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Airweave

Airweave

Let Agents Search Any App

Website airweave.ai
Overview

What it is

Airweave is an open-source dev tool that lets agents search any app. It connects to apps, databases, or document stores and turns their contents into searchable knowledge bases for agents.

Intent

I need it when

Scale AI agent infrastructure from prototype to production with team collaboration and support

Airweave offers tiered plans scaling from free (10 connections, 50 queries/mo) to Startup ($239/mo with 1000 connections, 5K queries/mo, 10 team members, dedicated Slack support) to Enterprise (unlimited connections, custom limits, priority support).

Build AI agents that retrieve accurate, current information from fragmented enterprise data sources

Airweave acts as a context retrieval layer connecting AI agents to apps, databases, and tools via 50+ prebuilt connectors. Agents query Airweave in natural language and receive grounded, up-to-date answers instantly, eliminating the need to rebuild fragile retrieval pipelines for each agent.

Reduce vendor lock-in and maintain transparency in AI retrieval infrastructure

Airweave is open-source with community-driven improvements, allowing teams to self-host, audit code, and avoid proprietary black-box retrieval systems while maintaining trust and control over data access patterns.

Implement RAG (Retrieval-Augmented Generation) systems without managing complex data integration

Airweave provides real-time data sync from multiple sources, unified search interface with semantic/keyword/hybrid/time-aware search, and framework-friendly integration with LangChain, Composio, and Pipedream. This reduces integration complexity from weeks to minutes.

Ensure AI systems always access current information without manual data refreshes or stale snapshots

Airweave syncs data in real time from connected sources and exposes it through an LLM-friendly interface. Agents always see current information on demand, enabling reliable grounded answers without snapshot staleness.

Drop

Not a fit when

  • User needs real-time data sync from sources Airweave does not support via its 50+ prebuilt connectors
  • Organization requires on-premises deployment without custom Enterprise plan negotiation
  • User needs simple document storage without AI agent integration or retrieval capabilities
  • Team has no AI agents or RAG systems to query the context retrieval layer
  • Budget is extremely constrained and free tier's 50 queries/month and 50K entities/month limits are insufficient
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Pricing

USD0 - USD239 / monthly View pricing