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	Update annotation docs for website (#505)
* update annotation docs for website * add md file for docs * add user manual
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| # Haystack Annotation Tool | ||||
| # Annotation Tool | ||||
| 
 | ||||
| This document describes setting up the Haystack Annotation Tool with the publicly available Docker Images. Alternatively, | ||||
| a hosted version of the tool is available at https://annotate.deepset.ai/login. | ||||
| - Create labels with different techniques: Come up with questions (+ answers) while reading passages (SQuAD style) or have a set of predefined questions and look for answers in the document (~ Natural Questions). | ||||
| - Structure your work via organizations, projects, users | ||||
| - Upload your documents or import labels from an existing SQuAD-style dataset | ||||
| - Export your labels in SQuAD Format | ||||
| 
 | ||||
|  | ||||
| 
 | ||||
| # Hosted version | ||||
|  Signup here: [Haystack Annotation Tool](https://annotate.deepset.ai/login) | ||||
| 
 | ||||
| # Setup Annotation Tool with Docker | ||||
| # Local version  (Docker) | ||||
| 
 | ||||
| 1. Configure credentials & database in the `docker-compose.yml` file: | ||||
| 1. Configure credentials & database in the [`docker-compose.yml`](https://github.com/deepset-ai/haystack/blob/master/annotation_tool/docker-compose.yml): | ||||
| 
 | ||||
| The credentials should match in database image and application configuration. | ||||
| 
 | ||||
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| # Annotation Tool | ||||
| 
 | ||||
| - Create labels with different techniques: Come up with questions (+ answers) while reading passages (SQuAD style) or have a set of predefined questions and look for answers in the document (~ Natural Questions). | ||||
| - Structure your work via organizations, projects, users | ||||
| - Upload your documents or import labels from an existing SQuAD-style dataset | ||||
| - Export your labels in SQuAD Format | ||||
| 
 | ||||
|  | ||||
| 
 | ||||
| # Hosted version | ||||
|  Signup here: [Haystack Annotation Tool](https://annotate.deepset.ai/login) | ||||
| 
 | ||||
| # Local version  (Docker) | ||||
| 
 | ||||
| 1. Configure credentials & database in the [`docker-compose.yml`](https://github.com/deepset-ai/haystack/blob/master/annotation_tool/docker-compose.yml): | ||||
| 
 | ||||
| The credentials should match in database image and application configuration. | ||||
| 
 | ||||
|     DEFAULT_ADMIN_EMAIL: "example@example.com" | ||||
|     DEFAULT_ADMIN_PASSWORD: "DEMO-PASSWORD" | ||||
| 
 | ||||
|     PROD_DB_NAME: "databasename" | ||||
|     PROD_DB_USERNAME: "somesafeuser" | ||||
|     PROD_DB_PASSWORD: "somesafepassword" | ||||
| 
 | ||||
| 
 | ||||
|     POSTGRES_USER: "somesafeuser" | ||||
|     POSTGRES_PASSWORD: "somesafepassword" | ||||
|     POSTGRES_DB: "databasename" | ||||
| 
 | ||||
| 
 | ||||
| 2. Run docker-compose by executing `docker-compose up`. | ||||
| 
 | ||||
| 
 | ||||
| 3. The UI should be available at `localhost:7001`. | ||||
| 
 | ||||
| # Usage | ||||
| The manual (of a slightly earlier version) can be found [here](https://drive.google.com/file/d/1Wv3OIC0Z7ibHIzOm9Xw_r0gjTFmpl-33/view). While it doesn't include all latest features, the basic workflow and tips for label quality are still the same. | ||||
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	 Malte Pietsch
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