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<h2 align="center">
<a href="https://docs.danswer.dev/"> <img width="50%" src="https://github.com/danswer-owners/danswer/blob/2ab726386205efd00ff6806f67a1abdaf607d632/DanswerWithName.png?raw=true)" /></a>
<a href="https://docs.danswer.dev/"> <img width="50%" src="https://github.com/danswer-owners/danswer/blob/1fabd9372d66cd54238847197c33f091a724803b/DanswerWithName.png?raw=true)" /></a>
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[Danswer](https://docs.danswer.dev/) allows you to ask natural language questions against internal documents and get back reliable answers backed by quotes and references from the source material so that you can always trust what you get back. You can connect to a number of common tools such as Slack, Google Drive, and Confluent, among others.
[Danswer](https://docs.danswer.dev/) allows you to ask natural language questions against internal documents and get back reliable answers backed by quotes and references from the source material so that you can always trust what you get back. You can connect to a number of common tools such as Slack, GitHub, Google Drive, among others.
## 💃 Features
* Direct Question Answering on internal documents
* Semantic Search with reranking to fetch the most relevant documents
* Connectors to Google Drive, Slack, Web (through scraping)
* Filter by source (Slack, Google Drive, etc)
* 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.
* Connectors to Slack, GitHub, GoogleDrive, Web scrapping, with more to come.
* Management Dashboard to manage connectors and set up features such as live update fetching.
* One line Docker Compose deployment of all services to host Danswer anywhere.
## Upcoming
* Permissioning for document access management
* Options for more secure or self-hosting generative LLM
* More connectors and easy way to contribute community connectors
* Support for other vector DBs (with no particular prioritization: Weaviate, Pinecone, Milvus, Vespa)
* Extend current user Auth flows to support document level access management.
* Support for 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.