{"id":175765,"date":"2026-02-08T06:30:06","date_gmt":"2026-02-08T06:30:06","guid":{"rendered":"https:\/\/ushopwell.com\/ublog\/building-the-most-advanced-chatbot-system-%f0%9f%94%a5%f0%9f%98%8e-langchain-vector-db-lecture-1-jarvis-python\/"},"modified":"2026-02-08T06:30:06","modified_gmt":"2026-02-08T06:30:06","slug":"building-the-most-advanced-chatbot-system-%f0%9f%94%a5%f0%9f%98%8e-langchain-vector-db-lecture-1-jarvis-python","status":"publish","type":"post","link":"https:\/\/ushopwell.com\/ublog\/building-the-most-advanced-chatbot-system-%f0%9f%94%a5%f0%9f%98%8e-langchain-vector-db-lecture-1-jarvis-python\/","title":{"rendered":"Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python"},"content":{"rendered":"<div class=\"youtubomatic-video-container\"><iframe loading=\"lazy\" width=\"580\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/mDG4_2j8HAs?autoplay=1&#038;controls=1&#038;hl=en\" frameborder=\"0\" allowfullscreen><\/iframe><\/div>\n<p>Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python | Building the Most Advanced AI Assistant | Shreshth Kaushik <\/p>\n<p>Subscribe to J4E Source Access for just \u20b9299\/month,<br \/>\nJarvis4Everyone Link \ud83d\udd17<br \/>\n<a href=\"https:\/\/www.jarvis4everyone.com\/\" target=\"_blank\">https:\/\/www.jarvis4everyone.com\/<\/a><\/p>\n<p>Config.py file code \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/f17a01594763df25a5f3115a929f8b06\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/f17a01594763df25a5f3115a929f8b06<\/a><\/p>\n<p>Test.py file code \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/20a420ecfd0a262678b71054cb54b8a8\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/20a420ecfd0a262678b71054cb54b8a8<\/a><\/p>\n<p>Jarvis stylish title \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/99e8c898c449d7b884dce9ed88d3becb\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/99e8c898c449d7b884dce9ed88d3becb<\/a><\/p>\n<p>Userdata example format \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5<\/a><\/p>\n<p>More data example format \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5<\/a><\/p>\n<p>Readme documentation file \ud83d\udd17<br \/>\n<a href=\"https:\/\/gist.github.com\/KaushikShresth07\/fe0c7af6b700c183c257f65a62aa84de\" target=\"_blank\">https:\/\/gist.github.com\/KaushikShresth07\/fe0c7af6b700c183c257f65a62aa84de<\/a><\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>Requirements.txt :<\/p>\n<p>fastapi<br \/>\nuvicorn[standard]<br \/>\nlangchain<br \/>\nlangchain-groq<br \/>\nlangchain-community<br \/>\nlangchain-core<br \/>\nsentence-transformers<br \/>\nfaiss-cpu<br \/>\npython-dotenv<br \/>\npydantic<br \/>\nnumpy<br \/>\ntorch<br \/>\ntransformers<br \/>\nrequests<br \/>\nrich<br \/>\ntavily-python<br \/>\ncohere<br \/>\nlangchain-huggingface<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>JARVIS\/<br \/>\n\u2502<br \/>\n\u251c\u2500\u2500 app\/<br \/>\n\u2502   \u251c\u2500\u2500 __init__.py<br \/>\n\u2502   \u251c\u2500\u2500 main.py              \u2192 FastAPI application &#038; API endpoints<br \/>\n\u2502   \u251c\u2500\u2500 models.py            \u2192 Pydantic data models<br \/>\n\u2502   \u2502<br \/>\n\u2502   \u251c\u2500\u2500 services\/<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 __init__.py<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 chat_service.py      \u2192 Session &#038; conversation management<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 groq_service.py      \u2192 Core LLM chat service<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 realtime_service.py  \u2192 Realtime chat with web search<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 vector_store.py      \u2192 FAISS vector store &#038; embeddings<br \/>\n\u2502   \u2502<br \/>\n\u2502   \u2514\u2500\u2500 utils\/<br \/>\n\u2502       \u251c\u2500\u2500 __init__.py<br \/>\n\u2502       \u2514\u2500\u2500 time_info.py     \u2192 Current date &#038; time utilities<br \/>\n\u2502<br \/>\n\u251c\u2500\u2500 database\/<br \/>\n\u2502   \u251c\u2500\u2500 learning_data\/       \u2192 User learning data (.txt files)<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 userdata.txt        \u2192 Auto-loaded personal data<br \/>\n\u2502   \u2502   \u251c\u2500\u2500 system_context.txt  \u2192 Auto-loaded system context<br \/>\n\u2502   \u2502   \u2514\u2500\u2500 *.txt               \u2192 Additional auto-loaded files<br \/>\n\u2502   \u2502<br \/>\n\u2502   \u251c\u2500\u2500 chats_data\/          \u2192 Stored conversations (.json)<br \/>\n\u2502   \u2514\u2500\u2500 vector_store\/        \u2192 FAISS index storage<br \/>\n\u2502<br \/>\n\u251c\u2500\u2500 config.py                \u2192 Global configuration &#038; settings<br \/>\n\u251c\u2500\u2500 run.py                   \u2192 Server startup script<br \/>\n\u251c\u2500\u2500 test.py                  \u2192 CLI testing interface<br \/>\n\u251c\u2500\u2500 requirements.txt         \u2192 Python dependencies<br \/>\n\u2514\u2500\u2500 README.md                \u2192 Project documentation<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>Follow Me On Instagram Link  \ud83d\udd17<br \/>\n<a href=\"https:\/\/www.instagram.com\/theshreshthkaushik\" target=\"_blank\">https:\/\/www.instagram.com\/theshreshthkaushik<\/a><\/p>\n<p>My Website \ud83d\udd17<br \/>\n<a href=\"https:\/\/theshreshthkaushik.com\" target=\"_blank\">https:\/\/theshreshthkaushik.com<\/a><\/p>\n<p>Talk To My A.I Avatar \ud83d\udd17<br \/>\n<a href=\"https:\/\/www.theshreshthkaushik.com\/talk\/engagement\" target=\"_blank\">https:\/\/www.theshreshthkaushik.com\/talk\/engagement<\/a><\/p>\n<p>Follow J4E on Instagram  \ud83d\udd17<br \/>\n<a href=\"https:\/\/www.instagram.com\/Jarvis4everyone\/\" target=\"_blank\">https:\/\/www.instagram.com\/Jarvis4everyone\/<\/a><\/p>\n<p>Join Our Telegram Channel \ud83d\udd17<br \/>\n<a href=\"https:\/\/t.me\/theshreshthkaushik\" target=\"_blank\">https:\/\/t.me\/theshreshthkaushik<\/a><\/p>\n<p>Tags:<br \/>\npython jarvis,<br \/>\npython ai assistant,<br \/>\njarvis ai,<br \/>\npython iron man ai,<br \/>\npython ai,<br \/>\npython jarvis tutorial,<br \/>\npython jarvis ai,<br \/>\npython ai tutorial,<br \/>\niron man jarvis,<br \/>\nhow to make jarvis in python,<br \/>\nhow to create jarvis,<br \/>\nhow to get jarvis,<br \/>\njarvis python,<br \/>\njarvis in python,<br \/>\npython voice assistant,<br \/>\nhow to make jarvis,<br \/>\nhow to make ai in python,<br \/>\npython projects,<br \/>\njarvis using python,<br \/>\nkaushik shresth,<br \/>\nkaushik shresth jarvis,<\/p>\n<p>Related searches:-<br \/>\nnasa python,python nasa,explore space using python,space exploration using python,how to make jarvis in python,how to make jarvis,jarvis python,jarvis ai python,python automation,nasa python automation,home automation python,nasa python,python nasa,explore space using python,space exploration using python,how to make jarvis in python,how to make jarvis,jarvis python,jarvis ai python,python automation,nasa python automation,home automation python,python,python project ideas,space news using python,space news python,python space,nasa api python,python nasa api,gui python,python gui,kaushik shresth,jarvis,python whatsapp,python tutorials,python Jarvis ai,kaushik shresth,jarvis python,jarvis in python,jarvis,jarvis using python,python whatsapp,how to make jarvis,how to make jarvis in python,python tutorials,python Jarvis,Jarvis python,Jarvis gui,Jarvis source code,avi Upadhyay,advance Jarvis Python<br \/>\n______________________________________________________________________________________<\/p>\n<p>Copyright Disclaimer: Under Section 107 of the Copyright Act 1976, allowance is made for &#8220;fair use&#8221; for purposes such as criticism, comment, news reporting, teaching, scholarship and research. Fair use is a use permitted by copyright statute that might otherwise be infringing. Non-profit, educational or personal use tips the balance in favor of fair use.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python | Building the Most Advanced AI Assistant | Shreshth Kaushik Subscribe to J4E Source Access for just \u20b9299\/month, Jarvis4Everyone Link \ud83d\udd17 https:\/\/www.jarvis4everyone.com\/ Config.py file code \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/f17a01594763df25a5f3115a929f8b06 Test.py file code \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/20a420ecfd0a262678b71054cb54b8a8 Jarvis stylish title \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/99e8c898c449d7b884dce9ed88d3becb Userdata example format \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5 More data example format \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/b0d9e1c7e0a8dc1263299ef57a4b80d5 Readme documentation file \ud83d\udd17&#8230;<\/p>\n","protected":false},"author":1,"featured_media":175766,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","tve_updated_post":"","tve_custom_css":"","tve_user_custom_css":"","tve_globals":{},"tcb2_ready":0,"tcb_editor_enabled":0,"tve_landing_page":"","_tve_header":"","_tve_footer":""},"categories":[1],"tags":[],"class_list":["post-175765","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python - UshopWell.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ushopwell.com\/ublog\/building-the-most-advanced-chatbot-system-\ud83d\udd25\ud83d\ude0e-langchain-vector-db-lecture-1-jarvis-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python - UshopWell.com\" \/>\n<meta property=\"og:description\" content=\"Building the Most Advanced Chatbot System \ud83d\udd25\ud83d\ude0e | LangChain + Vector DB | Lecture 1 | Jarvis Python | Building the Most Advanced AI Assistant | Shreshth Kaushik Subscribe to J4E Source Access for just \u20b9299\/month, Jarvis4Everyone Link \ud83d\udd17 https:\/\/www.jarvis4everyone.com\/ Config.py file code \ud83d\udd17 https:\/\/gist.github.com\/KaushikShresth07\/f17a01594763df25a5f3115a929f8b06 Test.py file code 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