GitHub NOTEBOOK resource

Oai Assigment Simple

Repository 21 Lessons, Get Started Building with Generative AI

Licence: OPEN MIT
Authors: Microsoft (microsoft)
Updated: 2026-07-14 · GitHub
Language: en detected
Length: 40 words

Open original ↗

{ }

Jupyter notebook Converted to a read-only view · code is not executed

Source: Oai Assigment Simple · GitHub · microsoft/generative-ai-for-beginners Authors: Microsoft (microsoft) Licence: MIT — https://spdx.org/licenses/MIT.html

In [1]

import os
from openai import OpenAI
from dotenv import load_dotenv

load_dotenv()

API_KEY = os.getenv("OPENAI_API_KEY","").strip()
assert API_KEY, "ERROR: OpenAI Key is missing"
client = OpenAI(
    api_key=API_KEY
    )

model = "gpt-5-mini"

In [2]

# Create your first prompt
text_prompt = " My foot hurts, what can be wrong?"

response = client.responses.create(
  model=model,
  input = [
      {"role":"system", "content":"I'm a doctor, specialist on surgery"},
      {"role":"user","content":text_prompt},],
  store=False,)

response.output_text

Metadata record

One description, two standard projections

Built from what the sources declared and what the gates observed. Nothing absent has been filled in here. 1 value read out of the text by the enrichment rules stands under its element, marked inferred, and is kept apart in the exports.

Valid

Profile: aimpro-oer-profile/1 built 2026-10-09
Content language: en English

Export Dublin Core LOM Internal record

Show empty elements

DCMI Metadata Terms. Dublin Core has no element that separates the original file from the text extracted out of it, and none for LOM's educational characterisation. Both survive here as provenance statements and in the record itself, not in the projection. the standard ↗

The groups below are this library's, for reading. DCMI Terms itself has no categories; each term keeps its standard name.

Identity 3/3

Identifier dcterms:identifier this engine resource_id source 3 assertions: tag:aim-pro.eu,2026:oer/43d55df3593d
https://github.com/microsoft/generative-ai-for-beginners/blob/main/07-building-chat-applications/python/oai-assigment-simple.ipynb
repository-path:07-building-chat-applications/python/oai-assigment-simple.ipynb
git-blob:1c0c687636c9285a280eac7094fddba511bb1ea9

This engine's id, the source URI, and any persistent identifier the source published.
Title dcterms:title source resource: Oai Assigment Simple

The title of this resource, not of the record or repository it came from.
Type dcterms:type: dcmitype:Text

A DCMI Type term for the form held, plus the source's own genre label as declared.

Responsibility 1/3

Creator dcterms:creator

source container

none found — the source did not declare it

Only agents the source named as creators. A repository owner is not made an author by default.

Contributor dcterms:contributor

source container

Microsoft (microsoft) (content provider, container)

Everyone else named, with the role as declared and the scope they were declared at.

Publisher dcterms:publisher

none found — the source did not declare it

Only when the source names a publisher of the work. The platform it was collected from is recorded as provenance instead.

Content 2/5

Description dcterms:description

source container/description

describes the repository, not this file

21 Lessons, Get Started Building with Generative AI

The abstract, and the depositor's additional notes after it when the source has a field for them.

Subject dcterms:subject

source resource

ai
azure
chatgpt
dall-e
generative-ai
generativeai
gpt
language-model
llms
microsoft-for-beginners
openai
prompt-engineering
semantic-search
transformers

Declared keywords and taxonomy terms, each carrying its scheme.

Language dcterms:language

language gate read a heuristic

The language of the content as the language gate read it.

Audience dcterms:audience

none found — the source did not declare it

Imported when the source declares an intended audience. Never inferred.

Education level dcterms:educationLevel

none found — the source did not declare it

Imported when the source declares an educational context.

Rights 2/4

Licence dcterms:license

licence gate items[full_name=microsoft/generat…

https://spdx.org/licenses/MIT.html

The licence document, as a URI where the gate resolved one.

Rights dcterms:rights

licence gate items[full_name=microsoft/generat…

MIT — assessed as OPEN by the harvester's licence gate. Conditions: attribution required. recognised open SPDX id

The verdict and the conditions, in words.

Rights holder dcterms:rightsHolder

none found — the source did not declare it

Only when named at source.

Access rights dcterms:accessRights

none found — the source did not declare it

The access condition the source declared. Not the licence.

Form and dates 3/10

Format dcterms:format

conversion notebook

text/markdown

One value per form held — the original and the extracted text.

Extent dcterms:extent

conversion notebook

889 bytes (extracted text)

Sizes in bytes, each saying which form it measures.

Issued dcterms:issued

source 2 assertions

none found — the source did not declare it

When the resource was published. Not when it was collected.

Modified dcterms:modified

source 2 assertions

2026-07-14

When the source's own record was last changed.

Created dcterms:created

source 2 assertions

none found — the source did not declare it

Accepted dcterms:dateAccepted

source 2 assertions

none found — the source did not declare it

When a publisher accepted the work, where the source records it.

Submitted dcterms:dateSubmitted

source 2 assertions

none found — the source did not declare it

When the work was submitted, where the source records it.

Available dcterms:available

source 2 assertions

none found — the source did not declare it

Valid dcterms:valid

source 2 assertions

none found — the source did not declare it

Bibliographic citation dcterms:bibliographicCitation

none found — the source did not declare it

Where the work was published, in the source's own words: a journal with its volume and pages, a conference, an imprint.

Relations and custody 2/9

Is part of dcterms:isPartOf

source 2 assertions

https://github.com/microsoft/generative-ai-for-beginners

The repository, book or record this resource was found inside.

Has part dcterms:hasPart

source resource/html_url

none found — the source did not declare it

What this resource is made of, when the source lists its parts.

Is version of dcterms:isVersionOf

source resource/html_url

none found — the source did not declare it

Has version dcterms:hasVersion

source resource/html_url

none found — the source did not declare it

References dcterms:references

source resource/html_url

none found — the source did not declare it

Works this one cites, when the source declares them as relations. What its text links to and its reference list cites is inferred, and stands under it apart.

Is referenced by dcterms:isReferencedBy

source resource/html_url

none found — the source did not declare it

What links to or cites this one, when a source declares it; inferred from the texts held otherwise, and set apart.

Requires dcterms:requires

source resource/html_url

none found — the source did not declare it

What this resource needs in order to be used, when a source declares it. The files a lab works on are inferred, and stand under it apart.

Is required by dcterms:isRequiredBy

source resource/html_url

none found — the source did not declare it

What needs this resource, when a source declares it. The lab a component belongs to is inferred, and stands under it apart.

Provenance dcterms:provenance

this engine source
conversion notebook

Retrieved from GitHub on 2026-10-09 in response to the search string “AI "AI concepts" in:name,description,readme fork:false archived:false”. GitHub served the resource and is not asserted to be its publisher or author.
Text extracted from notebook to Markdown by notebook; the original is retained unchanged beside it.
Found inside repository microsoft/generative-ai-for-beginners, whose own description is recorded separately and is not a description of this resource.

Where it was collected from, what was converted, and what container it came out of — the custody statements that would otherwise be mistaken for authorship.

IEEE 1484.12.1 Learning Object Metadata. LOM has no element for an SPDX identifier or a licence URI, so both are written into 6.3 Rights.Description. Flattening this record into simple Dublin Core would lose more again, which is why the two projections exist side by side rather than one being generated from the other. the standard ↗

1 General 4/8

Identifier 1.1

this engine resource_id
source 3 assertions

URI: tag:aim-pro.eu,2026:oer/43d55df3593d
URI: https://github.com/microsoft/generative-ai-for-beginners/blob/main/07-building-chat-applications/python/oai-assigment-simple.ipynb
REPOSITORY-PATH: 07-building-chat-applications/python/oai-assigment-simple.ipynb
GIT-BLOB: 1c0c687636c9285a280eac7094fddba511bb1ea9

This engine's identifier for the resource, the source URI, and any persistent identifier the source published.

Title 1.2

source resource

Oai Assigment Simple

Language 1.3

language gate read a heuristic

The language of the content, as the language gate read it off the converted text. The language the source declared is kept separately.

Description 1.4

source container/description

describes the repository, not this file

21 Lessons, Get Started Building with Generative AI

The abstract, and the depositor's additional notes after it as a second LangString when the source has a field for them.

Keyword 1.5

source resource

ai
azure
chatgpt
dall-e
generative-ai
generativeai
gpt
language-model
llms
microsoft-for-beginners
openai
prompt-engineering
semantic-search
transformers

Coverage 1.6

not collected — this library does not fill it

The time, place or culture the resource applies to. No source declares it.

Structure 1.7

not collected — this library does not fill it

Not declared by any of the three sources, and not estimated here.

Aggregation level 1.8

not collected — this library does not fill it

Not declared by any of the three sources, and not estimated here.

2 Life cycle 1/3

Version 2.1

none found — the source did not declare it

Status 2.2

none found — the source did not declare it

Draft, final, revised or unavailable, and only when the source says so. A first version is not thereby final.

Contribute 2.3

source container

Microsoft (microsoft) [https://github.com/microsoft] — content provider (contribution recorded against the container this resource was found in, not against the resource)

Role, entity and date per declared contribution. A role outside LOM's vocabulary is reported in the entry's description instead.

3 Meta-metadata 4/4

Identifier 3.1 this engine resource_id: URI: tag:aim-pro.eu,2026:oer/43d55df3593d/record

The identifier of this metadata record — the resource's own, with /record after it, because the record is a description of the resource and not the resource.
Contribute 3.2 this engine source: AIM-PRO WP3 OER harvester (GitHub) — creator

Who generated this record and when — a statement about the record, not about the resource.
Metadata schema 3.3: LOMv1.0
aimpro-oer-profile/1

LOMv1.0, and the profile this was built against.
Language 3.4 language gate read a heuristic: en

4 Technical 3/7

Format 4.1

conversion notebook

text/markdown

One value per form held: the original as the source published it, and the Markdown this engine extracted.

Size 4.2

conversion notebook

Bytes. The original's, because the resource is the file and not our conversion of it.

Location 4.3

this engine resource_id

https://github.com/microsoft/generative-ai-for-beginners/blob/main/07-building-chat-applications/python/oai-assigment-simple.ipynb

Where the source serves it.

Requirement 4.4

not collected — this library does not fill it

Software or hardware needed to use it. No source declares it.

Installation remarks 4.5

not collected — this library does not fill it

No source declares it.

Other platform requirements 4.6

not collected — this library does not fill it

No source declares it.

Duration 4.7

not collected — this library does not fill it

Playing time, for audio and video. The corpus holds neither.

5 Educational 0/11

Interactivity type 5.1

not collected — this library does not fill it

Active, expositive or mixed. A judgement about how the resource is used; no source declares it.

Learning resource type 5.2

none found — the source did not declare it

Only from a declaration that maps onto LOM's vocabulary. A file format is not a declaration.

Interactivity level 5.3

not collected — this library does not fill it

No source declares it, and nothing here reads the resource to judge it.

Semantic density 5.4

not collected — this library does not fill it

No source declares it, and nothing here reads the resource to judge it.

Intended end user role 5.5

none found — the source did not declare it

Imported when declared.

Context 5.6

none found — the source did not declare it

Imported when declared.

Typical age range 5.7

not collected — this library does not fill it

No source declares it.

Difficulty 5.8

none found — the source did not declare it

Imported when declared and never estimated.

Typical learning time 5.9

none found — the source did not declare it

Imported when declared. Never computed from a word count.

Description 5.10

none found — the source did not declare it

An explicit statement about educational use, when the source makes one.

Language 5.11

not collected — this library does not fill it

The language of the intended learner. Not assumed to be the content's: a lesson in English may be written for learners of it.

6 Rights 3/3

Cost 6.1 licence gate items[full_name=microsoft/generat…: no — free to use

No: the licence gate refuses anything it cannot establish open reuse terms for, before the bytes are requested.
Copyright and other restrictions 6.2 licence gate items[full_name=microsoft/generat…: yes — attribution required (MIT)

Yes unless the licence reserves nothing — attribution is a restriction. The conditions after the dash are the licence gate's reading; the export carries LOM's bare term.
Description 6.3 licence gate items[full_name=microsoft/generat…: MIT · https://spdx.org/licenses/MIT.html. Conditions: adaptation permitted, attribution required.

The SPDX id, the licence URI and the conditions. LOM has no element for any of the three, so this is where they survive.

7 Relation 2/2

Kind 7.1 source 2 assertions: ispartof
Resource 7.2 source 2 assertions: URI: https://github.com/microsoft/generative-ai-for-beginners
microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI

The container a file was found inside, and the Markdown extracted from the original. What a lab requires, and the lab a component belongs to, are inferred and stand apart.

8 Annotation 0/3

Entity 8.1

not collected — this library does not fill it

Comments on the resource's educational use, by whoever made them. The platform's review grades competencies, which are classification (9), and writes no comment here.

Date 8.2

not collected — this library does not fill it

Description 8.3

not collected — this library does not fill it

9 Classification 0/4

Purpose 9.1

not collected — this library does not fill it

Empty in the record: no source declares a competency. The alignment reads the resource for them and stands beside the record, never in it, and a taxon path derived from the search string that found it would be a claim about the query.

Taxon path 9.2

not collected — this library does not fill it

Where the competency framework goes. Empty in the record for the reason above.

Description 9.3

not collected — this library does not fill it

Keyword 9.4

not collected — this library does not fill it

What could not be established8

Where the source's metadata could not be carried over as it was — missing, contradictory, with no matching term in the standard, restructured, or taken from the repository — and what was done instead. Without these notes, an empty element would look like something the harvester missed.

Status	Field	Why
Not available	`description`	the only description available is the repository's own, which describes microsoft/generative-ai-for-beginners and not this resource. It is kept against the container and the resource's description is left empty
Not available	`creators`	nobody is named as an author of this resource — the contributions recorded are about the container or carry a non-authorial role
Not available	`dates`	no publication date was declared; a collection date is not one and is kept separately
Not available	`declared_language`	the source declared no language; the recorded content language is this engine's reading of the text
Not available	`rights_holder`	no rights holder is named at source; the licence is recorded without one rather than attributed to the platform that served it
Not available	`publisher`	the source named no publisher of the work; where it was collected from is recorded as collection provenance instead, which is a different claim
Not available	`educational`	the source declared no educational metadata — no resource type, audience, context, difficulty or learning time. Nothing here estimates them
Declared, not mapped	`structure_role`	this file sits in the container as 'notebook' by directory convention. That is a fact about the repository's layout, not a declaration that the resource is of that educational type, so no educational element is filled from it

Reuse and provenance

Resource information

Check the licence and where this came from without losing your place in the resource.

Licence

May we reuse it?

Decided before the content was downloaded, from what the source declared.

Recorded licence MIT

Read licence terms ↗

You may

use it in teaching

adapt / translate it

use it commercially

You must

keep the attribution (embedded in the document)

Recorded licence evidence Exactly what the source declared at harvest time captured

Observed declaration MIT

Declared by: Repository rights holder/maintainer; detected by GitHub Licensee
Field: items[full_name=microsoft/generative-ai-for-beginners].license.spdx_id
Claimed scope: repository-level LICENSE detection; embedded or third-party material may carry separate terms
Captured: 2026-10-09T09:55:20 UTC

GitHub matches the repository LICENSE file against known licences; it does not cover dependencies or licence mentions elsewhere.

inspect exact evidence ↗ GitHub REST licence detection documentation ↗

Technical capture details

GitHub repository-search metadata (Licensee detection)

Recorded assertion, not legal certification. This proves what the source exposed at capture time. It does not guarantee that the declarant owned every embedded third-party element.

Source lineage

Where did it come from?

Enough to answer "why is this in the corpus" by clicking.

Source: GitHub
Original: https://github.com/microsoft/generative-ai-for-… ↗
Found by: AI "AI concepts" in:name,description,readme fork:false archived:false
Harvest: b2dd55a87e60 · 2026-10-09 09:55
Conversion: notebook → markdown (notebook)
Content hash: e63917aee08851a3

The query that found it

AI "AI concepts" in:name,description,readme fork:false archived:false

Forms held

What is actually stored

The file as the source published it, and the text extracted out of it.

MD
extracted.md Extracted by this engine · text/markdown · 889 bytes · notebook → markdown (notebook)