Show-Me

A transparent and visual open-source alternative to ChatGPT.

PremiumNewProductProgrammingOpen SourceVisualization

Show-Me is an open-source application designed to offer a visual and transparent alternative to interactions with traditional large language models (such as ChatGPT). It breaks down complex problems into a series of reasoning sub-tasks, allowing users to understand the step-by-step thinking process of the language model. The application interacts with the language model using LangChain and visualizes the reasoning process through a dynamic graphical interface.

Self-correcting reasoning: The system iteratively improves its answers based on automatic checks
enhancing accuracy and demonstrating a 'self-repair' behavior.
Visual reasoning diagrams: Provides dynamic graphical visualization of the language model's reasoning process
making it transparent and easier to understand.
Task decomposition: Breaks down complex problems into smaller
more manageable sub-tasks
facilitating more accurate and efficient problem-solving.
Code generation and execution (limited): Capable of generating and executing basic Python Pandas code within a specific context for data manipulation and analysis tasks.
Software reasoning (experimental): Includes an experimental mode aimed at handling software-related reasoning tasks
showcasing the framework's adaptability across various domains.

\The target audience includes developers
data scientists
researchers
and tech enthusiasts interested in the inference process of language models. Show-Me helps users understand the solutions to complex problems through visualization
making it suitable for professionals who require an in-depth understanding of the reasoning logic behind language models.\

Developers using Show-Me to generate Python code for dataset analysis.
Researchers leveraging Show-Me's visualization features to understand the reasoning process of language models on specific problems.
Data scientists utilizing Show-Me to validate their data analysis results and ensure the accuracy of reasoning.

Clone the repository: Use the git clone command to clone the Show-Me GitHub repository.
Backend setup: Navigate to the backend directory
create and activate a virtual environment
install dependencies
and configure environment variables.

Visit

Show-Me Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

Show-Me Visit Trend

Show-Me Visit Geography

Show-Me Traffic Sources

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Show-Me

Show-Me Visit Over Time

Show-Me Visit Trend

Show-Me Visit Geography

Show-Me Traffic Sources

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