Airweave

What is Airweave?

Airweave is an open-source context retrieval platform designed to empower agents with fast, accurate access to information across enterprise apps, databases, and document stores. Rather than relying on inefficient API chaining or hallucinated responses, Airweave establishes a unified searchable knowledge base by connecting to any data source—whether SaaS applications, internal APIs, or cloud databases—and makes information instantly accessible through semantic search. The platform handles the complete data pipeline including authentication, extraction, indexing, and real-time synchronization, enabling teams to deploy agent-ready knowledge in minutes rather than months. With its open architecture, multi-framework compatibility, and flexible deployment options, Airweave eliminates traditional integration complexity while maintaining data security and control.

Key Features

• Multi-Source Data Connectivity

  Connect to over 20 prebuilt integrations spanning SaaS platforms, databases, and APIs through OAuth2, API keys, or database credentials without custom code.

• Semantic & Contextual Search

  Advanced search capabilities including semantic, keyword, hybrid, and time-aware queries that understand intent and complex relationships within data.

• Real-time Data Synchronization

  Automated sync with configurable schedules and change detection through content hashing ensures agents always access current information.

• Framework Agnostic Integration

  Seamless compatibility with popular agent frameworks like LangChain, Composio, and Pipedream via REST API or MCP protocol for rapid deployment.

• Enterprise-Grade Security

  White-labeled multi-tenant support with OAuth2 integration, role-based access control (RBAC), and flexible deployment including on-premise and SSO options.

• Open Source with Community-Driven Development

  Fully transparent codebase built on open-source principles with active community contributions and customization capabilities.

Use Cases

• Customer Support Automation : Enable support agents to instantly retrieve customer data, history, and solutions from CRM, email, knowledge bases, and chat platforms in real-time.
• Enterprise Data Analysis : Aggregate insights and metrics from fragmented databases and cloud storage systems for comprehensive reporting and business intelligence.
• Internal Knowledge Management : Allow agents to efficiently search across documentation, wikis, internal policies, and project data to provide accurate answers to employee queries.
• Product Development Workflows : Empower development teams to build intelligent features that leverage data from task management tools, repositories, and documentation systems.
• Multi-Tenant SaaS Integration : Enable SaaS platforms to offer custom agent capabilities to clients with secure, isolated data handling across multiple user accounts.

FAQs