Apply suggestions from code review

Author: Blargian

docs/use-cases/AI_ML/MCP/ai_agent_libraries/agno.md

@@ -19,11 +19,11 @@ This example can be found as a notebook in the [examples repository](https://git
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an Anthropic API key, or API key from another LLM provider
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
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docs/use-cases/AI_ML/MCP/ai_agent_libraries/dspy.md

@@ -16,11 +16,11 @@ can interact with [ClickHouse's SQL playground](https://sql.clickhouse.com/) usi
 
 ## Prerequisites {#prerequisites}
 
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an Anthropic API key, or API key from another LLM provider
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
 :::note Example notebook
 This example can be found as a notebook in the [examples repository](https://github.com/ClickHouse/examples/blob/main/ai/mcp/dspy/dspy.ipynb).

docs/use-cases/AI_ML/MCP/ai_agent_libraries/langchain.md

@@ -19,11 +19,11 @@ This example can be found as a notebook in the [examples repository](https://git
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an Anthropic API key, or API key from another LLM provider
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
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docs/use-cases/AI_ML/MCP/ai_agent_libraries/llamaindex.md

@@ -19,11 +19,11 @@ This example can be found as a notebook in the [examples repository](https://git
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an Anthropic API key, or API key from another LLM provider
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
 <VerticalStepper headerLevel="h2">
 

docs/use-cases/AI_ML/MCP/ai_agent_libraries/openai-agents.md

@@ -19,11 +19,11 @@ This example can be found as a notebook in the [examples repository](https://git
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an OpenAI API key
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
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docs/use-cases/AI_ML/MCP/ai_agent_libraries/pydantic-ai.md

@@ -19,11 +19,11 @@ This example can be found as a notebook in the [examples repository](https://git
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
 - You'll need to have `pip` installed on your system.
 - You'll need an Anthropic API key, or API key from another LLM provider
 
-You can run the following steps either from your python REPL or via script.
+You can run the following steps either from your Python REPL or via script.
 
 <VerticalStepper headerLevel="h2">
 

docs/use-cases/AI_ML/MCP/ai_agent_libraries/streamlit.md

@@ -19,7 +19,7 @@ You can find the source code for this example in the [examples repository](https
 :::
 
 ## Prerequisites {#prerequisites}
-- You'll need to have python installed on your system.
+- You'll need to have Python installed on your system.
   You'll need to have [`uv`](https://docs.astral.sh/uv/getting-started/installation/) installed
 - You'll need an Anthropic API key, or API key from another LLM provider