Intro | GammaVibe Academy

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The Agentic Pipeline

Introduction & Setup

Introduction (11:31)
Course Resources & Community
Project Setup (15:35)
Quiz

Ingestion: Fetch

The News API (11:23)
Database Foundation (15:08)
Fetching Articles (18:56)
First Run & Pagination (5:51)
Quiz

Ingestion: Triage

The Data Layer (9:09)
Building the Triage Step (16:53)
Your Gemini API Key (5:32)
First Run & Verification (9:41)
Quiz

Ingestion: Extraction

Intro (3:39)
Implementation (17:14)
First Run & Improvements (11:43)
Refactor & Parallel Processing (13:41)
Quiz

Ideation: Synthesis

Intro & Exercise (5:25)
Implementation (11:44)
First Run & Debugging (11:21)
Adding Resume (6:38)
Quiz

Ideation: Deep Dive

Intro & Exercise (2:32)
Implementation (10:40)
First Run & Debugging (10:50)
Second Run (8:17)
Quiz

Production: Writer

Intro & Structure (4:20)
Implementation (16:43)
First Run & Debugging (14:33)
Quiz

Production: Image

Intro (3:41)
Implementation (12:32)
First Run & Improvements (10:30)
Quiz

Refinements: Candidate Selection

The Selection Problem (4:40)
Variety & Freshness (17:07)
Testing Variety & Freshness (6:31)
Intro to Embeddings (7:12)
Implementing Embeddings (6:12)
Similarity Search (7:02)
Tuning with Synthetic Data (17:32)
Quiz

Refinements: Image Variety & Error Handling

Refactor & Image Variety (12:09)
Error Handling & Retries (12:06)
Quiz

Bonus: Podcast Generation

Brainstorming the Format (16:06)
The Script Step (9:34)
Testing the Script (2:18)
Selecting Voices (8:27)
The Audio Step (6:21)
Testing the Audio (6:01)
Quiz

Wrap-up

Wrap-up (3:59)
Quiz

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