Upload 3 files

anything.py

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+import requests
+import json
+
+def send_message(message):
+    # Define the API endpoint URL
+    url = 'https://severian-anything.hf.space/api/v1/workspace/Scoreboard/chat'
+
+    # Define the request headers
+    headers = {
+        'accept': 'application/json',
+        'Authorization': 'Bearer TYQYM46-RPCMQ98-GCGJMNB-Q23K6HC',
+        'Content-Type': 'application/json'
+    }
+
+    # Define the request body for the new message
+    data = {
+        "message": message,
+        "mode": "query"
+    }
+
+    # Convert the data dictionary to JSON format
+    data_json = json.dumps(data)
+
+    try:
+        # Send the POST request
+        response = requests.post(url, headers=headers, data=data_json)
+        
+        # Parse the response JSON data
+        response_data = response.json()
+        
+        # Get the bot's response
+        bot_response = response_data.get("textResponse")
+        
+        # Print the bot's response
+        if bot_response:
+            print(f"Bot: {bot_response}")
+        
+        # Prompt for a new message
+        new_message = input("You: ")
+        
+        # Return the new message
+        return new_message
+
+    except requests.RequestException as e:
+        print(f"Request failed: {e}")
+        return None
+
+    except Exception as e:
+        print(f"An error occurred: {e}")
+        return None
+
+if __name__ == "__main__":
+    # Initial message
+    message = input("You: ")
+    
+    while message.lower() != "exit":
+        # Send the user's message and get a new message
+        message = send_message(message)
+
+    print("Chat ended.")

llm_observable_anything.py

@@ -0,0 +1,68 @@
+import os
+import requests
+import json
+from ddtrace import patch_all
+from ddtrace.opentelemetry import TracerProvider, trace
+from opentelemetry import trace as ot_trace
+
+# Initialize Datadog tracing
+patch_all()
+provider = TracerProvider()
+ot_trace.set_tracer_provider(provider)
+tracer = ot_trace.get_tracer(__name__)
+
+# Set up environment variables
+os.environ['DD_LLMOBS_ENABLED'] = '1'
+os.environ['DD_LLMOBS_ML_APP'] = 'anything-api'
+os.environ['DD_LLMOBS_AGENTLESS_ENABLED'] = '1'
+
+# Ensure DD_API_KEY and DD_SITE are set in your environment variables
+
+@trace
+def send_message(message):
+    url = 'https://severian-anything.hf.space/api/v1/workspace/Scoreboard/chat'
+    headers = {
+        'accept': 'application/json',
+        'Authorization': 'Bearer TYQYM46-RPCMQ98-GCGJMNB-Q23K6HC',
+        'Content-Type': 'application/json'
+    }
+    data = {
+        "message": message,
+        "mode": "query"
+    }
+    data_json = json.dumps(data)
+
+    with tracer.start_as_current_span("llm_api_call") as span:
+        span.set_attribute("llm.request.model", "anything-api")
+        span.set_attribute("llm.request.input", message)
+
+        try:
+            response = requests.post(url, headers=headers, data=data_json)
+            response_data = response.json()
+            bot_response = response_data.get("textResponse")
+
+            span.set_attribute("llm.response.output", bot_response)
+
+            if bot_response:
+                print(f"Bot: {bot_response}")
+            
+            new_message = input("You: ")
+            return new_message
+
+        except requests.RequestException as e:
+            span.record_exception(e)
+            print(f"Request failed: {e}")
+            return None
+
+        except Exception as e:
+            span.record_exception(e)
+            print(f"An error occurred: {e}")
+            return None
+
+if __name__ == "__main__":
+    message = input("You: ")
+    
+    while message.lower() != "exit":
+        message = send_message(message)
+
+    print("Chat ended.")

requirements.txt

@@ -0,0 +1,4 @@
+ddtrace
+requests
+
+#pip install -r requirements.txt