Danswer

What is Danswer?

Danswer is an open-source AI assistant that helps you find information inside your company. It connects to company documents, applications, and HR systems, so you can ask questions in plain English and get answers grounded in citable sources. It uses natural language processing with a hybrid search approach, letting you explore and retrieve data conversationally.

Key characteristics:

• No model lock-in: Choose your own AI model provider.
• Role customization: Responses can be tailored to different roles in your organization.
• Verifiable answers: Responses are grounded in real, citable sources.
• Privacy and control: Self-hosting is available, and sensitive data is not sent to outside companies.
• Slack integration: Supports real-time information discovery directly in Slack.

Who created Danswer?

Danswer was built to boost workplace productivity by speeding up information retrieval. Its founder prefers to remain anonymous. The tool emphasizes data privacy and security, which is why self-hosting is offered as an option.

What is Danswer used for?

• Workplace search: Find information across documents, apps, and HR systems without manual searching.
• Document Q&A: Ask questions about company documents and get answers with sources.
• Integrations: Connects with a wide range of existing applications and HR systems.
• Custom AI personas: Create assistant personalities suited to different teams or roles.
• Real-time discovery: Access current information via Slack or other connected tools.

Who is Danswer for?

• Human Resources professionals
• Data Analysts
• Knowledge Managers
• Research Professionals
• Customer Support staff

Any team that struggles to locate information scattered across company tools can benefit, since Danswer centralizes search into a single natural-language interface.

Getting started

Danswer offers two deployment options:

1. Free community version: Use it at no cost, with the option to self-host for maximum data control.
2. Cloud version: A hosted option for teams that prefer not to manage infrastructure.

Ongoing support is available through various packages. Because Danswer is open-source and model-agnostic, you can evaluate it against your existing stack without committing to a single vendor.