Danswer Introduction
Danswer is an open-source AI assistant that connects to a company's documents, apps, and people, providing intelligent search and question-answering capabilities.
View MoreWhat is Danswer
Danswer is an open-source workplace search and AI assistant tool that aims to make finding information within an organization faster and easier. It provides a chat interface that can connect to various company tools and documents like Slack, Google Drive, GitHub, and Confluence. Danswer can be deployed on-premise or in the cloud, giving organizations full control over their data. It uses large language models (LLMs) to power its question-answering capabilities while referencing real company sources to avoid hallucinations.
How does Danswer work?
Danswer works by integrating with a company's existing tools and documents through various connectors. It indexes and processes this information, storing it securely within the organization's own infrastructure. When a user asks a question, Danswer uses advanced search techniques and LLMs to find the most relevant information from the indexed data. It then generates an AI-powered response, backed up by references to the original sources. Danswer can be customized with different personas for various use cases and integrated directly into tools like Slack for seamless access. It supports multiple LLM providers, allowing organizations to choose or even self-host their preferred model.
Benefits of Danswer
Using Danswer offers several key benefits to organizations. It significantly reduces the time spent searching for information across various tools and documents. By providing AI-powered answers backed by real sources, it helps prevent misinformation and ensures accuracy. The tool's flexibility in deployment options and LLM choices helps avoid vendor lock-in and allows for complete data control. Integration with existing workflows through Slack and other tools improves adoption and productivity. Additionally, the open-source nature of Danswer allows for customization and transparency, making it a versatile solution for improving knowledge management and information access within organizations.
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