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gaimble

https://github.com/wolff01/gaimble

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    2 of 2 committers (100.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.6%) to scientific vocabulary

Keywords

gpt-4 json openai python
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: wolff01
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 16.7 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 3
Topics
gpt-4 json openai python
Created over 1 year ago · Last pushed 10 months ago
Metadata Files
Readme License Citation

README.md

gAImble

This Python application simulates a simplified game of Blackjack and leverages multiple LLMs (Gemini, GPT, and Claude) to recommend a move—Hit, Stand, Split, Double Down, or Surrender—based on your initial hand and the dealer's card.

Features

Prompt Large Language Models (LLMs) to make decisions using realistic blackjack rules.

Stores each model's decision, reasoning, and input cards into a local SQLite database.

Supports models via LiteLLM for unified inference.

Required packages:

litellm

python-dotenv

sqlite3 (built-in with Python)

re, json, datetime (built-in)

Notes

Currently, the system assumes two-card player hands and one dealer card.

LLM behavior may vary slightly depending on their internal knowledge and version.

You can expand the database schema or logic to simulate full hands and track game outcomes.

License

MIT License. See LICENSE file for details.

Owner

  • Login: wolff01
  • Kind: user

Citation (citation.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Wolff"
  given-names: "William Wolff"
  orcid: "https://orcid.org/0000-0000-0000-0000"
title: "Comp-reasoning"
version: 0.1.0
doi: 10.5281/zenodo.1234
date-released: 2025-05-01
url: "https://github.com/wolff01/Comp-reasoning"

GitHub Events

Total
  • Release event: 1
Last Year
  • Release event: 1

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 28
  • Total Committers: 2
  • Avg Commits per committer: 14.0
  • Development Distribution Score (DDS): 0.036
Past Year
  • Commits: 28
  • Committers: 2
  • Avg Commits per committer: 14.0
  • Development Distribution Score (DDS): 0.036
Top Committers
Name Email Commits
wolff01 w****1@a****u 27
dluman d****n@a****u 1
Committer Domains (Top 20 + Academic)
allegheny.edu: 2

Issues and Pull Requests

Last synced: 9 months ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • wolff01 (1)
Top Labels
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