Update README.md

README.md

@@ -80,9 +80,15 @@ An example extraction and RAG-Agent can be found here: [Link](example/vllm_v2_ex
 1. When giving docstrings to Athene-V2-Agent, please provide well-indented, detailed, and well-written docstrings as this can help accuracy.
 2. We strongly recommend using the docker image to interact with Athene-V2-Agent.
 4. We strongly recommend to set sampling to False when prompting Athene-V2-Agent.
-5. We strongly recommend a zero temperature. 
+5. We strongly recommend a zero temperature.
+6. Athene-V2-Agent is designed to work within systems, so it's tuned to be very controllable with the instructions specified in the tools, including for broad behaviors (like rejecting queries, or chatting)
+
+#### Handling Irrelevant Queries
+The Athene-V2-Agent model is strongly tuned to have its behavior be controllable with tools to make it easy to integrate into systems.
+
+Therefore, the model won't by default reject queries that are out of domain, as it will try its best to issue the most relevant call.
+However, when expecting irrelevant user queries and wanting the model to reject them, you can use a no-op function. For example, something like this would work:
 
-When handling irrelevant user queries, users have noticed that specifying a "no-op" function with arguments work best. For example, something like this might work:
 ```python
 {
     "type": "function",
@@ -102,6 +108,39 @@ When handling irrelevant user queries, users have noticed that specifying a "no-
     }
 }
 ```
+Please see the example [Link](example/vllm_v2_weather_agent.py) here for a demo of this.
+
+#### Handling Chat With FC
+
+Since Athene-V2-Agent model is strongly tuned to be controllable, so we wanted to ensure that it does not chat unless explicitly instructed to do so.
+You can do this by adding a `chat` tool, and allowing it to do so in the system prompt: 
+
+```python
+{
+    "type": "function",
+    "function": {
+        "name": "chat",
+        "description": "Call this tool when you want to chat with the user. The user won't see anything except for whatever you pass into this function.",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "chat_string": {
+                    "type": "string",
+                    "description": "The string to send to the user to chat back to them.",
+                }
+            },
+            "required": ["chat_string"],
+        },
+    },
+}
+```
+
+And the following system prompt, as an example (but feel free to experiment to make Athene-V2-Agent behave the way you want it to!):
+```python
+{"role" : "system", "content" : "Make sure to use the chat function to provide the final answer to the user."},
+```
+
+Please see the example [Link](example/weather_with_chat.py) here for a demo of this.
 
 ## Contact
 Please join our [Discord Channel](https://discord.gg/HDSVmNAs3y) to reach out for any issues and comments!