{"id":24782275,"url":"https://github.com/hadjuse/chatbot-malagasy","last_synced_at":"2026-04-28T20:37:17.859Z","repository":{"id":274158940,"uuid":"922090616","full_name":"hadjuse/ChatBot-Malagasy","owner":"hadjuse","description":"A little project to show how to use mistral to create a little chatbot using mistral and Langchain","archived":false,"fork":false,"pushed_at":"2025-01-25T10:10:36.000Z","size":0,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-25T10:26:17.573Z","etag":null,"topics":["langchain-python","mistral-api","mistralai","python3"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hadjuse.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2025-01-25T09:41:48.000Z","updated_at":"2025-01-25T10:10:39.000Z","dependencies_parsed_at":"2025-01-25T10:36:34.107Z","dependency_job_id":null,"html_url":"https://github.com/hadjuse/ChatBot-Malagasy","commit_stats":null,"previous_names":["hadjuse/chatbot-malagasy"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadjuse%2FChatBot-Malagasy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadjuse%2FChatBot-Malagasy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadjuse%2FChatBot-Malagasy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hadjuse%2FChatBot-Malagasy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hadjuse","download_url":"https://codeload.github.com/hadjuse/ChatBot-Malagasy/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245214936,"owners_count":20578889,"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":["langchain-python","mistral-api","mistralai","python3"],"created_at":"2025-01-29T11:16:40.718Z","updated_at":"2026-04-28T20:37:17.831Z","avatar_url":"https://github.com/hadjuse.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Project RAG response in Malagasy\nThis little project is a chatbot built using the Retrieval-Augmented Generation (RAG) approach with Langchain. It focuses on providing responses in Malagasy.\n\n## Features\n- RAG for precise responses  \n- Langchain integration for NLP  \n- Straightforward setup and deployment\n\n## Prerequisites\n- Python 3.8+  \n- Jupyter Notebook  \n- Required Python packages (in `requirements.txt`)\n\n## Installation\n1. Clone the repository:\n    ```bash\n    git clone https://github.com/hadjuse/ChatBot-Malagasy.git\n    cd ChatBot-Malagasy\n    ```\n2. Create and activate a virtual environment:\n    ```bash\n    python -m venv venv\n    source venv/bin/activate  # On Windows use `venv\\Scripts\\activate`\n    ```\n3. Install requirements:\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n## Launching the Chatbot\n1. Execute the ui.py in the folder frontend.\n\n## Notebook Details\nNotebook provide details about prompting technique and how to use langchain for use cases\n\n## Contributing\nFork the repository, make your changes, and open a pull request.\n\n## License\nLicensed under the MIT License. See `LICENSE` for details.\n\n## Contact\nFor questions or issues, open a GitHub issue or contact the maintainer at [rabearimananahadjpro@gmail.com].","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhadjuse%2Fchatbot-malagasy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhadjuse%2Fchatbot-malagasy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhadjuse%2Fchatbot-malagasy/lists"}