docs: updated to use offiical release #56

Author: dan-obx

README.md

@@ -67,12 +67,12 @@ box.remove(person)    # Delete
 
 Getting started
 ---------------
-Latest version: 4.0.0a0 (2024-05-15)
+Latest version: 4.0.0 (2024-05-28)
 
 To install or update the latest version of ObjectBox, run this:
 
 ```bash
-pip install --upgrade --pre objectbox  # "--pre" because you want to get the 4.0.0 alpha version
+pip install --upgrade objectbox
 ```
 Now you are ready to use ObjectBox in your Python project.
 

example/README.md

@@ -2,13 +2,11 @@
 
 This directory contains a couple of examples that demonstrate capabilities of ObjectBox using the Python API.
 
-As we are currently short before releasing 4.0 version, please install the pre-release version of `objectbox` from PyPI via `pip`; for example, on UN*X-flavour platforms:
-
 ```shell
 cd example # assuming you are in project root dir 
 python3 -m venv venv
 source venv/bin/activate
-pip install --pre objectbox
+pip install objectbox
 ```
 
 The following examples are available from this directory:
@@ -52,7 +50,7 @@ This example application starts with a pre-defined set of capital cities and the
 It allows to search for nearest neighbors of a city (`city_neighbors`) or by coordinates (`neighbors`) as well as adding more locations (`add`).
 
 ```
-cd example/vector-search-cities
+cd vector-search-cities
 $ python main.py
 
 Welcome to the ObjectBox vectorsearch-cities example. Type help or ? for a list of commands.

example/ollama/README.md

@@ -23,7 +23,7 @@ based on https://ollama.com/blog/embedding-models
  4. Install Python Bindings and ObjectBox: 
 
         pip install ollama
-        pip install --pre objectbox~=0.7.0a
+        pip install objectbox
 
     Or: 
 

example/ollama/requirements.txt

@@ -1,2 +1,3 @@
 ollama
-objectbox~=0.7.0a
+objectbox
+