From 33d815bb1d8dd80ebf750753778d341981f05bd3 Mon Sep 17 00:00:00 2001
From: nik <nik@heartex.net>
Date: Wed, 12 Jun 2024 13:28:32 +0100
Subject: [PATCH] Update README ffor release

---
 README.md | 126 ++++++------------------------------------------------
 1 file changed, 14 insertions(+), 112 deletions(-)

diff --git a/README.md b/README.md
index dc5eea91..914c0e40 100644
--- a/README.md
+++ b/README.md
@@ -54,38 +54,29 @@ The Label Studio Python Library provides convenient access to the Label Studio A
 Explore the Label Studio API documentation [here](https://api.labelstud.io/).
 
 
-<!-- Begin Installation, generated by Fern  -->
 # Installation
 
 ```sh
 pip install --upgrade label-studio-sdk
 ```
-<!-- End Installation  -->
 
-<!-- Begin Usage, generated by Fern  -->
 # Usage
 
 ```python
 from label_studio_sdk.client import LabelStudio
 
-client = LabelStudio(
+ls = LabelStudio(
+    base_url='YOUR_LABEL_STUDIO_URL',  
     api_key="YOUR_API_KEY",
 )
 ```
-<!-- End Usage  -->
 
 # Examples
 
-## Get all projects
-
-```python
-projects = client.projects.list()
-```
-
 ## Create a new project
 
 ```python
-project = client.projects.create(
+project = ls.projects.create(
     name="Project name",
     description="Project description",
     label_config="""
@@ -100,115 +91,26 @@ project = client.projects.create(
 )
 ```
 
-## Get project by ID
-
-```python
-project = client.projects.get("PROJECT_ID")
-```
-
-## Update project
-
-```python
-project = client.projects.update(
-    project="PROJECT_ID",
-    description="New project description",
-)
-```
-
-## Delete project
-
-```python
-client.projects.delete("PROJECT_ID")
-```
-
-## Get tasks with annotations and predictions
-
-```python
-tasks = client.tasks.list(project="PROJECT_ID")
-```
-
-## Get task by ID
-
-```python
-task = client.tasks.get("TASK_ID")
-```
-
 ## Create a new task
-
-```python
-task = client.tasks.create(
-    project="PROJECT_ID",
-    data={
-        "data": {
-            "image": "https://example.com/image.jpg",
-            "label": "cat"
-        }
-    }
-)
-```
-
-## Import batch tasks
-
-```python
-ls.projects.import_tasks(
-    id=project.id,
-    request=[
-        {"text": "Hello world"},
-        {"text": "Hello Label Studio"},
-        {"text": "What a beautiful day"},
-    ]
-)
-```
-
-## Update task
-
-```python
-task = client.tasks.update(
-    project="PROJECT_ID",
-    task="TASK_ID",
-    data={
-        "data": {
-            "image": "https://example.com/image.jpg",
-            "label": "dog"
-        }
-    }
-)
-```
-
-## Delete task
-
-```python
-client.tasks.delete(project="PROJECT_ID", task="TASK_ID")
-```
-
-## Create prediction
-
+    
 ```python
-prediction = client.predictions.create(
-    task="TASK_ID",
-    result=[{'from_name': 'bbox', 'to_name': 'image', 'type': 'labels', 'value': {'rectanglelabels': [{'x': 10, 'y': 20, 'width': 30, 'height': 40, 'rectanglelabels': ['cat']}]}}],
-    score=0.9,
-    model_version='yolov8',
+task = ls.tasks.create(
+    project=project.id,
+    data={"image": "https://example.com/image.jpg"}
 )
 ```
+Now you can open the project `PROJECT_ID` in the Label Studio UI and create annotations for the task.
 
-## Update prediction
+## Export annotations
 
 ```python
-prediction = client.predictions.update(
-    task="TASK_ID",
-    prediction="PREDICTION_ID",
-    result=[{'from_name': 'bbox', 'to_name': 'image', 'type': 'labels', 'value': {'rectanglelabels': [{'x': 10, 'y': 20, 'width': 30, 'height': 40, 'rectanglelabels': ['dog']}]}}],
-    score=0.8,
-    model_version='yolov8',
-)
+annotations = [
+    task.annotations
+    for task in ls.tasks.list(project=project.id, fields='all')
+    if task.annotations
+]
 ```
 
-## Delete prediction
-
-```python
-client.predictions.delete(task="TASK_ID", prediction="PREDICTION_ID")
-```
 
 ## Async client