Danswer: Open Source Unified Search across Company Tools
Summary
By giving Large Language Models access to parse your knowledge base, Danswer can instantly filter through millions of documents to only surface what is relevant.Try for Free Here: https://app.danswer.ai/Weve seen teams use Danswer to improve efficiencies from: Improving turnaround times for support by reducing the time taken to find relevant documentation. Preventing lost engineering time to answering cross-team questions, building duplicate features due to the inability to surface old tickets or code merges, and helping on-call resolve critical issues faster by providing the complete history of an error in one place Self-serving onboarding for new members who dont know where to find information.Danswer is open source. You can hook Danswer up with any LLM of your choice or one in-house if you prefer.Danswer uses the latest methods in information retrieval to make the most of the revolution that is happening in the natural language processing space. Specifically, we use prefix-aware embedding models trained with contrastive loss + BM25 Hybrid Search with reranking options and additional pipeline improvements such as query expansion etc.You can also use Danswer to directly get answers in Slack (MS Teams, Discord to come). Alternatively, you can join our Slack here wed love to hear from you!Were already deployed at some outstanding teams and were looking to accelerate.