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Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models

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Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models (Size: 2.9 GB)
  Bonus Resources.txt 102.4 B
  Get Bonus Downloads Here.url 204.8 B
  ~Get Your Files Here !
  1 - Welcome & How to Use This Course
  1 - Course Welcome & Outcomes.mp4 19.7 MB
  10 - Costs, Scaling & Ops
  1 - Cost Optimization Batching & Prompt Trimming.mp4 58.6 MB
  2 - Autoscaling Patterns & Backpressure Simulation.mp4 46.8 MB
  3 - Rate Limiting & Throttling.mp4 46.6 MB
  demo-9-1-cost-optimization
  README.md 4.2 KB
  cost_optimization_demo.py 11.1 KB
  demo-9-2-autoscaling-backpressure
  README.md 4.5 KB
  autoscaling_backpressure_demo.py 12 KB
  demo-9-3-rate-limiting
  11 - Security, Privacy & Responsible AI
  1 - Prompt-Injection Attacks & Mitigations.mp4 62 MB
  2 - Input Sanitization & Output Validation.mp4 52.4 MB
  3 - Data Retention & Redaction.mp4 53.3 MB
  demo-10-1-prompt-injection
  README.md 4.4 KB
  data
  docs
  clean_doc.txt 512 B
  demo-10-2-sanitization-validation
  README.md 4.3 KB
  demo-10-3-data-retention
  12 - Advanced Topics
  1 - Multimodal Basics Image + Text.mp4 123.8 MB
  2 - Retrieval at Scale with FAISS Sharding.mp4 58.7 MB
  3 - Edge On-Device Inference.mp4 115.5 MB
  demo-11-1-multimodal-basics
  README.md 2.7 KB
  env 102.4 B
  images
  README.txt 102.4 B
  demo-11-2-faiss-sharding
  README.md 4.6 KB
  code
  docs
  shard_a_product
  product_overview.txt 409.6 B
  shard_b_pricing
  billing_and_pricing.txt 409.6 B
  shard_c_sdk
  demo-11-3-edge-on-device
  README.md 4.7 KB
  code
  13 - Capstone Build, Demo & Reflect
  1 - Capstone_Project_Guide.pdf.pdf 7.7 KB
  1 - Plan, Build & Demo Your Project.mp4 45.5 MB
  2 - Quick Foundations
  1 - What Is a Language Model.mp4 14 MB
  2 - Chat Paradigm, Tokens & Temperature.mp4 17.3 MB
  3 - Safety Pitfalls & When to Use LLMs.mp4 25.8 MB
  3 - Setup, Demo Modes & Reproducibility
  1 - Environment & IDE Setup.mp4 13.3 MB
  2 - API Keys, Secrets & Best Practices.mp4 217.8 MB
  3 - Quick Endpoints with FastAPI & Express.mp4 176.5 MB
  demo-2-4-live
  README.md 6 KB
  Start-Both.ps1 307.2 B
  Start-FastAPI.ps1 716.8 B
  Start-Node.ps1 614.4 B
  Test-Request.ps1 921.6 B
  gitignore 0 B
  node-express
  app.js 4.8 KB
  env_example 102.4 B
  package.json 204.8 B
  python-fastapi
  env_example 102.4 B
  main.py 5 KB
  module-02-lecture-02-demo
  README.md 1.8 KB
  code
  app.py 3 KB
  config.py 716.8 B
  env_example 204.8 B
  github-actions-example.yml 614.4 B
  gitignore 102.4 B
  logs
  expected-outputs.txt 204.8 B
  mock
  secrets_best_practices.md 1.3 KB
  summarize_response.json 409.6 B
  tests
  4 - Prompt Engineering in Practice
  1 - Iterative Prompt Improvement.mp4 68.1 MB
  2 - System vs User vs Assistant Messages.mp4 49.6 MB
  3 - Output Schemas & JSON Parsers.mp4 119.5 MB
  4 - Prompt Pipelines & Automated Checks.mp4 95.5 MB
  5 - Code Generation & Validation.mp4 59.2 MB
  demo-3-1-iterative-prompt-improvement
  README.md 2 KB
  Run-IterativePrompt.ps1 512 B
  code
  demo-3-2-message-structures
  README.md 3 KB
  Run-MessageRoles.ps1 307.2 B
  code
  demo-3-3-output-schemas
  README.md 3.2 KB
  code
  demo-3-4-prompt-pipelines
  README.md 4.8 KB
  code
  demo-3-5-code-gen-validation
  README.md 4.8 KB
  code
  5 - Retrieval-Augmented Generation (RAG)
  1 - RAG vs Plain Prompts.mp4 55.9 MB
  2 - Build a Local FAISS Index.mp4 54.5 MB
  3 - RAG Pipeline with Precomputed Embeddings.mp4 65.5 MB
  4 - Context Windows & Prompt Stitching.mp4 101.5 MB
  demo-4-1-rag-vs-plain
  README.md 5.3 KB
  code
  docs
  billing_and_pricing.txt 614.4 B
  demo-4-2-faiss-index
  README.md 5.6 KB
  code
  docs
  billing_and_pricing.txt 614.4 B
  demo-4-3-rag-precomputed
  README.md 6.8 KB
  code
  build_embeddings_index.py 3.7 KB
  docs
  billing_and_pricing.txt 614.4 B
  demo-4-4-context-window
  README.md 5.1 KB
  code
  context_window_demo.py 10.7 KB
  docs
  6 - Fine-Tuning & Customization
  1 - Dataset Prep & Validation.mp4 103.8 MB
  2 - Fine-Tune Workflow End to End.mp4 287.8 MB
  3 - Alternatives to Fine-Tuning.mp4 59.6 MB
  demo-5-1-dataset-prep
  README.md 5.4 KB
  code
  data
  raw
  demo-5-2-fine-tune-workflow
  README.md 5.6 KB
  code
  data
  processed
  demo-5-3-alternatives
  README.md 5.9 KB
  code
  alternatives_demo.py 7.1 KB
  data
  docs
  7 - Building Chat Apps Web
  1 - App Architectures Serverless vs Serverful.mp4 19.5 MB
  2 - Streaming & Real-Time Chat Backend.mp4 53.5 MB
  3 - React Chat UI with Streaming & Markdown.mp4 115.1 MB
  demo-6-1-app-architectures
  README.md 5 KB
  code
  app_arch_demo.py 8.2 KB
  demo-6-2-streaming-chat
  README.md 4.8 KB
  code
  demo-6-3-react-chat-stream
  README.md 5.8 KB
  env 307.2 B
  requirements.txt 0 B
  server
  main.py 5.6 KB
  web
  index.html 307.2 B
  package.json 409.6 B
  src
  App.jsx 4.4 KB
  components
  8 - Agents, Tools & Safe Execution
  1 - Agent Basics Orchestrating Tools.mp4 40.9 MB
  2 - Code-Execution Tool with Sandboxed Tests.mp4 181.3 MB
  3 - Tool Validation & Safety Guardrails.mp4 69.2 MB
  demo-7-1-agent-basics
  README.md 4 KB
  agent_demo.py 9.2 KB
  demo-7-2-code-exec-sandbox
  README.md 5.2 KB
  agent_code_exec_demo.py 9.6 KB
  env 307.2 B
  requirements.txt 0 B
  sandbox
  __init__.py 0 B
  demo-7-3-tool-guardrails
  9 - Testing, Monitoring & Observability
  1 - Unit & Integration Testing LLM Outputs.mp4 58.3 MB
  2 - Evaluation Harness & Human Review Queue.mp4 89.3 MB
  3 - Simple Observability with Logs & SQLite.mp4 78.2 MB
  demo-8-1-llm-testing
  README.md 3.3 KB
  demo-8-2-eval-harness
  README.md 3.7 KB
  data
  demo-8-3-observability
  README.md 4.4 KB
  env 204.8 B
  observability_demo.py 10.9 KB
  requirements.txt 0 B
  env 307.2 B
  eval_harness_demo.py 8.3 KB
  eval_tasks.jsonl 1.7 KB
  requirements.txt 0 B
  env 307.2 B
  llm_testing_demo.py 9.2 KB
  requirements.txt 0 B
  README.md 4.4 KB
  env 307.2 B
  requirements.txt 0 B
  tool_guardrails_demo.py 13.9 KB
  sandbox_runner.py 5.9 KB
  tests_catalog.py 2.2 KB
  env 307.2 B
  requirements.txt 0 B
  ChatMessage.jsx 1.5 KB
  index.css 3.4 KB
  main.jsx 204.8 B
  vite.config.js 204.8 B
  env 204.8 B
  requirements.txt 0 B
  streaming_chat_demo.py 4.8 KB
  acme_free_tier.txt 409.6 B
  acme_support_style.txt 307.2 B
  env 307.2 B
  requirements.txt 0 B
  env 307.2 B
  eval.jsonl 1.3 KB
  requirements.txt 0 B
  train.jsonl 5.1 KB
  fine_tune_workflow_demo.py 8.6 KB
  env 204.8 B
  raw_examples.json 4.8 KB
  dataset_prep_demo.py 6.4 KB
  requirements.txt 0 B
  advanced_features.txt 921.6 B
  env 307.2 B
  getting_started_part1.txt 1 KB
  getting_started_part2.txt 1.2 KB
  requirements.txt 0 B
  env 204.8 B
  product_overview.txt 512 B
  usage_limits.txt 614.4 B
  rag_precomputed_demo.py 8.1 KB
  requirements.txt 0 B
  env 204.8 B
  product_overview.txt 512 B
  usage_limits.txt 614.4 B
  faiss_index_demo.py 10.3 KB
  requirements.txt 0 B
  env 102.4 B
  product_overview.txt 512 B
  usage_limits.txt 614.4 B
  rag_vs_plain_demo.py 8.1 KB
  requirements.txt 0 B
  code_generation_demo.py 10.8 KB
  env 102.4 B
  requirements.txt 0 B
  env 102.4 B
  prompt_pipeline_demo.py 11 KB
  requirements.txt 0 B
  env 102.4 B
  output_schema_demo.py 10.4 KB
  requirements.txt 0 B
  env 102.4 B
  env_example 102.4 B
  message_roles_demo.py 5.9 KB
  requirements.txt 0 B
  run-message-roles.sh 204.8 B
  env 102.4 B
  env_example 102.4 B
  iterative_prompt.py 5.6 KB
  requirements.txt 0 B
  run-iterative-prompt.sh 307.2 B
  test_config.py 204.8 B
  requirements.txt 0 B
  run.ps1 307.2 B
  run.sh 307.2 B
  requirements.txt 102.4 B
  start-both.sh 102.4 B
  start-fastapi.sh 512 B
  start-node.sh 409.6 B
  test-request.sh 512 B
  4 - Quick OpenAI API Overview.mp4 38.4 MB
  edge_inference_demo.py 5.6 KB
  env 409.6 B
  requirements.txt 0 B
  env 409.6 B
  requirements.txt 0 B
  sdk_mobile.txt 512 B
  sharded_faiss_demo.py 10.8 KB
  multimodal_demo.py 5.7 KB
  office desk with coffee mug.png 1.7 MB
  requirements.txt 0 B
  README.md 4.5 KB
  env 204.8 B
  requirements.txt 0 B
  retention_redaction_demo.py 8.9 KB
  env 307.2 B
  input_sanitization_demo.py 11.2 KB
  requirements.txt 0 B
  env 204.8 B
  injected_doc.txt 1.1 KB
  prompt_injection_demo.py 10.7 KB
  requirements.txt 0 B
  README.md 3.8 KB
  env 409.6 B
  rate_limit_demo.py 10.7 KB
  requirements.txt 0 B
  env 204.8 B
  requirements.txt 0 B
  env 409.6 B
  requirements.txt 0 B

Description


Build AI Applications with OpenAI APIs and ChatGPT Models

https://WebToolTip.com

Published 12/2025
Created by Learning District
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All | Genre: eLearning | Language: English | Duration: 39 Lectures ( 10h 3m ) | Size: 2.94 GB

Build real-world AI apps with OpenAI APIs and ChatGPT models using Python and JavaScript, from prompts to production.

What you'll learn
Build real-world AI features using OpenAI APIs
Design effective prompts for reliable, controlled outputs
Implement Retrieval-Augmented Generation (RAG) from scratch
Fine-tune models and know when not to
Build end-to-end chat applications
Use agents and tools safely (function calling & code execution)
Test, monitor, and evaluate LLM behavior in production-like setups
Control cost, scale responsibly, and apply safety & privacy best practices

Requirements
Basic programming experience
Familiarity with the command line, terminal, or bash
Visual Studio Code or IDE of your choice installed
OpenAI account or ChatGPT account
Basic HTTP / web familiarity (nice to have, not mandatory)
Basic API knowledge
Interest on how to plug AI into real applications

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