diff --git a/docs/swarms/agents/external_party_agents.md b/docs/swarms/agents/external_party_agents.md
index 485273fb..6b30a799 100644
--- a/docs/swarms/agents/external_party_agents.md
+++ b/docs/swarms/agents/external_party_agents.md
@@ -94,8 +94,11 @@ print(output)
 
 ## **Additional Features**:
 You can enhance your external agents with additional features such as:
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 - **Saving outputs** to JSON, databases, or logs.
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 - **Handling errors** and retry mechanisms for robustness.
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 - **Custom logging** with tools like **Loguru** for extensive debugging.
 
 ---
@@ -343,14 +346,23 @@ print(output)
 ---
 
 ### **Summary of Integrations**:
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 - **Griptape**: Integrate with tools for web scraping, summarization, etc.
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 - **Langchain**: Use powerful language model orchestration.
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 - **OpenAI Function Calling**: Directly run OpenAI API-based agents.
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 - **Rasa**: Build and integrate conversational agents.
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 - **Hugging Face**: Leverage transformer models.
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 - **AutoGPT/BabyAGI**: Recursive, autonomous task execution.
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 - **DialogFlow**: Integrate conversational flows for voice/chat-based systems.
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 - **ChatterBot**: Machine-learning conversational agents.
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 - **Custom APIs**: Leverage external APIs as agents for custom workflows.