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Open Source Unified Search and Gen-AI Chat with your Docs.

Danswer lets you ask questions in natural language and get backanswers based on your team specific documents. Think ChatGPT if it had access to your team's uniqueknowledge. Connects to all common workplace tools such as Slack, Google Drive, Confluence, etc.

Teams have used Danswer to:

• Speedup customer support and escalation turnaround time.
• Improve Engineering efficiency by making documentation and code changelogs easy to find.
• Let sales team get fuller context and faster in preparation for calls.
• Track customer requests and priorities for Product teams.
• Help teams self-serve IT, Onboarding, HR, etc.

Danswer Web App:

Or, plug Danswer into your existing Slack workflows (more integrations to come 😁):

For more details on the Admin UI to manage connectors and users, check out ourFull Video Demo!

Danswer can easily be run locally (even on a laptop) or deployed on a virtual machine with a singledocker compose command. Checkout ourdocs to learn more.

We also have built-in support for deployment on Kubernetes. Files for that can be foundhere.

• Document Search + AI Answers for natural language queries.
• Connectors to all common workplace tools like Google Drive, Confluence, Slack, etc.
• Chat support (think ChatGPT but it has access to your private knowledge sources).
• Create custom AI Assistants with different prompts and backing knowledge sets.
• Slack integration to get answers and search results directly in Slack.

• Best in class Hybrid Search across all sources (BM-25 + prefix aware embedding models).
• User Authentication with document level access management.
• Admin Dashboard to configure connectors, document-sets, access, etc.
• Custom deep learning models + learn from user feedback.
• Connect Danswer with LLM of your choice for a fully airgapped solution.
• Easy deployment and ability to host Danswer anywhere of your choosing.

Efficiently pulls the latest changes from:

• Slack
• GitHub
• Google Drive
• Confluence
• Jira
• Zendesk
• Gmail
• Notion
• Gong
• Slab
• Linear
• Productboard
• Guru
• Bookstack
• Document360
• Sharepoint
• Hubspot
• Local Files
• Websites
• And more ...

• Organizational understanding.
• Ability to locate and suggest experts from your team.
• Code Search
• Structured Query Languages (SQL, Excel formulas, etc.)

Looking to contribute? Please check out theContribution Guide for more details.