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| #### 6. **Handling Errors** | |
| #- If the chat application cannot connect to the model server, check the following: | |
| # - Is the model server running? | |
| # - Is the `MODEL_ENDPOINT` URL correct? | |
| # - Are there any firewall or network restrictions blocking the connection? | |
| # - Are the ports correctly mapped (if using Docker)? | |
| #- Add error handling in the chat application to handle cases where the model server is unavailable: | |
| #```python | |
| def call_model(prompt): | |
| try: | |
| url = f"{model_service}/generate" | |
| payload = {"prompt": prompt} | |
| response = requests.post(url, json=payload, timeout=10) # Add a timeout | |
| response.raise_for_status() # Raise an error for bad status codes | |
| return response.json().get("response", "No response from model") | |
| except requests.exceptions.RequestException as e: | |
| return f"Error connecting to the model server: {e}" | |