{"id":13941966,"url":"https://github.com/CYQIQ/MultiCoT","last_synced_at":"2025-07-20T05:31:35.881Z","repository":{"id":225721603,"uuid":"757566741","full_name":"CYQIQ/MultiCoT","owner":"CYQIQ","description":"Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph","archived":false,"fork":false,"pushed_at":"2024-04-09T18:21:39.000Z","size":932,"stargazers_count":146,"open_issues_count":3,"forks_count":24,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-11-27T11:37:46.356Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CYQIQ.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-02-14T18:52:36.000Z","updated_at":"2024-11-16T23:33:55.000Z","dependencies_parsed_at":"2024-04-09T19:42:40.596Z","dependency_job_id":null,"html_url":"https://github.com/CYQIQ/MultiCoT","commit_stats":null,"previous_names":["cyqiq/multicot"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CYQIQ/MultiCoT","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CYQIQ%2FMultiCoT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CYQIQ%2FMultiCoT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CYQIQ%2FMultiCoT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CYQIQ%2FMultiCoT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CYQIQ","download_url":"https://codeload.github.com/CYQIQ/MultiCoT/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CYQIQ%2FMultiCoT/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266071519,"owners_count":23871940,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-08T02:01:38.095Z","updated_at":"2025-07-20T05:31:30.843Z","avatar_url":"https://github.com/CYQIQ.png","language":"Jupyter Notebook","readme":"# MultiCoT\n\n## Overview\n`MultiCoT` is a repository that demonstrates [Chain-of-Table](https://arxiv.org/abs/2401.04398) reasoning on multiple tables powered by [LangGraph](https://github.com/langchain-ai/langgraph).\n\nTry the hosted demo: https://cyqiq-cot-demo-c27oq5sqda-uc.a.run.app/\n\n## Installation\n\nFollow these steps to set up `MultiCoT`:\n\n1. **Clone the Repository**\n    ```\n    git clone https://github.com/CYQIQ/MultiCoT.git\n    ```\n2. **Install Dependencies**\n    Navigate to the repository directory and run:\n    ```\n    pip install -r requirements.txt\n    ```\n3. **Configure API Keys**\n    Create a `.env` file in the root directory. Add your OpenAI API key and LangChain API details as follows:\n    ```\n    OPENAI_API_KEY=\"...\"\n    LANGCHAIN_API_KEY=\"...\"\n    LANGCHAIN_TRACING_V2=\"...\"\n    LANGCHAIN_ENDPOINT=\"...\"\n    LANGCHAIN_PROJECT=\"...\"\n    ```\n\n## Usage\nFor detailed instructions on how to run `MultiCoT`, refer to the `CYQIQ_COT.ipynb` Jupyter Notebook within the repository.\n\n## Data\nThe `data` directory includes an example dataset comprised of 6 CSV files necessary to run the notebook. To run MultiCoT with your own data, change the data loading logic and the table descriptions in `CYQIQ_COT.ipynb`\n\n## Help\nFeel free to email us at hello@cyqiq.ai\n\n## Acknowledgments\n- Big thanks to [@hwchase17](https://github.com/hwchase17) and team [LangChain](https://github.com/langchain-ai) for their amazing guides.\n- Big thanks to [@zaturalma2](https://github.com/zaturalma2) for helping put the notebook together.\n","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCYQIQ%2FMultiCoT","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FCYQIQ%2FMultiCoT","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCYQIQ%2FMultiCoT/lists"}