From 7eac1a562f33c45aa6e9c2b338079afa2cec1865 Mon Sep 17 00:00:00 2001
From: gautamgambhir97 <140384949+gautamgambhir97@users.noreply.github.com>
Date: Tue, 17 Sep 2024 13:42:39 +0530
Subject: [PATCH] fix(docs): fix ai engine sdk guide issue (#951)

---
 pages/examples/advanced/chat_api_example.mdx | 10 ++---
 pages/guides/ai-engine-sdk/python.mdx        | 40 ++++++++++++++------
 2 files changed, 34 insertions(+), 16 deletions(-)

diff --git a/pages/examples/advanced/chat_api_example.mdx b/pages/examples/advanced/chat_api_example.mdx
index 6d3b67454..603a293da 100644
--- a/pages/examples/advanced/chat_api_example.mdx
+++ b/pages/examples/advanced/chat_api_example.mdx
@@ -319,13 +319,13 @@ The main script flow includes:
     last_response = ""
 
     while True:
-    time.sleep(5)  # Wait before fetching responses to avoid overwhelming the server
-    response = get_request(f"https://agentverse.ai/v1beta1/engine/chat/sessions/{session_id}/responses", {"Authorization": token})
+        time.sleep(5)  # Wait before fetching responses to avoid overwhelming the server
+        response = get_request(f"https://agentverse.ai/v1beta1/engine/chat/sessions/{session_id}/responses", {"Authorization": token})
 
-    if response.status_code != 200:
-        raise Exception(f"Error in fetching responses: Status code {response.status_code}")
+        if response.status_code != 200:
+            raise Exception(f"Error in fetching responses: Status code {response.status_code}")
 
-    response = response.json()
+        response = response.json()
 
     # Handling unresponsive deltaV
     if not response['agent_response']:
diff --git a/pages/guides/ai-engine-sdk/python.mdx b/pages/guides/ai-engine-sdk/python.mdx
index 5fb41aab8..f3719d2df 100644
--- a/pages/guides/ai-engine-sdk/python.mdx
+++ b/pages/guides/ai-engine-sdk/python.mdx
@@ -46,26 +46,44 @@ from ai_engine_sdk import AiEngine
 ai_engine: AiEngine = AiEngine(api_key)
 ```
 
-### Querying Function Groups in AI Engine SDK
+## Querying Function Groups
 
-```py copy
-function_groups: list[FunctionGroup] = await ai_engine.get_function_groups()
+The AI Engine SDK allows you to query different groups of functions, such as `private functions`, `public functions`, or `Fetch.ai-verified functions`. You can filter function groups using the respective methods provided by the SDK based on your needs.
+
+### Querying Private Functions
+
+Private functions are those that you have created and are not accessible to the public or other users. To access your private functions, use the `get_private_function_groups()` method. This will return all functions under your account, giving you access to personal or proprietary models and algorithms.
+
+#### Example
+
+```python
+private = await ai_engine.get_private_function_groups()
 
-public_group = next(
-	(g for g in function_groups if g.name == "Fetch Verified"), 
-	None
+private_functions = next(
+    (g for g in private if g.name == "My Functions"), 
+    None
 )
 ```
 
-If you would like to use the functions in your own My Functions function group instead then you can use this filter instead:
+#### Querying Public Functions
+
+Public functions are accessible by anyone on the platform. These functions include your publicly available functions and functions verified by Fetch.ai. To access public function groups, use the `get_public_function_groups()` method. You can further filter by two important groups: `Public` and `Fetch Verified`.
 
 ```py copy
-my_group = next(
-	(g for g in function_groups if g.name == "My Functions"), 
-	None
+public = await ai_engine.get_public_function_groups()
+
+# Access your public functions
+public_functions = next(
+    (g for g in public if g.name == "Public"), 
+    None
 )
-```
 
+# Access Fetch.ai-verified functions
+fetch_verified_group = next(
+    (g for g in public if g.name == "Fetch Verified"), 
+    None
+)
+```
 
 ### Sharing function groups