{"id":22471907,"url":"https://github.com/0xzee/streamlit_mongodb_rag_app","last_synced_at":"2026-04-18T04:32:28.671Z","repository":{"id":264619832,"uuid":"860147069","full_name":"0xZee/streamlit_mongodb_rag_app","owner":"0xZee","description":"Streamlit ChatBot app to RAG into MongoDB Atlas Documents","archived":false,"fork":false,"pushed_at":"2024-12-16T15:17:43.000Z","size":188,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-01T20:09:37.229Z","etag":null,"topics":["atlas","chromadb","cohere-embeddings","groq","llama-index","llama3-2","mongodb","rag","streamlit"],"latest_commit_sha":null,"homepage":"https://ask-gamma.streamlit.app/","language":"Python","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/0xZee.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":"2024-09-19T22:57:26.000Z","updated_at":"2024-12-16T15:17:54.000Z","dependencies_parsed_at":"2024-12-06T12:07:57.821Z","dependency_job_id":"4bc9246e-9c74-44ea-ac96-248e02d9def5","html_url":"https://github.com/0xZee/streamlit_mongodb_rag_app","commit_stats":null,"previous_names":["0xzee/mongodb_rag","0xzee/streamlit_mongodb_rag_app"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xZee%2Fstreamlit_mongodb_rag_app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xZee%2Fstreamlit_mongodb_rag_app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xZee%2Fstreamlit_mongodb_rag_app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xZee%2Fstreamlit_mongodb_rag_app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/0xZee","download_url":"https://codeload.github.com/0xZee/streamlit_mongodb_rag_app/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245878930,"owners_count":20687298,"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":["atlas","chromadb","cohere-embeddings","groq","llama-index","llama3-2","mongodb","rag","streamlit"],"created_at":"2024-12-06T12:08:14.700Z","updated_at":"2026-04-18T04:32:28.614Z","avatar_url":"https://github.com/0xZee.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🤖 ChatBot\nStreamlit ChatBot app to RAG into MongoDB Atlas :\n- Inference \u0026 LLM : `Groq Inference`, Model : `llama3.2 3b`\n- Embeddings : `Cohere`\n- Vector Store : `MongoDB Atlas Vector Store`\n\n```python\npip install -r requirements.txt\nstreamlit run app.py\n```\n\n![Mongodb RAG ChatBot App](gamma_bot.png)\n\n# ⌨ APP DOCKERFILE : \nTo build the App from Dockerfile\n\n```bash\ndocker build -t mongodb-rag-app .\ndocker run -p 8501:8501 \\\n    -e GROQ_API_KEY=your_groq_api_key \\\n    -e COHERE_DEV_API=your_cohere_api_key \\\n    -e MONGO_URI=your_mongodb_connection_string \\\n    mongodb-rag-app\n```\n\n# 📊 mongodb Dashboard\nStreamlit ChatBot app to RAG into MongoDB Atlas\n\n![Mongodb App Dashboard](sc_mdb.JPG)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xzee%2Fstreamlit_mongodb_rag_app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F0xzee%2Fstreamlit_mongodb_rag_app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xzee%2Fstreamlit_mongodb_rag_app/lists"}