|
| 1 | +import json |
| 2 | +import os |
| 3 | + |
| 4 | +from dotenv import load_dotenv |
| 5 | + |
| 6 | +from langbase import Langbase, StreamEventType, get_typed_runner |
| 7 | + |
| 8 | + |
| 9 | +def main(): |
| 10 | + load_dotenv() |
| 11 | + |
| 12 | + # Get API key from environment variable |
| 13 | + langbase_api_key = os.getenv("LANGBASE_API_KEY") |
| 14 | + |
| 15 | + # Initialize the client |
| 16 | + lb = Langbase(api_key=langbase_api_key) |
| 17 | + |
| 18 | + # Name of the pipe to run |
| 19 | + pipe_name = "summary-agent" # Replace with your pipe name |
| 20 | + |
| 21 | + try: |
| 22 | + # Get streaming response |
| 23 | + response = lb.pipes.run( |
| 24 | + name=pipe_name, |
| 25 | + messages=[{"role": "user", "content": "What is the weather in Tokyo?"}], |
| 26 | + stream=True, |
| 27 | + tools=[ |
| 28 | + { |
| 29 | + "type": "function", |
| 30 | + "function": { |
| 31 | + "name": "get_current_weather", |
| 32 | + "description": "Get the current weather of a given location", |
| 33 | + "parameters": { |
| 34 | + "type": "object", |
| 35 | + "required": ["location"], |
| 36 | + "properties": { |
| 37 | + "unit": { |
| 38 | + "enum": ["celsius", "fahrenheit"], |
| 39 | + "type": "string", |
| 40 | + }, |
| 41 | + "location": { |
| 42 | + "type": "string", |
| 43 | + "description": "The city and state, e.g. San Francisco, CA", |
| 44 | + }, |
| 45 | + }, |
| 46 | + }, |
| 47 | + }, |
| 48 | + } |
| 49 | + ], |
| 50 | + ) |
| 51 | + |
| 52 | + # Create typed stream processor |
| 53 | + runner = get_typed_runner(response) |
| 54 | + |
| 55 | + # Register event handlers |
| 56 | + runner.on( |
| 57 | + StreamEventType.CONNECT, |
| 58 | + lambda event: print(f"✓ Connected! Thread ID: {event['threadId']}\n"), |
| 59 | + ) |
| 60 | + |
| 61 | + runner.on( |
| 62 | + StreamEventType.CONTENT, |
| 63 | + lambda event: print(event["content"], end="", flush=True), |
| 64 | + ) |
| 65 | + |
| 66 | + runner.on( |
| 67 | + StreamEventType.TOOL_CALL, |
| 68 | + lambda event: print( |
| 69 | + f"\n🔧 Tool call: {event['toolCall']['function']['name']}" |
| 70 | + f"\n🔧 Tool call: {json.dumps(event['toolCall'], indent=2)}" |
| 71 | + ), |
| 72 | + ) |
| 73 | + |
| 74 | + runner.on( |
| 75 | + StreamEventType.COMPLETION, |
| 76 | + lambda event: print(f"\n\n✓ Completed! Reason: {event['reason']}"), |
| 77 | + ) |
| 78 | + |
| 79 | + runner.on( |
| 80 | + StreamEventType.ERROR, |
| 81 | + lambda event: print(f"\n❌ Error: {event['message']}"), |
| 82 | + ) |
| 83 | + |
| 84 | + runner.on( |
| 85 | + StreamEventType.END, |
| 86 | + lambda event: print(f"⏱️ Total duration: {event['duration']:.2f}s"), |
| 87 | + ) |
| 88 | + |
| 89 | + # Process the stream |
| 90 | + runner.process() |
| 91 | + |
| 92 | + except Exception as e: |
| 93 | + print(f"Error: {e}") |
| 94 | + |
| 95 | + |
| 96 | +if __name__ == "__main__": |
| 97 | + main() |
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