Artificial intelligence is changing how users discover information. Traditional search systems were designed for documents and keywords. Modern AI agents need something more: structured knowledge, context, relationships, and metadata they can reason over.
That's why we're excited to announce that SuggestAPI is fully enabled and supported for the Open Knowledge Format (OKF).
Google recently introduced the Open Knowledge Format (OKF), an open specification for representing metadata, context, and curated knowledge in a way that both humans and AI agents can understand. The goal is simple: make knowledge portable, interoperable, and agent-ready. (Google Cloud)
At SuggestAPI, we believe search should be the discovery layer for the AI era—and OKF is an important step toward making that possible.
What is OKF?
The Open Knowledge Format is a vendor-neutral standard introduced by Google Cloud for organizing knowledge into structured, machine-readable bundles. Rather than forcing every AI system to invent its own schema, OKF creates a common format for:
- Metadata
- Contextual relationships
- Documentation
- Business semantics
- Agent-readable knowledge graphs
Google describes OKF as a way to formalize the "LLM wiki" pattern into an interoperable format that can be shared between tools, agents, and platforms. (Google Cloud)
In other words:
Schema.org standardized web content. OKF aims to standardize AI knowledge.
Why This Matters for Search
Search is no longer just about matching keywords.
AI agents need to:
- Discover entities
- Understand relationships
- Retrieve contextual information
- Navigate knowledge graphs
- Ground responses in trusted data
This is where SuggestAPI shines.
SuggestAPI already provides:
- Autocomplete and typeahead
- Hybrid keyword + semantic search
- Agentic discovery APIs
- Knowledge graph enrichment
- OpenAPI and UCP-compatible discovery
Adding OKF support means your knowledge can now be exposed in a standard format that AI agents can consume directly. See what we ship in SuggestAPI for the full platform picture.
SuggestAPI + OKF
With SuggestAPI, you can expose curated knowledge as OKF-compatible bundles that AI agents can discover, navigate, and reason over.
SuggestAPI enriches your data with metadata and relationships, then publishes it in a standard format built for agent consumption.
How It Works
- Knowledge is ingested and structured within SuggestAPI.
- Results are enriched with metadata and relationships.
- Knowledge is exposed through OKF bundles.
- AI agents consume the knowledge using open standards.
Learn more on the how it works page.
Why Open Standards Matter
The future of AI is interoperable.
Just as APIs standardized software integration and Schema.org standardized web search, OKF has the potential to become a foundational layer for AI agents and enterprise knowledge systems. Google is already integrating OKF into its Knowledge Catalog and agent ecosystem. (Google Cloud)
Organizations that adopt open knowledge standards today position themselves for:
- Better AI interoperability
- Improved search relevance
- Portable knowledge graphs
- Vendor independence
- Faster agent integration
Built for Agents
SuggestAPI was designed from day one for machine consumption.
Our platform already supports:
- Retrieval-Augmented Generation (RAG)
- Agentic discovery
- Universal Commerce Protocol (UCP)
- OpenAPI-based tools
- Knowledge graph enrichment
OKF support extends this vision by enabling AI agents to discover and understand knowledge in a standardized way.
The Future of Discovery
Search is evolving from documents to knowledge.
Users no longer ask:
Where is the information?
Instead they ask:
What should I do next?
Answering that question requires structured, trusted, and portable knowledge.
That's exactly what OKF provides.
And that's exactly what SuggestAPI is built to deliver.
Get Started
If you use SuggestAPI, your knowledge is ready for the next generation of AI discovery.
Expose your data through open standards.
Accelerate retrieval.
Power intelligent agents.
Welcome to the future of search.
SuggestAPI: Search infrastructure for the AI era.