Danswer (Onyx AI) - Open Source Enterprise Search AI

Basic Information

• Product Name: Danswer (renamed to Onyx AI)
• Development Company: Onyx (formerly Danswer)
• Country/Region: USA
• Official Website: https://onyx.app/
• GitHub: https://github.com/onyx-dot-io/onyx
• Type: Open Source Enterprise Search and AI Assistant Platform
• License: MIT (Community Edition)
• Status: Renamed from Danswer to Onyx AI

Product Description

Onyx AI (formerly Danswer) is an open-source enterprise search and AI assistant platform designed to provide organizations with a natural language interface to access internal knowledge, documents, applications, and workflows. It unifies knowledge scattered across various tools (such as Google Drive, Slack, Salesforce, etc.) into a single search/chat interface, allowing users to query in natural language and leveraging GenAI to help users digest and utilize content.

Core Features/Characteristics

• Unified Search Interface: Unified search and chat interface across 40+ applications
• Extensive Application Integration: 40+ integrations including Asana, Atlassian Confluence, Google Drive, GitHub, Slack, Microsoft Teams, Zendesk, etc.
• Natural Language Query: Ask questions in natural language to get answers based on internal knowledge
• GenAI Content Summarization: Use generative AI to help users understand and digest retrieved content
• Advanced Vector Search: Supports team-specific terminology, custom enhancement and decay functions
• Multi-Vector Embedding: Supports multiple vector embeddings per document
• Vespa-Based Search Engine: Uses Vespa as the underlying search infrastructure

Business Model

• Community Edition: MIT license, free and open source
• Enterprise Edition: Additional enterprise features and technical support
• SSO and access control
• Audit logs
• Priority technical support
• Advanced analytics

Target Users

• Knowledge management teams in medium to large enterprises
• Organizations needing unified search across multiple internal tools
• IT teams and DevOps engineers
• Customer support and sales teams
• Employees needing quick access to enterprise knowledge

Competitive Advantages

• 40+ application integrations, covering mainstream enterprise tools
• MIT open-source license, completely free for the community edition
• Powerful search capabilities based on Vespa
• Natural language interaction, lowering the barrier to entry
• Enterprise-grade security and permission controls

Comparison with Competitors

Relationship with OpenClaw Ecosystem

Danswer/Onyx AI's enterprise search capabilities provide a reference architecture for OpenClaw to connect internal enterprise knowledge. The OpenClaw personal agent can learn from Danswer's multi-data source integration approach to unify access to user knowledge and data across various tools. Danswer's natural language search capabilities can also enhance the knowledge retrieval effectiveness of OpenClaw agents.