قدرات منصة الذكاء الاصطناعي
في هذه الصفحة 9 موضوعات
نص الدروس والتمارين باللغة الإنجليزية، بينما تبقى واجهة الموقع وعناوين الدروس بالعربية.
نظرة عامة
الموضوعات
- بوابة LLM مشتركة مع حصص الاستخدام
- إخفاء البيانات الحساسة (redaction)
- نسب الكلفة
- والتوجيه
- خدمات استرجاع مشتركة
- مسار ذهبي للذكاء الاصطناعي
تعلّم أولًا
4 ساعة تدريب (تقدير)
مخرجات التعلم
- Design a shared LLM gateway: authentication, per-team quotas, redaction of sensitive data, logging, cost attribution, and model routing.
- Offer shared retrieval services (embedding, indexing, search) with clear data ownership per team.
- Build an AI golden path: template, evaluation harness, observability, and security checks pre-wired.
- Decide which AI capabilities to centralize and which to leave to product teams.
الدروس
المختبر والتمارين
Lab
SRB-021-LAB1 · FulfillCo LLM gateway
Outcomes: 1, 2, 3, 4 · Time: ~4 h
- Define gateway requirements from the four teams.
- Prototype auth, quotas, redaction, request logging, and cost attribution.
- Test a runaway team against another team's quota and scan logs for personal data.
- Write the AI golden path and decide what stays central versus product-owned.
Acceptance: one team's runaway usage cannot exhaust another's quota; cost per team reported; no unredacted personal data in logs.
Exercises
| ID | Outcome | Task |
|---|---|---|
| SRB-021-EX01 | 1 | List the gateway responsibilities and three non-goals. |
| SRB-021-EX02 | 1 | Design quota tiers for four teams with burst limits. |
| SRB-021-EX03 | 2 | Design a shared retrieval service with per-team data ownership and access control. |
| SRB-021-EX04 | 3 | Write redaction rules and five test inputs including tricky ones. |
| SRB-021-EX05 | 3 | Draft the AI golden path checklist. |
| SRB-021-EX06 | 4 | Decide which of six capabilities to centralize (gateway, prompt library, retrieval engine, eval harness, product prompts, UX). |
أظهر الحلول
- EX01 Auth, quotas, redaction, logging, cost, routing; not prompts, evaluation of product quality, or business logic.
- EX02 Per-team daily token budgets, per-minute rate limits, alerts at 80%, hard stop with clear error.
- EX03 Namespaces per team, source permission filter at query time, deletion path, re-embedding.
- EX04 Email, phone, address, order number patterns; tests for formats and false positives.
- EX05 Gateway client, eval harness, observability, security checks, runbook.
- EX06 Centralize gateway, retrieval machinery, eval harness; leave product prompts and UX to teams; prompt library optional.
Workplace evidence: a shared AI capability other teams adopted.
الاختبار
Outcomes: O1 gateway · O2 retrieval services · O3 AI golden path · O4 centralize or not.
اختبار ذاتي لك: لا توجد درجات، ولا يُحفظ أو يُرسل أي شيء. اختر إجابة ثم تحقق منها، ويمكنك المحاولة مرة أخرى كما تشاء.
الجزء العملي
Platform capability review: present the gateway and golden path and defend central versus product-owned choices. Pass: 70% on the quiz and the three lab acceptance checks demonstrated.
أخطاء شائعة
Every team holding its own provider keys; logging full prompts with customer data; centralizing prompt design that belongs to product teams.
التقييم
Platform capability review.
دليل من بيئة العمل
A shared AI capability other teams adopted.
الصلة بالمسار الوظيفي
AI strategy (SRA-021) and AI governance (STF-021).