✍️ writing

Kiroku

Multi-agent system to help organize and write documentation.

#academic writing
#LLMs
#multi-agent system
#Technical documentation
#Document writing
Kiroku

Product Details

Kiroku is a multi-agent system designed to help users organize and write documents. It simulates the interaction between students and supervisors in the doctoral thesis writing process, allowing the writer to play the role of the consultant, while the multi-agent system plays the role of the student. The advantage of this process is the ability to quickly generate paragraph sequences, iteratively evaluate information to change communication styles, and discuss complex topics with the help of large language models (LLMs). Kiroku requires OPENAI_API_KEY and TAVILY_API_KEY to run and supports Python versions 3.7 to 3.11.

Main Features

1
- Organize ideas: quickly generate paragraph sequences and optimize the organization of ideas.
2
- Iterative evaluation: Optimize communication by repeatedly evaluating information.
3
- Discuss complex topics: Use LLMs to discuss and deal with complex topics.
4
- Technical writing assistance: especially suitable for writing technical documents and research papers.
5
- Title and citation generation: Generate titles and citations based on user-supplied information.
6
- Multiple rounds of revisions: Conduct multiple rounds of document revisions based on feedback.
7
- Temperature control: Control the creativity of the output by adjusting the temperature of the LLM.
8
- YAML configuration: Detailed configuration through YAML files, including document type, number of paragraphs, etc.

How to Use

1
1. Obtain OPENAI_API_KEY and TAVILY_API_KEY.
2
2. Set up a Python virtual environment and install dependencies.
3
3. Prepare YAML configuration file to define document structure and writing parameters.
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4. Place the YAML file and related images in the specified directory.
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5. Run Kiroku and open the specified localhost port in the browser.
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6. Interact with Kiroku through the Gradio interface and give writing instructions.
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7. Adjust YAML configuration and writing instructions based on feedback, and revise the document.
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8. Finally generate documents that meet the needs.

Target Users

The target audience is researchers, scholars, and any professionals who need to write technical documents or academic papers. Kiroku helps them organize ideas and write documents more efficiently by simulating the academic writing process. It is especially suitable for users who need to perform complex information processing and iterative revision of documents.

Examples

Researchers use Kiroku to write academic papers, quickly constructing first drafts through system-generated paragraph sequences.

Scholars use Kiroku's iterative evaluation function to conduct multiple rounds of revisions to improve the quality of their papers.

Technical writers use Kiroku to generate titles and references for technical documents, streamlining the writing process.

Quick Access

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Categories

✍️ writing
› writing assistant
› research tools

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