日志检索器追踪

from langsmith import traceable

def _convert_docs(results):
    return [
        {
            "page_content": r,
            "type": "Document",
            "metadata": {"foo": "bar"}
        }
        for r in results
    ]

@traceable(run_type="retriever")
def retrieve_docs(query):
    # 返回硬编码的占位符文档。
    # 在生产环境中，请替换为真实的向量数据库或文档索引。
    contents = ["Document contents 1", "Document contents 2", "Document contents 3"]
    return _convert_docs(contents)

retrieve_docs("User query")

import { traceable } from "langsmith/traceable";

interface Document {
    page_content: string;
    type: string;
    metadata: { foo: string };
}

function convertDocs(results: string[]): Document[] {
    return results.map((r) => ({
        page_content: r,
        type: "Document",
        metadata: { foo: "bar" }
    }));
}

const retrieveDocs = traceable((query: string): Document[] => {
    // 返回硬编码的占位符文档。
    // 在生产环境中，请替换为真实的向量数据库或文档索引。
    const contents = ["Document contents 1", "Document contents 2", "Document contents 3"];
    return convertDocs(contents);
}, {
    name: "retrieveDocs",
    run_type: "retriever"
});

await retrieveDocs("User query");