Access methods
- API, SDKs, Skills, MCP, CLI
- Website
- octen.ai
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