{"id":15164876,"url":"https://github.com/iamkankan/generative-ai-tutorials","last_synced_at":"2026-01-21T02:32:01.274Z","repository":{"id":245619219,"uuid":"818775408","full_name":"iAmKankan/Generative-AI-tutorials","owner":"iAmKankan","description":"Generative AI Full Course","archived":false,"fork":false,"pushed_at":"2024-07-07T17:39:59.000Z","size":79,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-08T09:47:03.242Z","etag":null,"topics":["gemini-pro","langchain","llama","more","openapi","pinecone","vector-database"],"latest_commit_sha":null,"homepage":"","language":null,"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/iAmKankan.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":"2024-06-22T20:39:39.000Z","updated_at":"2024-07-07T17:40:02.000Z","dependencies_parsed_at":"2024-07-07T12:25:06.794Z","dependency_job_id":"327e089b-8ae1-44d9-939d-7eecba80cdae","html_url":"https://github.com/iAmKankan/Generative-AI-tutorials","commit_stats":{"total_commits":31,"total_committers":1,"mean_commits":31.0,"dds":0.0,"last_synced_commit":"72dbd9e82aab8729cd34bb768ebccbde946a948b"},"previous_names":["iamkankan/generative-ai-tutorials"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iAmKankan%2FGenerative-AI-tutorials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iAmKankan%2FGenerative-AI-tutorials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iAmKankan%2FGenerative-AI-tutorials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iAmKankan%2FGenerative-AI-tutorials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iAmKankan","download_url":"https://codeload.github.com/iAmKankan/Generative-AI-tutorials/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247867365,"owners_count":21009240,"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":["gemini-pro","langchain","llama","more","openapi","pinecone","vector-database"],"created_at":"2024-09-27T04:00:46.034Z","updated_at":"2026-01-21T02:32:01.268Z","avatar_url":"https://github.com/iAmKankan.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"## Generative-AI-tutorials\n![](https://user-images.githubusercontent.com/12748752/150695343-8977b5d0-3cd4-4959-b90e-9fe72d336d42.png)\n### $\\Large{\\color{Purple}\\textbf{Agenda:}}$\n* Generative AI?\n* Large Language Models LLMs?\n* OpenAI\n* Langchain\n* VectorDatabase\n* Llama Index\n* Open Source LLM model\n* End to End project\n  \n### Neural Network\n\n\u003cp align=\"center\"\u003e\n \u003cimg src=\"https://github.com/iAmKankan/Generative-AI-tutorials/assets/12748752/6001fe67-c59b-4f15-abaa-4f4646aa4481\" width=60%/\u003e\n\u003c/p\u003e\n\n### What is Generative AI?\n$\\Large Answer:$ Generative AI generates new data based on the training samples. Generative model can generate Image, textt, Audio, Video .etc. data as output.\n\nGenerative AI has mainly two parts\n1) Generative Language Models. example Large Language Models(LLMS)\n2) Generative Image Models.\n\n### Generative Al\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/iAmKankan/Generative-AI-tutorials/assets/12748752/bf203533-7ebf-4932-9b79-03a5af04dfff\" width=20%/\u003e\n\u003c/p\u003e\n\n#### Example of Large language models\n\n* ChatGPT\n* Google Bard\n* Meta Llama2\n\n### What is Generative Al?\nGenerative Al generate new data, based on training sample.Generative model can generate Image, Text, Audio, Videos etc. data as output.\n\nSo generative Al is a very huge topics,\n* Generative Image model\n* Generative Language model\n\n### GAN Structure \nA **generative adversarial network (GAN)** has two parts:\n* The \u003cins\u003e\u003cb\u003egenerator\u003c/ins\u003e\u003c/b\u003e learns to generate plausible data. The generated instances become negative training examples for the discriminator.\n* The \u003cins\u003e\u003cb\u003ediscriminator\u003c/ins\u003e\u003c/b\u003e learns to distinguish the generator's fake data from real data. The discriminator penalizes the generator for producing implausible results.\n  \n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/iAmKankan/Generative-AI-tutorials/assets/12748752/36fde8cb-61ab-4684-a5d3-e95fd36d907b\" width=60%/\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamkankan%2Fgenerative-ai-tutorials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamkankan%2Fgenerative-ai-tutorials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamkankan%2Fgenerative-ai-tutorials/lists"}