MLA Essay Generator with Reliable Sources

Automatically generates factual, well-structured essays in MLA format using credible sources found via Google search. Ideal for students and professionals seeking accurate, referenced academic writing.

How the AI Flow works - MLA Essay Generator with Reliable Sources

How the AI Flow works

Collect User Essay Requirements

Receives the user’s essay topic and word count via chat input.

Research Credible Sources

Uses Google Search and URL Retriever tools to find and extract content from authoritative websites related to the essay topic.

Generate Structured Essay

AI Agent synthesizes research to draft a factual, readable essay following MLA structure and citation guidelines.

Enhance Essay Style

Refines the generated essay to ensure it is formal, engaging, and human-like, using sequential AI tasks.

Display Final Essay

Presents the completed essay with MLA-formatted references in the chat output for the user.

Prompts used in this flow

Below is a complete list of all prompts used in this flow to achieve its functionality. Prompts are the instructions given to the AI model to generate responses or perform actions. They guide the AI in understanding user intent and generating relevant outputs.

Prompt

Template prompt for generating an essay in MLA format using the user's input, following a detailed academic outline.

                use the users input to generate an essay that is formatted in this way:
-----------------------------------------------------------------
I. Introduction
A. Hook/ Attention Grabber
1. Provide a sentence that will catch the reader’s interest.
2. Try not to make a broad/generalized statement.
3. Offer something concise and catchy.
B. Background Information
1. Provide general background information.
2. Offer some more specific background information (as needed).
3. Provide the title of the piece and the author’s name if the essay is about a
specific book/poem/article/passage.
C. Thesis Statement
1. State your topic and position. Remember that a thesis = claim + reasons.
2. Outline your main points and ideas.
II. Body
A. Paragraph 1 (first main point)
1. Topic sentence: what is this paragraph about?
2. Supporting evidence and ideas
a) Give reasons, facts, proof, statistics, quotes (with citations).
b) Analyze your supporting evidence.
(1) Why does your evidence matter? What does it mean?
(2) Transition to the next point.
3. Summarize and transition to your next main idea.
B. Paragraph 2 (second main point)
1. Topic sentence: what is this paragraph about?
2. Supporting evidence and ideas
a) Give reasons, facts, proof, statistics, quotes (with citations).
Essay Outline Template, Fall 2020. 2 of 2
b) Analyze your supporting evidence.
(1) Why does your evidence matter? What does it mean?
(2) Transition to the next point.
3. Summarize and transition to your next main idea.
C. Possible Paragraph 3 (third main point)
1. Topic sentence: what is this paragraph about?
2. Supporting evidence and ideas
a) Give reasons, facts, proof, statistics, quotes (with citations).
b) Analyze your supporting evidence.
(1) Why does your evidence matter? What does it mean?
(2) Transition to the next point.
3. Summarize and transition to your next main idea or conclusion.
D. Possible Paragraph 4 (fourth main point)
1. Topic sentence: what is this paragraph about?
2. Supporting evidence and ideas
a) Give reasons, facts, proof, statistics, quotes (with citations).
b) Analyze your supporting evidence.
(1) Why does your evidence matter? What does it mean?
(2) Transition to the next point.
c) Provide more reasons/facts/evidence/etc. (with citations).
d) Analyze your supporting evidence.
(1) Why does your evidence matter? What does it mean?
(2) Transition to the concluding sentence.
3. Summarize and transition to your conclusion.
[NOTE: Continue with as many body paragraphs as necessary to develop your topic fully.
Remember to include only one main point per paragraph. If you’re moving to a new main point,
create a new paragraph.]
III. Conclusion
A. Summarize key points and pull it all together.
1. Don’t introduce new information/ evidence.
2. Don’t repeat your writing verbatim from previous parts of the paper.
B. Offer closing thoughts and give the reader something to think about.
1. Suggest a call-to-action.
2. Provide a look into the future related to your topic.
IV. References in MLA format
**don't include any of these instructions in the text itself**
----------------------------------------------------

the input should be formatted like: topic/word count if it is not make sure to ask the user to insert correct format.

---CONTEXT START---
 {context} 
---

---INPUT START---
 {input} 
---

respect the word count specified by the user.

BLOG:
            

Essay generation with credible sources

Task instruction for generating a well-researched, clear, and accurate essay using only credible sources and accessible language.

                Task:
Write a well-researched, coherent essay that synthesizes information from credible and trustworthy sources. Ensure that all facts, data, and arguments are derived from reliable references, emphasizing clarity, readability, and accuracy. The essay should be structured in a way that is engaging and easy to follow for a general audience, avoiding overly complex jargon or technical language.

Guidelines:

Credibility: Rely only on verifiable, authoritative sources such as academic publications, government websites, and well-known organizations.
Clarity: Present information in a clear, concise manner, making it accessible to readers with varying levels of knowledge on the topic.
Structure: Organize the essay logically with a clear introduction, body, and conclusion. Use transitions between ideas to ensure smooth readability.
Engagement: While maintaining a formal tone, aim for a natural flow of ideas and insights to keep the audience engaged and interested.
Example:
Given the topic of ancient civilizations, instead of simply listing historical facts, weave a narrative that explains their significance, cultural contributions, and lasting impact, ensuring that the essay remains informative and easy to read.

            

Formal, Human-like Refinement

Task instruction for transforming a generated essay into a refined, formal, and engaging human-like style.

                the task is to transform the given input into a refined, formal style that also feels human-like and engaging. The goal is to produce text that reads like a thoughtful, professional reflection, with varied sentence structure and sophisticated vocabulary. Use the following guidelines:

    1. **Elevated Vocabulary**: Replace casual or straightforward phrases with more formal and nuanced language, ensuring the text feels polished and professional.
    2. **Complex Sentence Structure**: Vary sentence length and complexity, using longer, more descriptive sentences where appropriate, while mixing in shorter, impactful statements for emphasis.
    3. **Reflective Tone**: Add a layer of interpretation or reflection to the text, considering the broader implications of the topic rather than simply reporting facts.
    4. **Formal but Human**: Maintain a formal tone, avoiding conversational language, but ensure the text still feels engaging and written by a human—by including slight emotional engagement or rhetorical questions.
    
    Example Input: 
    > The Achaemenid Empire was vast and influential. It was created by Cyrus the Great and spanned three continents, from the Balkans to the Indus Valley. The empire was known for its administrative system, which used satraps to manage local regions effectively. 
    
    Example Output:
    > Imagine an empire so vast and diverse that it stretched across three continents, seamlessly uniting cultures under one rule. This was the Achaemenid Empire, a towering force of ancient civilization, brought into being by the visionary leadership of Cyrus the Great. From the Balkans in Europe to the Indus Valley in Asia, this empire not only expanded geographically but also cultivated a rich tapestry of cultural exchange. Its governance was equally remarkable: the use of satraps—regional governors—allowed for localized control while preserving the central authority, ensuring the empire’s stability across its vast territories.

Transform the input text into a more formal, human-like style based on these guidelines.

the input is an already generated essay
            

Components used in this flow

Below is a complete list of all components used in this flow to achieve its functionality. Components are the building blocks of every AI Flow. They allow you to create complex interactions and automate tasks by connecting various functionalities. Each component serves a specific purpose, such as handling user input, processing data, or integrating with external services.

Flow description

Purpose and benefits

Workflow Description: Essay Generator with Sources in MLA Format

Overview

This workflow automates the generation of factual and accurate essays using reliable sources, formatted according to MLA guidelines. The essays follow a high-quality outline model developed by San José State University. The system is designed as a chatbot, making it easy for users to interact, provide a topic and word count, and receive a well-structured, polished essay with properly cited references.

User Experience

  • Chatbot Interface: When a user opens the chat, they are greeted with a welcome message that explains the chatbot’s purpose and instructions for providing input (topic/word count).
  • Input Handling: Users provide their essay topic and the desired word count in a specific format. If the input is not formatted correctly, the system prompts the user to adjust it.

Essay Generation Pipeline

The workflow employs a multi-step automation, combining prompt templates, AI agents, and research tools to ensure quality and reliability:

  1. Prompt Template Application
    The user’s topic and word count are embedded into a detailed essay outline template. This template structures the essay into:

    • Introduction (with attention grabber, background, and thesis)
    • Multiple body paragraphs (each with topic sentences, supporting evidence, analysis, and transitions)
    • Conclusion (summarizing points and offering closing thoughts)
    • References section in MLA format
  2. Research and Source Gathering

    • AI Agents and Tools: Two AI agents are used, each with access to research tools:
      • Google Search: To find top, authoritative sources on the topic.
      • URL Retriever: To extract content from the found URLs.
    • Sourcing Process: The agents use the Google Search tool to collect relevant URLs and retrieve their content. Only credible sources (academic, government, major organizations) are considered.
  3. Essay Synthesis

    • The first AI agent (with a research writer backstory) synthesizes information from the collected sources, ensuring the essay is coherent, accurate, and readable for a general audience.
    • The essay is written to avoid jargon, prioritize clarity, and use facts from the gathered sources.
  4. Stylistic Refinement

    • The second AI agent receives the draft essay and is tasked with enhancing its style:
      • Elevates vocabulary to a more formal and nuanced tone.
      • Varies sentence structure for a professional, human-like quality.
      • Adds reflective insights, making the essay more engaging and thoughtful.
      • Ensures the essay maintains a formal yet accessible style.
  5. Output Delivery

    • The final, polished essay—structured, accurate, and fully referenced in MLA style—is output to the user in the chat.

Process Flow Diagram

StepTool/Agent UsedPurpose
User opens chatMessage WidgetGreets and instructs the user
User submits topic/word countChat InputReceives and validates user input
Apply essay templatePrompt TemplateStructures the essay according to academic best practices
Research sourcesGoogle Search, URL RetrieverFinds and extracts content from authoritative sources
Draft essayAI Agent #1Synthesizes information into a readable, factual essay
Refine essay styleAI Agent #2Enhances style and tone for professionalism and engagement
Display final essayChat OutputOutputs the completed essay to the user

Key Features and Benefits

  • Academic Structure: Ensures all essays follow a proven outline, making them suitable for educational use.
  • Reliable Sources: Automates research from credible, up-to-date sources, enhancing the essay’s factual accuracy.
  • MLA Formatting: References are automatically formatted to MLA style, saving users time and ensuring compliance with academic standards.
  • Quality Writing: Dual-agent approach guarantees not just factual accuracy but also a polished, engaging writing style.
  • Scalability & Automation: The workflow can handle unlimited essay requests with consistent quality, making it highly scalable for classrooms, content agencies, or educational platforms.

Use Cases

  • Students: Quickly generate well-structured essays for assignments.
  • Educators: Create exemplar essays or prompts for classroom use.
  • Content Creators: Produce research-backed articles or blog posts efficiently.
  • Tutoring Platforms: Offer automated essay writing assistance to learners.

Conclusion

This workflow represents a robust, scalable solution for automated essay writing. By integrating research tools, structured prompts, and advanced AI agents, it delivers high-quality, academically sound essays on demand—empowering users to create, learn, and teach more efficiently.

Let us build your own AI Team

We help companies like yours to develop smart chatbots, MCP Servers, AI tools or other types of AI automation to replace human in repetitive tasks in your organization.

Learn more