fixes

Author: smty2018

website/docs/Examples/AutoGen-AgentChat.md

@@ -23,7 +23,7 @@ Links to notebook examples:
 
    - Automated Chess Game Playing & Chitchatting by GPT-4 Agents - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_chess.ipynb)
    - Automated Continual Learning from New Data - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_stream.ipynb)
-   - [Optiguide](https://github.com/microsoft/optiguide)
+   - [OptiGuide](https://github.com/microsoft/optiguide) - Large Language Models for Supply Chain Optimization.
 
 4. **Tool Use**
 

website/docs/Use-Cases/agent_chat.md

@@ -99,7 +99,7 @@ The figure below shows six examples of applications built using AutoGen.
 
    - Automated Chess Game Playing & Chitchatting by GPT-4 Agents - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_chess.ipynb)
    - Automated Continual Learning from New Data - [View Notebook](https://github.com/microsoft/autogen/blob/main/notebook/agentchat_stream.ipynb)
-   - [Optiguide](https://github.com/microsoft/optiguide)
+   - [OptiGuide](https://github.com/microsoft/optiguide) - Large Language Models for Supply Chain Optimization.
 
 4. **Tool Use**