docs: fix link

Author: echarles

docs/docs/agents/explain_error/index.mdx

@@ -5,7 +5,7 @@ The Explain Error Agent explains an error encountered in a notebook. It leverage
 - Error Explanation: Explain the error encountered in the code cell.
 - Error Resolution: Provide potential solutions to resolve the error.
 
-![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agents-explainerror-demo-terminal.gif)
+![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agent-explainerror-demo-terminal.gif)
 
 ```bash
 jupyter-ai-agents explain-error \

docs/docs/agents/prompt/index.mdx

@@ -5,7 +5,7 @@ The Prompt Agent generates code cells based on natural language input. It levera
 - Code Generation: Generate cells code based on natural language input.
 - Notebook Modification: Add new cells based on existing one.
 
-![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agents-prompt-demo-terminal.gif)
+![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agent-prompt-demo-terminal.gif)
 
 To use the Jupyter AI Agents, an easy way is to launch a CLI (update the Azure deployment based on your setup).
 

docs/docs/index.mdx

@@ -13,7 +13,7 @@ with tools like `insert_cell`, `execute_cell`...
 
 :::
 
-![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agents-prompt-demo-terminal.gif)
+![Jupyter AI Agents](https://assets.datalayer.tech/jupyter-ai-agents/ai-agent-prompt-demo-terminal.gif)
 
 The Agent is equipped with [Tools](/docs/tools) such as adding Code Cells, inserting Markdown Cells, executing Code, enabling it to modify the Notebook comprehensively based on user instructions or by reacting to Notebook and Kernel events.