| 1 | import os |
| 2 | |
| 3 | from haystack import Pipeline |
| 4 | from haystack.components.builders import PromptBuilder |
| 5 | from haystack.components.generators import OpenAIGenerator |
| 6 | from respan import Respan |
| 7 | from respan_instrumentation_haystack import HaystackInstrumentor |
| 8 | |
| 9 | respan_api_key = os.environ["RESPAN_API_KEY"] |
| 10 | respan_base_url = os.getenv("RESPAN_BASE_URL", "https://api.respan.ai").rstrip("/") |
| 11 | |
| 12 | os.environ["OPENAI_API_KEY"] = respan_api_key |
| 13 | os.environ["OPENAI_BASE_URL"] = f"{respan_base_url}/api/openai" |
| 14 | os.environ.setdefault("HAYSTACK_CONTENT_TRACING_ENABLED", "true") |
| 15 | |
| 16 | respan = Respan( |
| 17 | api_key=respan_api_key, |
| 18 | base_url=respan_base_url, |
| 19 | instrumentations=[HaystackInstrumentor()], |
| 20 | ) |
| 21 | |
| 22 | pipeline = Pipeline() |
| 23 | pipeline.add_component( |
| 24 | "prompt_builder", |
| 25 | PromptBuilder(template="Answer the following question: {{question}}"), |
| 26 | ) |
| 27 | pipeline.add_component("generator", OpenAIGenerator(model="gpt-4o-mini")) |
| 28 | pipeline.connect("prompt_builder", "generator") |
| 29 | |
| 30 | result = pipeline.run( |
| 31 | {"prompt_builder": {"question": "What is the capital of France?"}} |
| 32 | ) |
| 33 | print(result["generator"]["replies"][0]) |
| 34 | |
| 35 | respan.flush() |