{"id":29714241,"url":"https://github.com/mxagar/rag-app-examples","last_synced_at":"2026-05-10T16:36:21.085Z","repository":{"id":302116013,"uuid":"1011096876","full_name":"mxagar/rag-app-examples","owner":"mxagar","description":"RAG application examples.","archived":false,"fork":false,"pushed_at":"2025-09-19T18:22:17.000Z","size":3965,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-19T21:10:34.951Z","etag":null,"topics":["chatbot","llm","openai","rag"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/mxagar.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-06-30T09:46:59.000Z","updated_at":"2025-09-19T18:22:20.000Z","dependencies_parsed_at":"2025-06-30T17:32:37.704Z","dependency_job_id":"c685b640-99b5-4fb6-b084-bbc335bd3644","html_url":"https://github.com/mxagar/rag-app-examples","commit_stats":null,"previous_names":["mxagar/rag-app-examples"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mxagar/rag-app-examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Frag-app-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Frag-app-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Frag-app-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Frag-app-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mxagar","download_url":"https://codeload.github.com/mxagar/rag-app-examples/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mxagar%2Frag-app-examples/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32864078,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-10T13:40:02.631Z","status":"ssl_error","status_checked_at":"2026-05-10T13:40:02.145Z","response_time":54,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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","llm","openai","rag"],"created_at":"2025-07-24T03:10:04.921Z","updated_at":"2026-05-10T16:36:21.066Z","avatar_url":"https://github.com/mxagar.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Retrieval Augmented Generation (RAG) Examples\n\nThis repository contains Question-Answering (QA) and Retrieval Augmented Generation (RAG) examples.\n\nEach example/subproject is independent; specific sources, necessary packages, setup \u0026 Co. are explained inside each subproject folder.\n\n- [`qa-finetuning/`](./qa-finetuning/): an LLM is fine-tuned to accomplish extractive QA tasks on a new dataset.\n- [`qa-rag/`](./qa-rag/): a basic system of Retrieval Augmented Generation (RAG) is implemented to showcase how to build a chatbot which dynamically answers questions of new datasets.\n- [`advanced-rag-langchain/`](./advanced-rag-langchain/): notes and examples from the official LangChain course [RAG from Scratch](https://github.com/langchain-ai/rag-from-scratch).\n- [`local-rag/`](./local-rag/): a local Retrieval Augmented Generation (RAG) application, packaged and deployable.\n- [`azure-rag/`](./azure-rag/): a Retrieval Augmented Generation (RAG) application which uses Azure services and deployed on the same cloud provider.\n\nOther related repositories of mine:\n\n- My personal notes on the O'Reilly book [Generative Deep Learning, 2nd Edition, by David Foster](https://github.com/mxagar/generative_ai_book)\n- My personal notes on the O'Reilly book [Natural Language Processing with Transformers, by Lewis Tunstall, Leandro von Werra and Thomas Wolf (O'Reilly)](https://github.com/mxagar/nlp_with_transformers_nbs)\n- My personal notes on the Udacity Nanodegree [Generative AI](https://github.com/mxagar/generative_ai_udacity)\n- My personal notes on the University of Duke / Coursera course [Operationalizing LLMs on Azure](https://github.com/mxagar/generative_ai_udacity/tree/main/06_RAGs_DeepDive/02_Azure_LLMs)\n- [HuggingFace Guide: `mxagar/tool_guides/hugging_face`](https://github.com/mxagar/tool_guides/tree/master/hugging_face)\n- [LangChain Guide: `mxagar/tool_guides/langchain`](https://github.com/mxagar/tool_guides/tree/master/langchain)\n- [LLM Tools: `mxagar/tool_guides/llms`](https://github.com/mxagar/tool_guides/tree/master/llms)\n- [NLP Guide: `mxagar/nlp_guide`](https://github.com/mxagar/nlp_guide)\n- [Deep Learning Methods for CV and NLP: `mxagar/computer_vision_udacity/CVND_Advanced_CV_and_DL.md`](https://github.com/mxagar/computer_vision_udacity/blob/main/03_Advanced_CV_and_DL/CVND_Advanced_CV_and_DL.md)\n- [Deep Learning Methods for NLP: `mxagar/deep_learning_udacity/DLND_RNNs.md`](https://github.com/mxagar/deep_learning_udacity/blob/main/04_RNN/DLND_RNNs.md)\n\n\nMikel Sagardia, 2025  \nNo guaranties.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmxagar%2Frag-app-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmxagar%2Frag-app-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmxagar%2Frag-app-examples/lists"}