Merge pull request #91 from mevbagci/patch-4

Update Tutorial.md

docs/tutorial/Tutorial.md

@@ -84,6 +84,7 @@ The Lua script is used as a communication interface between the annotation tool
 The script contains two parts, the first being the `serialize` function that is called to transform the CAS object into a stream that is sent to the annotation tool.
 The second part is the `deserialize` function that is utilized to transform the output of the annotation tool back into the CAS object.
 For different examples of Lua scripts you can check our tutorials.
+[![](https://mermaid.ink/img/pako:eNqNU9luwyAQ_BXEc9IPcKVKjnNVclTJSdXD5IGadYxkwMKgqo3y78VGoY578sTu7O4MAxxxoRjgCJe1ei0qqg1Ks2sikVutfTlo2lQollIZariSKFGiURKk8SUIrXOCB_hOqZrgPTrDYUZ6H4fkBdCC5rTm7zBEu8W4hqIfmmZjbOFYk3iLiAN2msq2VFpweeiop9MbtMzvrGms2RoNVOyH7SDZtzoY_ENJlo6xlVPyoLkBRIMLTsUPjGEbNoG_d9ZJ-OwM0LPjQKOhv_kT53NVWOFuybsxyzOgDPRowIUTgezpD7KxBUneH197qnn-uLkd9H498FfZMzS9cq0LHy19tPbR2kXI3yXq0iufXvmiBE-wAC0oZ-4JHzuMYFOBAIIjt2VQUlsbgok8uVJqjdq-yQJHRluYYK3socJRSevWRbZh1MCcU-eDOJcA40bpjf8j_Vc5fQA4R-qm?type=png)](https://mermaid.live/edit#pako:eNqNU9luwyAQ_BXEc9IPcKVKjnNVclTJSdXD5IGadYxkwMKgqo3y78VGoY578sTu7O4MAxxxoRjgCJe1ei0qqg1Ks2sikVutfTlo2lQollIZariSKFGiURKk8SUIrXOCB_hOqZrgPTrDYUZ6H4fkBdCC5rTm7zBEu8W4hqIfmmZjbOFYk3iLiAN2msq2VFpweeiop9MbtMzvrGms2RoNVOyH7SDZtzoY_ENJlo6xlVPyoLkBRIMLTsUPjGEbNoG_d9ZJ-OwM0LPjQKOhv_kT53NVWOFuybsxyzOgDPRowIUTgezpD7KxBUneH197qnn-uLkd9H498FfZMzS9cq0LHy19tPbR2kXI3yXq0iufXvmiBE-wAC0oZ-4JHzuMYFOBAIIjt2VQUlsbgok8uVJqjdq-yQJHRluYYK3socJRSevWRbZh1MCcU-eDOJcA40bpjf8j_Vc5fQA4R-qm)
 ```mermaid
 flowchart LR;
     subgraph Annotation Component
@@ -122,6 +123,7 @@ Docker is used to run the tool.
 Docker containers are used to ensure that the analysis is performed in the same environment, regardless of the underlying host system.
 Also, the Docker container is used to ensure that the analysis is reproducible, because every build of the Docker container is versioned, containing all needed code and data (e.g. model files).
 The diagram below shows the structure of a Dockerfile:
+[![](https://mermaid.ink/img/pako:eNp1kTtrwzAQgP_KoTleO3goxJYNHgqBkqnuoEhnR1Qv9Cg1If-9igSNly7HffqO03F3I9wKJC25KMu_mgtGNhsA4FYlbQK8FDp-zIRmjx4mzVacyScExzhCl83w42xAoOfzBCfr49P22U4mRKYUUHRoBBouMTwrSvua_hd3JeNjDlykQRhM9Juz0uy-G_b6W3prNO49zb63boNRqjJEaV0CHKFpXqGr0BXoK_QFaAVaYKgwFBjJgWj0mkmR93h7qJnEK-q8pjanAheWVB5jNvdcylK075vhpI0-4YF4m9YraRemQqbkBItIJVs903-vKGS0_q1eqhzs_guFyIvu?type=png)](https://mermaid.live/edit#pako:eNp1kTtrwzAQgP_KoTleO3goxJYNHgqBkqnuoEhnR1Qv9Cg1If-9igSNly7HffqO03F3I9wKJC25KMu_mgtGNhsA4FYlbQK8FDp-zIRmjx4mzVacyScExzhCl83w42xAoOfzBCfr49P22U4mRKYUUHRoBBouMTwrSvua_hd3JeNjDlykQRhM9Juz0uy-G_b6W3prNO49zb63boNRqjJEaV0CHKFpXqGr0BXoK_QFaAVaYKgwFBjJgWj0mkmR93h7qJnEK-q8pjanAheWVB5jNvdcylK075vhpI0-4YF4m9YraRemQqbkBItIJVs903-vKGS0_q1eqhzs_guFyIvu)
 ```mermaid
 block-beta
    columns 6
@@ -138,6 +140,7 @@ block-beta
 
 # Rest Interface
 The DUUI is designed to be used with REST interface, which is defined as:
+[![](https://mermaid.ink/img/pako:eNpV0MtqwzAQBdBfEQPZJYRuXSiksZNuSkJtuqlKGaRJbLAe6FEwIf_eqUKKu9PMPTDiXkA5TVDBOaDvRVc_Srv5kPDWtJ2ET7FaPYlnnvdNJ9bfD-s0eYpTTGQ4ZVrAdga0U9mQTZgGZ2emnhnljMl2UMV8jThRmMmG5fHQ3qgPTlGMJV4stgXsGGysdXzDhX_JnpN3CvF--r5_4f3B_17DURwxoKHEjA0swVAwOGju4CKtEBJST4YkVPzUdMI8JgnSXpliTq6drIIqhUxLCC6fe6hOOEaesteYqB6QuzR_W9IDf_P11nIp-_oDP5h3lg?type=png)](https://mermaid.live/edit#pako:eNpV0MtqwzAQBdBfEQPZJYRuXSiksZNuSkJtuqlKGaRJbLAe6FEwIf_eqUKKu9PMPTDiXkA5TVDBOaDvRVc_Srv5kPDWtJ2ET7FaPYlnnvdNJ9bfD-s0eYpTTGQ4ZVrAdga0U9mQTZgGZ2emnhnljMl2UMV8jThRmMmG5fHQ3qgPTlGMJV4stgXsGGysdXzDhX_JnpN3CvF--r5_4f3B_17DURwxoKHEjA0swVAwOGju4CKtEBJST4YkVPzUdMI8JgnSXpliTq6drIIqhUxLCC6fe6hOOEaesteYqB6QuzR_W9IDf_P11nIp-_oDP5h3lg)
 ```mermaid
 graph TD;
 A["REST"] --> B["GET /v1/typesystem"]
@@ -157,7 +160,7 @@ The REST interface is used as a standardized way to communicate with the DUUI.
 
 # Tutorials
 We have prepared three tutorials with different levels of complexity. All tutorials use Python as the programming platform, however, all languages where a REST service can be created could be used as base for a DUUI tool.
-
+[![](https://mermaid.ink/img/pako:eNptkDFvwyAQhf8KuiVLIu-ui5Taqrp0craQ4QJnG8Vgi0LVKsp_75lWHiozIHh3993Tu4OeDEEJfcB5EKfmSXnB53g-pTgFi-PlcJAv5wrFEKh73sU_uWjJR-v42snqKlvr5pHEKlbFVVYFyssWrtnAvWGkeiB9y7ij-USvSSyqyPIK3DRYbxBfUcc8an2fofW0ePwSS-E_FPbgKDi0hrO4LysUxIEcKSj5aajDNEYFyj-4FXlH--01lDEk2kOYUj9A2eH4wb80G7bdWORM3aqSsWzs_TftHPrjB1xuf0M?type=png)](https://mermaid.live/edit#pako:eNptkDFvwyAQhf8KuiVLIu-ui5Taqrp0craQ4QJnG8Vgi0LVKsp_75lWHiozIHh3993Tu4OeDEEJfcB5EKfmSXnB53g-pTgFi-PlcJAv5wrFEKh73sU_uWjJR-v42snqKlvr5pHEKlbFVVYFyssWrtnAvWGkeiB9y7ij-USvSSyqyPIK3DRYbxBfUcc8an2fofW0ePwSS-E_FPbgKDi0hrO4LysUxIEcKSj5aajDNEYFyj-4FXlH--01lDEk2kOYUj9A2eH4wb80G7bdWORM3aqSsWzs_TftHPrjB1xuf0M)
 ```mermaid
 graph TD;
     A[Tutorial]-->B[<a href='tutorial/Sentiment'><b>Simple Sentiment</b></a>]