Beginner score
55/100
Competition workspace
适合已有 Python 开发和 LLM Agent 实践基础、想用文心/ERNIE 构建工具调用问答系统的人。参赛者需要能用 ERNIE 开发工具召回模块，并处理旅游、天气、金融等开放域问题中的多 API 调度；报名还需要实名认证的 AI Studio 账号。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
55/100
Learning value
58/100
Estimated effort
10-30 hours
Metric
Official scoring is published on the Ba…
适合已有 Python 开发和 LLM Agent 实践基础、想用文心/ERNIE 构建工具调用问答系统的人。参赛者需要能用 ERNIE 开发工具召回模块，并处理旅游、天气、金融等开放域问题中的多 API 调度；报名还需要实名认证的 AI Studio 账号。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
Python 脚本开发
文心 ERNIE 模型调用
LLM 工具调用
API 参数构造
信息检索与排序
Linux 打包与 Shell 脚本
The real friction is usually not library usage. It is validation, time allocation, and task framing.
核心难点是既要从 49 个 API 中召回完整且相关的工具，又要以尽可能少的调用次数生成正确参数并完成多工具问答：工具召回完整性、调用效率和最终答案都会计分。工程上还必须在不可联网的统一环境中，通过指定的 inference.sh 生成包含回答及实际调用 API、参数的 result.json，并将模型和依赖代码完整打包提交。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.