Download Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models Torrent

Torrent Contents Size: 2.9 GB

Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models

Bonus Resources.txt

TXT

102.4 B

Get Bonus Downloads Here.url

URL

204.8 B

~Get Your Files Here !

1 - Welcome & How to Use This Course

1 - Course Welcome & Outcomes.mp4

MP4

19.7 MB

10 - Costs, Scaling & Ops

1 - Cost Optimization Batching & Prompt Trimming.mp4

MP4

58.6 MB

2 - Autoscaling Patterns & Backpressure Simulation.mp4

MP4

46.8 MB

3 - Rate Limiting & Throttling.mp4

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

MP4

62 MB

2 - Input Sanitization & Output Validation.mp4

MP4

52.4 MB

3 - Data Retention & Redaction.mp4

MP4

53.3 MB

demo-10-1-prompt-injection

README.md

4.4 KB

data

docs

clean_doc.txt

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

MP4

123.8 MB

2 - Retrieval at Scale with FAISS Sharding.mp4

MP4

58.7 MB

3 - Edge On-Device Inference.mp4

MP4

115.5 MB

demo-11-1-multimodal-basics

README.md

2.7 KB

env

102.4 B

images

README.txt

TXT

102.4 B

demo-11-2-faiss-sharding

README.md

4.6 KB

code

docs

shard_a_product

product_overview.txt

TXT

409.6 B

shard_b_pricing

billing_and_pricing.txt

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

PDF

7.7 KB

1 - Plan, Build & Demo Your Project.mp4

MP4

45.5 MB

2 - Quick Foundations

1 - What Is a Language Model.mp4

MP4

14 MB

2 - Chat Paradigm, Tokens & Temperature.mp4

MP4

17.3 MB

3 - Safety Pitfalls & When to Use LLMs.mp4

MP4

25.8 MB

3 - Setup, Demo Modes & Reproducibility

1 - Environment & IDE Setup.mp4

MP4

13.3 MB

2 - API Keys, Secrets & Best Practices.mp4

MP4

217.8 MB

3 - Quick Endpoints with FastAPI & Express.mp4

MP4

176.5 MB

demo-2-4-live

README.md

6 KB

Start-Both.ps1

PS1

307.2 B

Start-FastAPI.ps1

PS1

716.8 B

Start-Node.ps1

PS1

614.4 B

Test-Request.ps1

PS1

921.6 B

gitignore

0 B

node-express

app.js

4.8 KB

env_example

102.4 B

package.json

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

YML

614.4 B

gitignore

102.4 B

logs

expected-outputs.txt

TXT

204.8 B

mock

secrets_best_practices.md

1.3 KB

summarize_response.json

JSON

409.6 B

tests

4 - Prompt Engineering in Practice

1 - Iterative Prompt Improvement.mp4

MP4

68.1 MB

2 - System vs User vs Assistant Messages.mp4

MP4

49.6 MB

3 - Output Schemas & JSON Parsers.mp4

MP4

119.5 MB

4 - Prompt Pipelines & Automated Checks.mp4

MP4

95.5 MB

5 - Code Generation & Validation.mp4

MP4

59.2 MB

demo-3-1-iterative-prompt-improvement

README.md

2 KB

Run-IterativePrompt.ps1

PS1

512 B

code

demo-3-2-message-structures

README.md

3 KB

Run-MessageRoles.ps1

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

MP4

55.9 MB

2 - Build a Local FAISS Index.mp4

MP4

54.5 MB

3 - RAG Pipeline with Precomputed Embeddings.mp4

MP4

65.5 MB

4 - Context Windows & Prompt Stitching.mp4

MP4

101.5 MB

demo-4-1-rag-vs-plain

README.md

5.3 KB

code

docs

billing_and_pricing.txt

TXT

614.4 B

demo-4-2-faiss-index

README.md

5.6 KB

code

docs

billing_and_pricing.txt

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

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

MP4

103.8 MB

2 - Fine-Tune Workflow End to End.mp4

MP4

287.8 MB

3 - Alternatives to Fine-Tuning.mp4

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

MP4

19.5 MB

2 - Streaming & Real-Time Chat Backend.mp4

MP4

53.5 MB

3 - React Chat UI with Streaming & Markdown.mp4

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

TXT

0 B

server

main.py

5.6 KB

web

index.html

HTML

307.2 B

package.json

JSON

409.6 B

src

App.jsx

JSX

4.4 KB

components

8 - Agents, Tools & Safe Execution

1 - Agent Basics Orchestrating Tools.mp4

MP4

40.9 MB

2 - Code-Execution Tool with Sandboxed Tests.mp4

MP4

181.3 MB

3 - Tool Validation & Safety Guardrails.mp4

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

TXT

0 B

sandbox

__init__.py

0 B

demo-7-3-tool-guardrails

9 - Testing, Monitoring & Observability

1 - Unit & Integration Testing LLM Outputs.mp4

MP4

58.3 MB

2 - Evaluation Harness & Human Review Queue.mp4

MP4

89.3 MB

3 - Simple Observability with Logs & SQLite.mp4

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	MD	4.4 KB
env		204.8 B
observability_demo.py	PY	10.9 KB
requirements.txt	TXT	0 B

env

307.2 B

eval_harness_demo.py

8.3 KB

eval_tasks.jsonl

JSONL

1.7 KB

requirements.txt

TXT

0 B

env

307.2 B

llm_testing_demo.py

9.2 KB

requirements.txt

TXT

0 B

README.md

4.4 KB

env

307.2 B

requirements.txt

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

TXT

0 B

ChatMessage.jsx

JSX

1.5 KB

index.css

CSS

3.4 KB

main.jsx

JSX

204.8 B

vite.config.js

204.8 B

env

204.8 B

requirements.txt

TXT

0 B

streaming_chat_demo.py

4.8 KB

acme_free_tier.txt

TXT

409.6 B

acme_support_style.txt

TXT

307.2 B

env

307.2 B

requirements.txt

TXT

0 B

env

307.2 B

eval.jsonl

JSONL

1.3 KB

requirements.txt

TXT

0 B

train.jsonl

JSONL

5.1 KB

fine_tune_workflow_demo.py

8.6 KB

env

204.8 B

raw_examples.json

JSON

4.8 KB

dataset_prep_demo.py

6.4 KB

requirements.txt

TXT

0 B

advanced_features.txt

TXT

921.6 B

env

307.2 B

getting_started_part1.txt

TXT

1 KB

getting_started_part2.txt

TXT

1.2 KB

requirements.txt

TXT

0 B

env

204.8 B

product_overview.txt

TXT

512 B

usage_limits.txt

TXT

614.4 B

rag_precomputed_demo.py

8.1 KB

requirements.txt

TXT

0 B

env

204.8 B

product_overview.txt

TXT

512 B

usage_limits.txt

TXT

614.4 B

faiss_index_demo.py

10.3 KB

requirements.txt

TXT

0 B

env

102.4 B

product_overview.txt

TXT

512 B

usage_limits.txt

TXT

614.4 B

rag_vs_plain_demo.py

8.1 KB

requirements.txt

TXT

0 B

code_generation_demo.py

10.8 KB

env

102.4 B

requirements.txt

TXT

0 B

env

102.4 B

prompt_pipeline_demo.py

11 KB

requirements.txt

TXT

0 B

env

102.4 B

output_schema_demo.py

10.4 KB

requirements.txt

TXT

0 B

env

102.4 B

env_example

102.4 B

message_roles_demo.py

5.9 KB

requirements.txt

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

TXT

0 B

run-iterative-prompt.sh

307.2 B

test_config.py

204.8 B

requirements.txt

TXT

0 B

run.ps1

PS1

307.2 B

run.sh

307.2 B

requirements.txt

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

MP4

38.4 MB

edge_inference_demo.py

5.6 KB

env

409.6 B

requirements.txt

TXT

0 B

env

409.6 B

requirements.txt

TXT

0 B

sdk_mobile.txt

TXT

512 B

sharded_faiss_demo.py

10.8 KB

multimodal_demo.py

5.7 KB

office desk with coffee mug.png

PNG

1.7 MB

requirements.txt

TXT

0 B

README.md

4.5 KB

env

204.8 B

requirements.txt

TXT

0 B

retention_redaction_demo.py

8.9 KB

env

307.2 B

input_sanitization_demo.py

11.2 KB

requirements.txt

TXT

0 B

env

204.8 B

injected_doc.txt

TXT

1.1 KB

prompt_injection_demo.py

10.7 KB

requirements.txt

TXT

0 B

README.md

3.8 KB

env

409.6 B

rate_limit_demo.py

10.7 KB

requirements.txt

TXT

0 B

env

204.8 B

requirements.txt

TXT

0 B

env

409.6 B

requirements.txt

TXT

0 B

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Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models

Torrent Contents Size: 2.9 GB

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