{"id":27813495,"url":"https://github.com/thomasjanssen-tech/chatbot-with-rag-and-langchain","last_synced_at":"2025-11-01T11:04:21.960Z","repository":{"id":290237916,"uuid":"973779350","full_name":"ThomasJanssen-tech/Chatbot-with-RAG-and-LangChain","owner":"ThomasJanssen-tech","description":"Build a Chatbot which uses Retrieval Augmented Generation (RAG) to answer based on your own data!","archived":false,"fork":false,"pushed_at":"2025-04-27T18:20:02.000Z","size":523,"stargazers_count":5,"open_issues_count":0,"forks_count":6,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-09-07T06:35:07.086Z","etag":null,"topics":["chatbot","langchain","rag","retrieval-augmented-generation"],"latest_commit_sha":null,"homepage":"https://thomasjanssen.tech/","language":"Python","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/ThomasJanssen-tech.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,"zenodo":null}},"created_at":"2025-04-27T18:09:05.000Z","updated_at":"2025-08-27T09:22:56.000Z","dependencies_parsed_at":"2025-05-01T12:01:45.646Z","dependency_job_id":null,"html_url":"https://github.com/ThomasJanssen-tech/Chatbot-with-RAG-and-LangChain","commit_stats":null,"previous_names":["thomasjanssen-tech/chatbot-with-rag-and-langchain"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ThomasJanssen-tech/Chatbot-with-RAG-and-LangChain","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FChatbot-with-RAG-and-LangChain","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FChatbot-with-RAG-and-LangChain/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FChatbot-with-RAG-and-LangChain/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FChatbot-with-RAG-and-LangChain/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ThomasJanssen-tech","download_url":"https://codeload.github.com/ThomasJanssen-tech/Chatbot-with-RAG-and-LangChain/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasJanssen-tech%2FChatbot-with-RAG-and-LangChain/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274005333,"owners_count":25205934,"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","status":"online","status_checked_at":"2025-09-07T02:00:09.463Z","response_time":67,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["chatbot","langchain","rag","retrieval-augmented-generation"],"created_at":"2025-05-01T12:01:42.384Z","updated_at":"2025-11-01T11:04:21.895Z","avatar_url":"https://github.com/ThomasJanssen-tech.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003eChatbot with RAG and LangChain\u003c/h1\u003e\n\n\u003ch2\u003eWatch the full tutorial on my YouTube Channel\u003c/h2\u003e\n\u003cdiv\u003e\n\n\u003ca href=\"https://www.youtube.com/watch?v=xf3gAFclwqo\"\u003e\n    \u003cimg src=\"thumbnail_small.png\" alt=\"Thomas Janssen Youtube\" width=\"200\"/\u003e\n\u003c/a\u003e\n\u003c/div\u003e\n\n\u003ch2\u003ePrerequisites\u003c/h2\u003e\n\u003cul\u003e\n  \u003cli\u003ePython 3.11+\u003c/li\u003e\n\u003c/ul\u003e\n\n\u003ch2\u003eInstallation\u003c/h2\u003e\n\u003ch3\u003e1. Clone the repository:\u003c/h3\u003e\n\n```\ngit clone https://github.com/ThomasJanssen-tech/Chatbot-with-RAG-and-LangChain.git\ncd Chatbot-with-RAG-and-LangChain\n```\n\n\u003ch3\u003e2. Create a virtual environment\u003c/h3\u003e\n\n```\npython -m venv venv\n```\n\n\u003ch3\u003e3. Activate the virtual environment\u003c/h3\u003e\n\n```\nvenv\\Scripts\\Activate\n(or on Mac): source venv/bin/activate\n```\n\n\u003ch3\u003e4. Install libraries\u003c/h3\u003e\n\n```\npip install -r requirements.txt\n```\n\n\u003ch3\u003e5. Add OpenAI API Key\u003c/h3\u003e\nRename the .env.example file to .env\nAdd your OpenAI API Key\n\n\u003ch2\u003eExecuting the scripts\u003c/h2\u003e\n\n- Open a terminal in VS Code\n\n- Execute the following command:\n\n```\npython ingest_database.py\npython chatbot.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasjanssen-tech%2Fchatbot-with-rag-and-langchain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomasjanssen-tech%2Fchatbot-with-rag-and-langchain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasjanssen-tech%2Fchatbot-with-rag-and-langchain/lists"}