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GenAI + RAG Agents (DS Lite)
18 lessons
1. M0 — Prompting + LLM APIs
Video lesson
1. Prompting + Structured Extraction
9m
Reading
2. LLM APIs (OpenAI-Compatible + OSS Fallback)
3m
Assignment
3. Quiz: Prompting + APIs
6m
Project submission
4. Refusal / Grounding Drill Set (20Q Golden)
82m
2. M1 — Embeddings + Retrieval
Video lesson
1. Embeddings + Vector DBs
10m
Reading
2. Chunking Strategies + Stores
3m
Assignment
3. Quiz: Retrieval
6m
Project submission
4. 2x2 Chunking x 2-Embedding Benchmark
71m
3. M2 — RAG Architecture + Evals
Video lesson
1. RAG Architecture + Trade-offs
7m
Reading
2. RAG Evals: Citations / Faithfulness / Cost-Latency
3m
Assignment
3. Quiz: RAG + Evals
6m
Project submission
4. Citation-Required Eval Set + Report
71m
4. M3 — Tool-Calling Lite + Capstone
Video lesson
1. Tool-Calling / Single-Agent Loop Lite
5m
Reading
2. 20Q Agent Golden Suite + Cost/Latency Monitoring
3m
Assignment
3. Quiz: Agents Lite + Exit (25Q / 45 min / pass-75)
14m
Project submission
4. Capstone: RAG Chatbot + Eval Set + Live Demo
71m
Project submission
5. Capstone Defense: Eval Report + Cost Dashboard
71m
5. Capstone: RAG Chatbot Brief — Messy Business Corpus (Plan 96 Sec 4)
Reading
1. Capstone Brief: RAG Chatbot on a Messy Business Corpus (UNPUBLISHED)
9m
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M1 — Embeddings + Retrieval
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Quiz: Retrieval
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Quiz: Retrieval
10 scenario MCQs, Bloom 3-4, gate >= 80.
6 minutes
Assignment
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