Lyzr.ai でテキストを変換する: ステップバイステップ ガイド

pip install lyzr-automata

# For Google Colab or notebook
!pip install lyzr-automata

from lyzr_automata.ai_models.openai import OpenAIModel
from lyzr_automata import Agent, Task
from lyzr_automata.tasks.task_literals import InputType, OutputType
from lyzr_automata.pipelines.linear_sync_pipeline import LinearSyncPipeline
from lyzr_automata import Logger

API_KEY = input('Enter OpenAI API Key')
text = input('Enter the Text Here: ')

open_ai_model_text = OpenAIModel(
    api_key=API_KEY,
    parameters={
        "model": "gpt-4-turbo-preview",
        "temperature": 0.5,
        "max_tokens": 1500,
    },
)

def ai_proofreader(text):
    ProofReader = Agent(
        prompt_persona="""You are an expert proofreader who can find grammatical errors, and you excel at checking for grammar, spelling, punctuation, and formatting errors.""",
        role="AI Proofreader",
    )

    rephrase_text = Task(
        name="Rephrasing Text",
        agent=ProofReader,
        output_type=OutputType.TEXT,
        input_type=InputType.TEXT,
        model=open_ai_model_text,
        instructions=f"Check the entire text: '{text}' and rephrase it according to grammar, spelling, punctuation, and formatting errors. [Important] Avoid introduction and conclusion in the response.",
        log_output=True,
        enhance_prompt=False,
        default_input=text
    )

    remarks = Task(
        name="Remarks",
        agent=ProofReader,
        output_type=OutputType.TEXT,
        input_type=InputType.TEXT,
        model=open_ai_model_text,
        instructions=f"Check the entire text: '{text}' and provide remarks in bullet points according to grammar, spelling, punctuation, and formatting errors. [Important] Avoid introduction and conclusion in the response.",
        log_output=True,
        enhance_prompt=False,
        default_input=text
    )

    logger = Logger()

    main_output = LinearSyncPipeline(
        logger=logger,
        name="AI ProofReader",
        completion_message="App Generated all things!",
        tasks=[
            rephrase_text,
            remarks,
        ],
    ).run()

    return main_output

generated_output = ai_proofreader(text=text)
rephrased_text = generated_output[0]['task_output']
remarks = generated_output[1]['task_output']

text = """ I Rajesh have 2+ years of experience in python developer, 
I know to create backend applications, 
I am seeking a new role for new learnings """

""" 
My name is Rajesh, and I possess over two years of experience as a Python developer. 
I am skilled in creating backend applications and am currently seeking a new role to further my learning 

- The phrase "I Rajesh have 2+ years of experience in python developer" should be corrected to "I, Rajesh, have over two years of experience as a Python developer." This correction addresses a punctuation issue (adding commas around "Rajesh"), a numerical expression ("2+" to "over two"), and clarifies the role ("in python developer" to "as a Python developer").
- "python" should be capitalized to "Python" to properly denote the programming language.
- The phrase "I know to create backend applications" could be more fluidly expressed as "I know how to create backend applications" or "I am skilled in creating backend applications" for clarity and grammatical correctness.
- The phrase "I am seeking a new role for new learnings" could be improved for clarity and professionalism. A better alternative might be "I am seeking a new role to further my learning" or "I am seeking a new role to continue my professional development."
- The entire passage could benefit from better punctuation and formatting for clarity and flow. For instance, using semicolons or periods to separate independent clauses can improve readability: "My name is Rajesh, and I possess over two years of experience as a Python developer; I am skilled in creating backend applications and am currently seeking a new role to further my learning."
- Consistency in tense and style would improve the professional tone of the passage.
"""