LaTeX Bibliography from URL Generator

Generate a LaTeX-formatted bibliography entry for any academic article by simply providing its URL. This workflow automates extracting article details and converts them into a ready-to-use .bib file citation.

Flows

How the AI Flow works

User Provides Article URL.: Collect the URL of the academic article from the user.
Retrieve Article Content.: Fetch and extract the content of the provided article URL.
Generate Bibliography Prompt.: Prepare a prompt to instruct the AI to generate a bibliography entry in LaTeX format using the article’s content.
AI Generates Bibliography Entry.: AI Agent processes the article details and generates a LaTeX .bib entry.
Display Bibliography Output.: Show the generated LaTeX bibliography entry to the user for easy copy-pasting.

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 a .bib entry from a given paper URL.

                Given the url of an article paper, generate the text which I need to put in my paper .bib file. 

--Example:--
@article{{Turing1936,
  title={{On computable numbers, with an application to the Entscheidungsproblem}},
  author={{Turing, Alan Mathison}},
  journal={{J. of Math}},
  volume={{58}},
  pages={{345--363}},
  year={{1936}}
}}
---

The paper to generate bib from:
{input}

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.

ChatInput

The Chat Input component in FlowHunt initiates user interactions by capturing messages from the Playground. It serves as the starting point for flows, enabling the workflow to process both text and file-based inputs.

See ChatInput

Prompt Component in FlowHunt

Learn how FlowHunt's Prompt component lets you define your AI bot’s role and behavior, ensuring relevant, personalized responses. Customize prompts and templates for effective, context-aware chatbot flows.

See Prompt Component in FlowHunt

AI Agent

The AI Agent component in FlowHunt empowers your workflows with autonomous decision-making and tool-using capabilities. It leverages large language models and connects to various tools to solve tasks, follow goals, and provide intelligent responses. Ideal for building advanced automations and interactive AI solutions.

See AI Agent

URL Retriever

Unlock web content in your workflows with the URL Retriever component. Effortlessly extract and process the text and metadata from any list of URLs—including web articles, documents, and more. Supports advanced options like OCR for images, selective metadata extraction, and customizable caching, making it ideal for building knowledge-rich AI flows and automations.

See URL Retriever

Chat Output

Discover the Chat Output component in FlowHunt—finalize chatbot responses with flexible, multi-part outputs. Essential for seamless flow completion and creating advanced, interactive AI chatbots.

See Chat Output

Flow description

Purpose and benefits

The “Latex Bibliography Generator” is an automated workflow designed to streamline the process of generating BibTeX entries for academic papers and articles. By simply providing a URL to a paper, this workflow automatically retrieves the necessary information and formats it into a BibTeX entry suitable for inclusion in a LaTeX project’s .bib file.

Step-by-Step Process

1. User Input

Chat Input Node: The workflow starts by prompting the user to input the URL of an academic paper or article. This is typically done through a chat interface or input field.

2. Prompt Preparation

Prompt Template Node: The inputted URL is then passed into a prompt template. This template contains specific instructions for generating a BibTeX entry, including an example of the desired format:

@article{Turing1936,
  title={On computable numbers, with an application to the Entscheidungsproblem},
  author={Turing, Alan Mathison},
  journal={J. of Math},
  volume={58},
  pages={345--363},
  year={1936}
}

The prompt instructs the AI to extract and format the relevant information from the provided paper URL.

3. Content Retrieval

URL Retriever Node: Simultaneously, the workflow uses a URL retriever to access and parse the content of the provided URL. This node extracts the necessary metadata and document content, making it accessible as a tool for downstream processing.

4. AI Agent Processing

AI Agent Node: The AI agent receives both the formatted prompt and the retrieved document content. Leveraging its capabilities and the supplied tools, it generates a thorough and accurate BibTeX entry for the referenced paper.

5. Output Generation

Chat Output Node: The resulting BibTeX entry is displayed back to the user in the chat interface, ready to be copied and pasted into a LaTeX .bib file.

Workflow Structure

Step	Node Name	Functionality
1. User Input	Chat Input	Receives the paper/article URL from the user
2. Prompt Setup	Prompt Template	Prepares the instructional prompt for the AI
3. Content Fetch	URL Retriever	Gathers article metadata and content from the URL
4. Processing	AI Agent	Generates the BibTeX entry using all inputs
5. Output	Chat Output	Presents the BibTeX entry to the user

Key Benefits and Use Cases

Automation: This workflow eliminates the manual effort of locating, reading, and formatting bibliographic details, saving significant time for researchers, students, and writers.
Scalability: It can be used repeatedly for generating bibliographies of multiple papers, making it ideal for compiling extensive literature reviews or reference lists.
Accuracy: By directly retrieving content from the original source and using a structured prompt, the workflow minimizes human errors in citation details.
Convenience: The chat-based interface allows for easy interaction, and the output is immediately usable in LaTeX projects.

In Summary

The Latex Bibliography Generator automates the extraction and formatting of bibliographic information. It is particularly useful for anyone needing to quickly build accurate and properly formatted bibliographies for academic writing, thus streamlining a traditionally tedious part of the research process.

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.

Schedule a demo Try it now

Learn more

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 seeki...

Jun 6, 2025 3 min read

Convert Technical Documentation to SEO Article

Transform technical documentation from a URL into a compelling, SEO-optimized article for your website. This flow analyzes top-ranking competitor content, gener...

Jun 11, 2025 4 min read