docs: fix documentation typos

README.md

@@ -300,7 +300,7 @@ AgentRun has sane defaults, but totally customizable. You can change:
 > Using swap allows the system to handle more memory allocation than the physical memory available, but accessing swap is significantly slower than accessing RAM.
 
 
-You can change any of the defauts when you initalize AgentRun as below. 
+You can change any of the defaults when you initialize AgentRun as below.
 
 ```Python
 from agentrun import AgentRun

agentrun/__init__.py

@@ -445,7 +445,7 @@ def execute_code_in_container(self, python_code: str) -> str:
 
         finally:
             if container:
-                # run clean up in a seperate thread to avoid blocking the main thread
+                # run clean up in a separate thread to avoid blocking the main thread
                 thread = Thread(
                     target=self.clean_up, args=(container, script_name, dependencies)
                 )

docs/examples/function_calling_groq.ipynb

@@ -8,7 +8,7 @@
     "\n",
     "Now, let's see AgentRun in action with something more complicated. We will take advantage of function calling and AgentRun, to have LLMs write and execute code on the fly to solve arbitrary tasks. You can find the full code under `docs/examples/`\n",
     "\n",
-    "> We are using the REST API as it is recommend to seperate the code execution service from the rest of our infrastructure.\n",
+    "> We are using the REST API as it is recommend to separate the code execution service from the rest of our infrastructure.\n",
     "\n",
     "First, we will install the needed packages. We are using mixtral here via groq to keep things fast and with minimal depenencies, but AgentRun works with any LLM out of the box. All what's required is for the LLM to return a code snippet.\n",
     "\n",

docs/index.md

@@ -297,7 +297,7 @@ AgentRun has sane defaults, but totally customizable. You can change:
 > Using swap allows the system to handle more memory allocation than the physical memory available, but accessing swap is significantly slower than accessing RAM.
 
 
-You can change any of the defauts when you initalize AgentRun as below. 
+You can change any of the defaults when you initialize AgentRun as below.
 
 ```Python
 from agentrun import AgentRun

docs/release_notes.md

@@ -16,5 +16,5 @@
 ## v0.1.1 (04-10-2024)
 -  More documentation and examples
 -  agentrun-api and agentrun combined Repo 
--  Cleaning up is now on a seperate thread. Performance improvement.
+-  Cleaning up is now on a separate thread. Performance improvement.
 -  Benchmarks tests