使用 SDK 记录用户反馈

from langsmith import trace, traceable, Client

    @traceable
    def foo(x):
        return {"y": x * 2}

    @traceable
    def bar(y):
        return {"z": y - 1}

    client = Client()

    inputs = {"x": 1}
    with trace(name="foobar", inputs=inputs) as root_run:
        result = foo(**inputs)
        result = bar(**result)
        root_run.outputs = result
        trace_id = root_run.id
        child_runs = root_run.child_runs

    # 为跟踪（也称为根运行）提供反馈
    client.create_feedback(
        key="user_feedback",
        score=1,
        trace_id=trace_id,
        comment="the user said that ..."
    )

# 为子运行提供反馈
foo_run_id = [run for run in child_runs if run.name == "foo"][0].id
client.create_feedback(
    key="correctness",
    score=0,
    run_id=foo_run_id,
    # trace_id= 是可选的，但建议提供以启用批量和后台反馈处理。
    trace_id=trace_id,
)

import { Client } from "langsmith";
const client = new Client();

    // ... 运行您的应用程序并获取 run_id...
    // 此信息可以是面向用户的反馈表单的结果

await client.createFeedback(
    runId,
    "feedback-key",
    {
        score: 1.0,
        comment: "comment",
    }
);