{"id":22190793,"url":"https://github.com/mimansha11/langchain-rag-chatbot","last_synced_at":"2026-04-18T02:07:24.001Z","repository":{"id":265277322,"uuid":"895631647","full_name":"mimansha11/LangChain-RAG-ChatBot","owner":"mimansha11","description":"RAG-ChatBot Using LangChain and Streamlit","archived":false,"fork":false,"pushed_at":"2025-05-29T19:50:25.000Z","size":63,"stargazers_count":1,"open_issues_count":1,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-29T20:43:34.161Z","etag":null,"topics":["chromadb","langchain","langchain-api","openai","openai-api","python","sqlite3","streamlit"],"latest_commit_sha":null,"homepage":"","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/mimansha11.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":"2024-11-28T15:14:30.000Z","updated_at":"2025-05-29T19:50:29.000Z","dependencies_parsed_at":"2025-03-24T20:50:56.874Z","dependency_job_id":null,"html_url":"https://github.com/mimansha11/LangChain-RAG-ChatBot","commit_stats":null,"previous_names":["mimansha11/langchain-rag-chatbot"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mimansha11/LangChain-RAG-ChatBot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mimansha11%2FLangChain-RAG-ChatBot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mimansha11%2FLangChain-RAG-ChatBot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mimansha11%2FLangChain-RAG-ChatBot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mimansha11%2FLangChain-RAG-ChatBot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mimansha11","download_url":"https://codeload.github.com/mimansha11/LangChain-RAG-ChatBot/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mimansha11%2FLangChain-RAG-ChatBot/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31953517,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T00:39:45.007Z","status":"online","status_checked_at":"2026-04-18T02:00:07.018Z","response_time":103,"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":["chromadb","langchain","langchain-api","openai","openai-api","python","sqlite3","streamlit"],"created_at":"2024-12-02T12:12:38.571Z","updated_at":"2026-04-18T02:07:23.986Z","avatar_url":"https://github.com/mimansha11.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"LangChain-RAG-Streamlit-ChatBot\r\n\r\n1. Install the Requirements :\r\n\r\n       *pip install -r requirements.txt\r\n\r\n2. Git Clone the Repository:\r\n\r\n       git clone https://github.com/mimansha11/LangChain-RAG-ChatBot\r\n\r\n3. you need to specify an OPENAI_API_KEY in an .env and api/chroma_utils.py file\r\n\r\n   Example of .env key \r\n\r\n       OPENAI-API-KEY = \u003cOpenai-api-key\u003e\r\n\r\n4. Specify Langchain api key in .env file \r\n\r\n       LANGCHAIN-API-KEY = \u003clANGCHAIN-API-KEY\u003e\r\n\r\n5  Start the Backend Server:\r\n\r\n      uvicorn main:app --reload\r\n\r\n7. Start Frontend Server:\r\n\r\n       streamlit run streamlit_app.py\r\n\r\n\r\n\r\nLEARN MORE \r\n\r\n8. To Learn About LangChain , take a look at the following resources:\r\n\r\n   https://python.langchain.com/docs/introduction/ - Learn About LangChain\r\n\r\n9. To Learn About Streamlit : \r\n\r\n   https://docs.streamlit.io/ - Learn About Streamlit.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmimansha11%2Flangchain-rag-chatbot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmimansha11%2Flangchain-rag-chatbot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmimansha11%2Flangchain-rag-chatbot/lists"}