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Knowledge allows agents and teams to reference external information, enabling accurate and relevant responses beyond the model’s training data. Common use cases include company documentation (HR policies, product specs), database schemas for text-to-SQL, FAQ databases, and any domain-specific information your agents need.

Getting Started

Create a knowledge-powered agent in minutes

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Use With Agents and Teams

Knowledge with Agents

Give single agents searchable domain knowledge

Knowledge with Teams

Coordinate distributed knowledge across team members

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Concepts

Vector DB

Store and search vector embeddings

Content DB

Track and manage knowledge contents

Search & Retrieval

Vector, keyword, and hybrid search strategies

Filtering

Filter search results by metadata

Readers

Read content from various sources

Chunkers

Break content into searchable chunks

Embedders

Convert text to vector embeddings

Protocol

Load content from remote sources