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Yuhong Sun
2023-06-11 23:35:31 -07:00
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## 💃 Features ## 💃 Features
* Direct QA powered by Generative AI models with answers backed by quotes and source links. * Direct QA powered by Generative AI models with answers backed by quotes and source links.
* Intelligent Document Retrieval (Semantic Search/Reranking) using the latest LLMs. * Intelligent Document Retrieval (Semantic Search/Reranking) using the latest LLMs.
* An AI Helper backed by a custom Deep Learning model to interpret user intent.
* User authentication with document level access management. * User authentication with document level access management.
* Connectors to Slack, GitHub, GoogleDrive, Confluence, local files, and web scrapping, with more to come.
* Management Dashboard to manage connectors and set up features such as live update fetching. * Management Dashboard to manage connectors and set up features such as live update fetching.
* Connectors to Slack, GitHub, GoogleDrive, Confluence, and Web scrapping, with more to come.
* One line Docker Compose deployment of all services to host Danswer anywhere. * One line Docker Compose deployment of all services to host Danswer anywhere.
## Upcoming ## Upcoming
* Chat/Conversation support. * Chat/Conversation support.
* Support for custom endpoints for Generative AI models or even self-host options. * Support custom endpoints for Generative AI models or even self-host options.
* Custom Deep Learning NLP model to classify user intent to customize prompts for code generation, summarization, etc.
* Templates to easily build custom connectors. * Templates to easily build custom connectors.
* Personalized search