May 17, 2026, 11:40 PM

2026-05-18 06:40:19 +00:00
commit 64944cf004
896 changed files with 310709 additions and 0 deletions
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+LANGCHAIN_TRACING_V2=True
+LANGCHAIN_ENDPOINT="https://eu.api.smith.langchain.com"
+LANGCHAIN_API_KEY="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"
+LANGCHAIN_PROJECT="pr-crushing-contingency-24"
+
+
+
+import openai
+from langsmith.wrappers import wrap_openai
+from langsmith import traceable
+import os
+
+os.environ["OPENAI_API_KEY"] = "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"
+
+
+# Auto-trace LLM calls in-context
+client = wrap_openai(openai.Client())
+
+@traceable # Auto-trace this function
+def pipeline(user_input: str):
+    result = client.chat.completions.create(
+        messages=[{"role": "user", "content": user_input}],
+        model="gpt-3.5-turbo"
+    )
+    return result.choices[0].message.content
+
+print(pipeline("Hello, world!"))
+# Out:  Hello there! How can I assist you today?