Initial commit: LangChain evolution tutorial deck (132 slides)
- Cover, TOC, 5 dividers, 3 recap slides - 5 sections (chains, langgraph, deepagents, openswe, ecosystem) - design-system.js with theme tokens + 9 helper functions - research/: timeline + sources + per-tech notes - final-compile.js + merge.js for rebuild pipeline - output/: langchain-evolution.pptx (2.3 MB) + langchain-evolution.pdf (1.1 MB) + 7 sample previews
This commit is contained in:
@@ -0,0 +1,57 @@
|
||||
// Slide 11: PydanticOutputParser -- structured output via Pydantic schema
|
||||
// Code slide: Pydantic model -> parser -> validated instance.
|
||||
|
||||
const ds = require('./design-system');
|
||||
|
||||
function createSlide(pres, theme) {
|
||||
const slide = pres.addSlide();
|
||||
ds.helpers.slideBase(slide, pres, theme);
|
||||
|
||||
ds.helpers.addHeader(slide, pres, theme, {
|
||||
eyebrow: 'STAGE 1: CHAINS',
|
||||
section: 'Output parsers',
|
||||
title: 'PydanticOutputParser -- типизированный выход',
|
||||
sectionNumber: 1,
|
||||
});
|
||||
|
||||
ds.helpers.addCodeBlock(slide, pres, theme, {
|
||||
x: 0.5, y: 1.5, w: 9.0, h: 3.25,
|
||||
language: 'python',
|
||||
filePath: 'examples/parser_pydantic.py',
|
||||
code: [
|
||||
'from pydantic import BaseModel, Field',
|
||||
'from langchain_core.prompts import ChatPromptTemplate',
|
||||
'from langchain_core.output_parsers import PydanticOutputParser',
|
||||
'from langchain.chat_models import init_chat_model',
|
||||
'',
|
||||
'class MovieReview(BaseModel):',
|
||||
' title: str = Field(description="Movie title")',
|
||||
' rating: int = Field(description="Rating from 1 to 10")',
|
||||
' summary: str = Field(description="One-sentence summary")',
|
||||
'',
|
||||
'parser = PydanticOutputParser(pydantic_object=MovieReview)',
|
||||
'',
|
||||
'prompt = ChatPromptTemplate.from_messages([',
|
||||
' ("system", "Extract review fields.\\n{format_instructions}"),',
|
||||
' ("human", "{review_text}"),',
|
||||
']).partial(format_instructions=parser.get_format_instructions())',
|
||||
'',
|
||||
'chain = prompt | init_chat_model("openai:gpt-4.1-mini") | parser',
|
||||
'review = chain.invoke({"review_text": "Inception was brilliant. 9/10."})',
|
||||
'print(review.title, review.rating, review.summary)',
|
||||
].join('\n'),
|
||||
});
|
||||
|
||||
ds.helpers.addCallout(slide, pres, theme, {
|
||||
x: 0.5, y: 4.85, w: 9.0, h: 0.3,
|
||||
kind: 'success',
|
||||
text: 'В v1.0 рекомендуется model.with_structured_output(Schema) -- он использует tool calling и точнее.',
|
||||
});
|
||||
|
||||
ds.helpers.addSourceLine(slide, pres, theme, {
|
||||
source: 'python.langchain.com/docs/how_to/pydantic_output_parser/',
|
||||
});
|
||||
ds.helpers.addPageNumber(slide, pres, theme, 11);
|
||||
}
|
||||
|
||||
module.exports = { createSlide };
|
||||
Reference in New Issue
Block a user