llm_engineering

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Repo to accompany my mastering LLM engineering course

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- business.jpg
- core.jpg
- important.jpg
- resources.jpg
- thankyou.jpg
- voyage.jpg
- - week_eight_exercise.ipynb
  - week_five_exercise.ipynb
  - week_four_exercise.ipynb
  - week_one_ excercise.ipynb
  - week_seven_exercise.ipynb
  - week_six_exercise.ipynb
  - week_three_exercise.ipynb
  - week_two_exercise.ipynb
- - HackTrack.md
- - week-one-execrise.ipynb
- - week1-day2.ipynb
- - battlecard_agent.ipynb
  - requirements.txt
- - AI_Assistant_inventory_Management.ipynb
- - day1.ipynb
- - AI_News_Analyzer.ipynb
  - README.md
  - week1_brochuregenerator.ipynb
  - Week1_TechnicalTutor.ipynb
- - stateful_chatbot.ipynb
- - week Five exercise.ipynb
  - week_eight_exercise.ipynb
  - week_four_exercise.ipynb
  - week_one_excercise.ipynb
  - week_seven_exercise.ipynb
  - week_six_exercise.ipynb
  - week_three_exercise.ipynb
  - week_two_excercise.ipynb
- - day1.ipynb
- - week_one_exercise.py
- - day1.ipynb
- - day3.ipynb
- - article_summariser-gradio.py
  - article_summariser.ipynb
  - README.md
- - day1_selenium_scraper.ipynb
- - week1_assignment.ipynb
- - agent.py
  - answer.py
  - autonomous_planning_agent.py
  - ensemble_agent.py
  - frontier_agent.py
  - messaging_agent.py
  - neural_network_agent.py
  - planning_agent.py
  - preprocessor.py
  - scanner_agent.py
  - specialist_agent.py
  - week 4 EXERCISE.ipynb
  - Week 6 Exercise.ipynb
  - week 7 exercise.ipynb
  - week1 EXERCISE.ipynb
  - week2 EXERCISE.ipynb
  - week3 EXERCISE.ipynb
- - notebook_generator.py
  - playwright_ai_scraper.py
  - README.md
  - requirements.txt
- - day1_Brandon_example.ipynb
  - day2_Brandon_example.ipynb
- - README.md
  - week1_personal_technical_tutor.ipynb
- - week1 EXERCISE.ipynb
  - week1_day2_homework.ipynb
- - kebab_comments_with_rate.csv
  - restaurant_clients_mood.ipynb
- - week1 EXERCISE.ipynb
- - cloud_analyzer.ipynb
- - day2.ipynb
  - week1_exercise.ipynb
- - kid-friendly-math-propmpt.ipynb
  - ml-career-mentor-prompt.ipynb
  - model-arena-gpt-vs-claude.ipynb
  - optimus-prime-website-summarizer.ipynb
  - three-way-chatbot-gpt-claude-ollama.ipynb
- - w1_day1.ipynb
  - w1_excercise.ipynb
  - w2_day1.ipynb
  - w2_day2.ipynb
  - w2_day3.ipynb
- - data-collector.ipynb
  - dataCollector.py
  - horoscope-predictor.ipynb
- - dir_scrapy.py
  - webSummary.ipynb
- - business-broshor.ipynb
  - scraper.py
- - app.py
  - README.md
- - day1_BlogSummarization_To_LinkedinPost.ipynb
- - week_eight_exercise.ipynb
  - week_five_exercise.ipynb
  - week_four_exercise.ipynb
  - week_one_exercise.ipynb
  - week_seven_exercise_eval.ipynb
  - week_seven_exercise_training.ipynb
  - week_six_exercise.ipynb
  - week_three_exercise.ipynb
  - week_two_exercise.ipynb
- - daily_news_summarizer.ipynb
- - 3wayconversation.ipynb
  - Chennaiaudio.ipynb
  - GreatArch.ipynb
- - exercise_week2_day1.ipynb
  - exercise_week2_day4.ipynb
  - exercise_week3.ipynb
  - homework_day2.ipynb
  - homework_day5.ipynb
  - playground.ipynb
  - scraper.py
- - CodeReview.ipynb
  - selenium_scrapper.py
  - summarize_website.ipynb
- - day2.ipynb
- - day1.ipynb
- - financial_web_scraper.ipynb
  - prices.db
  - travel_booking_assistant.ipynb
- - day5.ipynb
- - README.md
- - Week1-JobPost.ipynb
- - day-1-resume-summarizer.ipynb
- - week1day1.ipynb
- - day1.ipynb
- - week_one_excercise.ipynb
- - day1.ipynb
- - .env.example
  - .gitignore
  - ai_news_scraper.py
  - day1_exercise_1.ipynb
  - day2_exercise_1.ipynb
  - day2_openai_package.ipynb
  - day5_exercise.ipynb
  - my_personal_technical_tutor.ipynb
  - scraper.py
  - Smile_Dental_Clinics.pdf
  - week1_exercise.ipynb
- - Week1-FootballMatchSynopsis.ipynb
  - Week2_LondonHousingPriceGPT.ipynb
- - week2_inspired.ipynb
  - week_inspired.ipynb
- - day1_ClassAssets_Project.ipynb
  - README.md
- - agent.py
  - app.py
  - demo_output.md
  - README.md
  - sample_profile.json
- - franzday2.ipynb
- - day1_exercise1.ipynb
  - day2_exercise_solution.ipynb
  - terminal_chat_with_memory.py
  - utils.py
  - week2_day3_practice.ipynb
- - putin_summary_example.ipynb
  - README.md
- - assignment-day1.ipynb
- - week1_EXERCISE.ipynb
- - Week1-Day-1-AircraftPerformanceComparator.ipynb
- - week1 EXERCISE.ipynb
- - week1_day2.py
- - day1.ipynb
- - helpless_assistant.ipynb
- - scraper.py
  - week-2-assignment.ipynb
- - cpp_memory_debate.ipynb
  - weblink_finder.ipynb
- - Week1_Day2_Assignment.ipynb
- - japanese_to_english_story.ipynb
- - day1.ipynb
  - day2.ipynb
- - .gitignore
  - day1.ipynb
- - myday1.ipynb
  - scraper.py
- - job_one_pager.ipynb
  - one_pager.py
  - README.md
  - scraper.py
- - w1_day1.ipynb
  - w1_day2.ipynb
- - Polonska week1 EXERCISE.ipynb
- - Dockerfile
  - main.py
  - README.md
- - random_study_document.pdf
  - studyHelperDay1.ipynb
- - youtubeVideosSummarizerMyDay2.ipynb
- - youtubeVideosSummarizerMyDay2.ipynb
- - Week1_excercise.ipynb
- - Web2Quiz.ipynb
- - useSelenium.ipynb
- - data_engineer_bot.ipynb
- - styles.py
  - week1_solution.ipynb
  - week2_solution.ipynb
  - week3_solution.ipynb
  - week4_solution.ipynb
  - week5_solution.ipynb
  - week6_solution.ipynb
  - week7_solution.ipynb
  - week8_solution.ipynb
- - week1_exercise.ipynb
  - week2_exercise.ipynb
- - LLM_Reader_L1.ipynb
  - README.md
  - scraper.py
- - week1 EXERCISE.ipynb
  - week2 EXERCISE.ipynb
  - week3 EXERCISE.ipynb
  - week4 EXERCISE.ipynb
  - week5 EXERCISE.ipynb
  - week6 EXERCISE.ipynb
  - week7 EXERCISE.ipynb
  - week8 EXERCISE.ipynb
- - llava-For-Image-week1.ipynb
  - llava-week2-ChainForRealTimeCaptionGeneration.ipynb
- - instagrampostgenerator.ipynb
  - madhurashinde_day1.ipynb
- - mani_bojja_week_1_exec1.ipynb
  - mani_bojja_week_1_exec2.ipynb
  - mani_bojja_week_2_day1_lab.ipynb
  - Self-talk.ipynb
  - week1_EXERCISE.ipynb
  - week2_day3_stock_information.ipynb
- - manideep_day1.ipynb
- - manish_day1.ipynb
- - day1_excercise.ipynb
  - day2_excercise_web_sum.ipynb
  - scraper.py
  - week1_EXERCISE_Solution.ipynb
- - MyAdverserialChat.ipynb
- - meeting_summarizer.ipynb
  - sample_meeting_transcript.docx
- - day1.ipynb
  - day2.ipynb
- - local_chatbot.py
  - ReadMe.md
- - week1 EXERCISE.ipynb
  - week2 EXERCISE.ipynb
  - Week3-EXERCISE.ipynb
  - Week5_EXERCISE.ipynb
  - Week6_EXERCISE.ipynb
- - week_seven_exercise.ipynb
- - Week 3.ipynb
  - week1 EXERCISE.ipynb
  - Week2 Exercise.ipynb
  - Week4 Excercise.ipynb
  - Week5.ipynb
  - Week6.ipynb
  - week7.ipynb
- - agentic_voice_text_support.ipynb
  - README.md
- - 3-way-chat.ipynb
  - Conversation.py
- - README.md
- - week_one_solution.ipynb
- - 3way_chatbot.ipynb
  - nancielie_airline_ai_assistent.ipynb
  - nancieliu_w1d1.ipynb
  - prices.db
- - day1-lyrics-creator.ipynb
- - ea_assistant.ipynb
- - webpageSummary.ipynb
- - week1-day2-lab.ipynb
  - week1_bussiness_solution.ipynb
  - week1_EXERCISE.ipynb
  - week2-day1-lab.ipynb
  - week2-day2-lab.ipynb
  - week2-day3-lab.ipynb
  - week2-day4-lab.ipynb
  - week2-ticket-booking.ipynb
  - week2_EXERCISE.ipynb
  - week3-exercise.ipynb
- - chat_app.py
  - HELP.md
- - buy_sell_equities.ipynb
  - code_comments.ipynb
  - unit_test_writer.ipynb
- - week1 EXERCISE.ipynb
  - week2 EXERCISE.ipynb
- - README.md
  - twenty.py
- - day1-youtube-video-summarization.ipynb
  - day2_latestnews.ipynb
- - W1_day1_Exercise.ipynb
- - scraper.py
  - w1-d1-word-defenition.ipynb
  - w1-d5-nlexpatnews.ipynb
  - w1-excersice-technicalassistant.ipynb
  - w2-d2-nlexpatnews_gradio.ipynb
  - w2-d5-meal-image-gen.ipynb
- - day1.ipynb
- - openai_scraper_playwright.py
  - Playwright_Solution_JupyterAsync.ipynb
  - Playwright_Solution_Showcase_Formatted.ipynb
  - README.md
  - requirements.txt
- - enhanced_web_scraper.ipynb
- - week1 EXERCISE.ipynb
- - .gitignore
  - app.py
  - README.md
  - requirements.txt
- - week2_day1.ipynb
  - week2_day4.ipynb
- - buisness.ipynb
  - Competitor_Research_Report.ipynb
  - scraper.py
- - ai_airline_assistant.ipynb
- - Week1_Day1_StockFundamentals.py
  - Week1_Day1_StockLatetERSummary.py
  - Week1_Day2_OllamaStockFundamentals.py
- - app.py
  - Dockerfile
  - Makefile
  - README.md
  - requirements.txt
- - scraper.py
  - week1_day2.ipynb
- - week1-exercise.ipynb
  - week2-exercise.ipynb
  - week3-exercise.ipynb
  - week4-exercise.ipynb
  - week5-exercise.ipynb
  - week6-exercise.ipynb
  - week7-exercise.ipynb
- - ShoppAi.ipynb
- - week3_exercise_calling_opensource_models_hugging_face.ipynb
  - week_5_exercise.ipynb
  - week_6_exercise.ipynb
  - week_7_fine_tuned_model_testing.ipynb
- - week1-exercise.ipynb
- - week1 EXERCISE.ipynb
- - .gitkeep
  - brochure_summaries.txt
  - Patient brochure.ipynb
- - website_summarizer.ipynb
- - week1-llm-prompter.ipynb
- - day1exercise.ipynb
- - week-one-execrise.ipynb
- - scraper.py
- - day1-stock-options-tutor.ipynb
  - day2-summarizer-with-ollama.ipynb
  - week1 EXERCISE.ipynb
  - youtube-transcriber.ipynb
- - week-eight-exercise-solution.ipynb
  - week-five-exercise-solution.ipynb
  - week-four-exercise-solution.ipynb
  - week-one-exercise-solution.ipynb
  - week-seven-exercise-solution.ipynb
  - week-six-exercise-solution.ipynb
  - week-three-exercise-solution.ipynb
  - week-two-exercise-solution.ipynb
- - README.md
- - week1_exercise.ipynb
  - week2_exercise.ipynb
- - day1_with_ollama.ipynb
- - day_1_week_1_task.ipynb
  - day_2_wee_1_task.ipynb
  - stock_price_training_data_220.jsonl
  - stock_train.jsonl
  - stock_val.jsonl
  - week-eight-assignment-solution.ipynb
  - week-five-assignment-solution.ipynb
  - week-one-assignment-solution.ipynb
  - week-six-assignment-solution.ipynb
  - week-two-assignment-solution.ipynb
  - week_four_assignment_solution.ipynb
  - week_seven_assignment_solution.ipynb
  - week_three_assignment_solution.ipynb
- - day2.ipynb
- - brochure_generator.ipynb
- - day2.ipynb
  - week1 EXERCISE.ipynb
- - README.md
  - synthgen.ipynb
- - main.py
  - Process.mov
  - pyproject.toml
  - README.md
- - day1-task.ipynb
- - README.md
  - teja_technicalconceptexplainer.ipynb
- - day1_email_project.ipynb
  - day1_email_project_ollama.ipynb
  - week1_EXERCISE_tigeress.ipynb
- - week4_python_to_cpp_converter.ipynb
- - week1_explain_stacktrace.ipynb
  - week2_api_docs_qa.ipynb
  - week3_tokenizer_prompt_budget.ipynb
  - week4_py_to_cpp_optimizer.ipynb
  - week5_company_kb_rag.ipynb
  - week6_price_baseline_error_analysis.ipynb
  - week7_confidence_aware_pricer.ipynb
  - week8_agentic_deal_pricer.ipynb
- - wk1_day1_english_tense_teacher.ipynb
- - week1 EXERCISE.ipynb
- - web_summary_fashion.ipynb
- - bible_pidgin.ipynb
- - vidit_day1_assignment.ipynb
- - day_1.ipynb
- - day1.ipynb
  - day2.ipynb
- - day1.ipynb
  - day5.ipynb
  - week1 EXERCISE.ipynb
- - Day1_week2_with_free_OpenRouter.ipynb
- - week-1-EXERCISE.ipynb
  - week-2-EXERCISE.ipynb
  - week-3-EXERCISE.ipynb
  - week-4-EXERCISE.ipynb
  - week-6-EXERCISE.ipynb
  - week-7-EXERCISE.ipynb
- - Utils.py
  - WEEK1_EXERCISE.ipynb
  - WEEK2_EXERCICE.ipynb
  - WEEK3_EXERCICE.ipynb
  - WEEK4_EXERCICE.ipynb
  - WEEK5_EXERCICE.ipynb
  - WEEK6_EXERCICE.ipynb
  - WEEK7_EXERCICE.ipynb
- - module.py
  - README.md
  - requirements.txt
  - test.py
  - web_scraper_app.py
  - week1_day2_ak.ipynb
- - online-banking.ipynb
- - day2-test.ipynb
  - scraper.py
- - week1 EXERCISE.ipynb
  - week2 EXERCISE.ipynb
  - week3 EXERCISE.ipynb
  - week4 EXERCISE.ipynb
  - week5 EXERCISE.ipynb
- - day1_ollama.ipynb
  - meeting_transcript.txt
- - week1_ex1.ipynb
  - week_one_exercise.ipynb
- bookstore_assistant.ipynb
- Budget-Travel-Agent.ipynb
- buisness.ipynb
- clinic_booking_bot.ipynb
- code_explainer_by_psu.ipynb
- Cosmus_Week3_exercise.ipynb
- day1-High-School-Economics-Teacher.ipynb
- day1.ipynb
- day1_kasethuraman_lecture_summarizer.ipynb
- day1_krispatel_anthropic.ipynb
- day1_marvin_the_paranoid_android_summarizes_wikepedia.ipynb
- day1_playwright_js_web_scrape.ipynb
- day1_product_comparison_openai_ollama.ipynb
- day1_test_pollama.ipynb
- day1withgroq.ipynb
- day2_Ollama_open source.ipynb
- day2ollamatest.ipynb
- deep_week1_day1_solution.ipynb
- exercise_Week1_Day2_job_post_analyzer.ipynb
- gmail-ai-summarizer.py
- JonasThamane
- JonasThamane Week1 PR Assessment.ipynb
- mariam_janati_day1_api_example.ipynb
- Market_Research_Agent.ipynb
- marketing_brochure.ipynb
- nancieliu_w1d1.ipynb
- Nithya_day1_JIRA_summary.ipynb
- P_ANIL_KUMAR_Ollama_Telugu_Summary_.ipynb
- prem.ipynb
- research_paper_summarizer.ipynb
- sanskrit_translation.ipynb
- selenium_sephora_beauty_advisor.ipynb
- sharanya_day2.ipynb
- sherin_day1_translation_summary.ipynb
- summarize_portfolio_site_using_llama3.2.ipynb
- SyntheticDataGenerator_PT.ipynb
- TV_show_recommender.ipynb
- Vadiraj_day1_playwright_js_web_scrape.ipynb
- week1 EXERCISE.ipynb
- week1-Day1-RoadmapGenerator_adityapatel.ipynb
- Week1_Day1_umarfarooq121.ipynb
- week2-day1-testing-different-personas.ipynb
- week2_exercise_krispatel.ipynb
- week3 EXERCISE.ipynb
- wk1-day1-RBG-all-sites-jina.ipynb
- wk1-day2-RBG-all-sites-ollama.ipynb
- - prototype_signal.ipynb
- - prototype_trader.ipynb
  - trades_claude.py
  - trades_gemini.py
  - trades_gpt-4o.py
- 01_intro.ipynb
- 02_command_line.ipynb
- 03_git_and_github.ipynb
- 04_technical_foundations.ipynb
- 05_notebooks.ipynb
- 06_python_foundations.ipynb
- 07_vibe_coding_and_debugging.ipynb
- 08_debugging.ipynb
- 09_ai_apis_and_ollama.ipynb
- 10_intermediate_python.ipynb
- 11_async_python.ipynb
- 12_starting_your_project.ipynb
- 13_frontend.ipynb
- 14_docker_terraform.ipynb
- diagnostics.ipynb
- diagnostics.py
- SETUP-new.md
- troubleshooting.ipynb
- - 01_webpage_summarizer.ipynb
  - 0225_day2_exercise_by_LM.ipynb
  - 02_brochure_generator.ipynb
  - 03_tech_explainer.ipynb
  - 5_day_eec_outline_generator.ipynb
  - AA-day1.ipynb
  - accessible-technical-concept-explainer.ipynb
  - accommodation_assistant.ipynb
  - ag-w1d1-site-summary.py
  - ag-w1d2-ollama-site-summary
  - ag-w1d2-use-local-ollama-library.py
  - ag-w1d2-use-local-ollama-url-py
  - ag-w1d2-use-local-ollama-with-openai.py
  - AI Tutor using Gemini & Llama.ipynb
  - AICompetitorAnalyzer.ipynb
  - APopoola_Week1_Exerc_solution.ipynb
  - ariel-pires-week1-interactive-web-app.md
  - basant_Intelligent_Competitor_Monitoring_App.ipynb
  - Brochure Visual Gen Eng & Span.ipynb
  - brochure-builder-with-multishot-prompting.ipynb
  - brochure_pipeline.py
  - Business_Brochure_project-Copy1.ipynb
  - Business_Use_Case_Resume_Upgrader.ipynb
  - chris_burt_selenium_scraper.py
  - City Economy Summarizer.ipynb
  - company_brochure_relevent_links.ipynb
  - companybrochure_ollama_sharathir.ipynb
  - CompanySalesBrochureGenerator.ipynb
  - CoolCodeSummarizer.ipynb
  - Dashboard summarization.ipynb
  - Day 1 - AI Analysis Project (Gemini via OpenAI SDK) .ipynb
  - Day 1 - AI Job application helper.ipynb
  - day 5 personal tutor.ipynb
  - day-1-bank-account-summarization.ipynb
  - day-1-EmailGenerator.ipynb
  - day-1-gemini-book-summarizer.ipynb
  - day-1-gemini.ipynb
  - day-1-generate-cover-letter-from-cv.ipynb
  - day-1-github-information.ipynb
  - day-1-ollama-app.ipynb
  - day-1-pull-request-review.ipynb
  - day-1-research-paper-summarizer-using -openai-api.ipynb
  - day-1-Stock-data-analysis.ipynb
  - day-1-thesis_pdf_summarizer.ipynb
  - day-1-to-do-list using-ollama.ipynb
  - day-1-travel-recommendation.ipynb
  - day-1-youtube-video-summary.ipynb
  - Day-1_email_subject.ipynb
  - Day-1_email_summarizers.ipynb
  - day-1_top_ten_stocks_to_invest_with_reasoning.ipynb
  - Day-2-Summarise-localModel.ipynb
  - Day-2_exercise_with_ollama3.ipynb
  - day01_email_subject_line_en-fr.ipynb
  - day01_email_subjectLine_creator.ipynb
  - day02_ollama_website_summarizer.ipynb
  - day1 email checker.ipynb
  - day1- stock adviser webscrap.ipynb
  - day1-airbrush-refund.ipynb
  - day1-AnalyzeResume-GenerateSample.ipynb
  - day1-article-pdf-reader.ipynb
  - day1-asking_about_shor_algorithm.ipynb
  - day1-BitcoinMarketPrediction.ipynb
  - day1-compare-websites.ipynb
  - day1-debs_stock_summary_recommendation.ipynb
  - day1-dotabuff-summarization.ipynb
  - day1-election-program-qa.ipynb
  - day1-email-reviewer-in-Bahasa.ipynb
  - day1-email-subject-creation.ipynb
  - day1-email-subject-implementation.ipynb
  - Day1-email-subject-thinker.ipynb
  - Day1-Exercise.ipynb
  - Day1-finance-journal-summarizer.ipynb
  - day1-financial-analyst.ipynb
  - day1-finviz_stock_analysis.ipynb
  - day1-football-game-summarizer.ipynb
  - day1-generate-social-media-posts.ipynb
  - day1-Groq API.ipynb
  - day1-Groq-API.ipynb
  - day1-guardian-news-summarizer.ipynb
  - day1-job-search-assitant.ipynb
  - day1-learn-chinese.ipynb
  - day1-mail_subject_creation.ipynb
  - day1-master-chef.ipynb
  - day1-ollama-selenium-email subject suggestion.ipynb
  - day1-onepiece-warhammer.ipynb
  - day1-pluggable_scraper_summary.ipynb
  - day1-price-analyst-salman.ipynb
  - day1-research-paper-summarization.ipynb
  - day1-research-paper-summarizer-with-highlighter.ipynb
  - day1-research_paper_summarizer_by_name.ipynb
  - day1-resume-analyzer-for-job-postings.ipynb
  - day1-reviewsSummary.ipynb
  - day1-rubber-duck.ipynb
  - day1-selenium-doctor-recommendation.ipynb
  - day1-selenium-for-javascript-sites.ipynb
  - day1-selenium-lama-mac.ipynb
  - day1-selenium-simple-jds.ipynb
  - day1-selenium-web-summary-es-mx.ipynb
  - day1-social-media-content-creator.ipynb
  - day1-startup-idea-evaluator.ipynb
  - day1-untrusted-content-summarizer.ipynb
  - day1-weather-summary.ipynb
  - day1-webpage-summarizer-brazilian-news.ipynb
  - day1-webscraping-playwright.ipynb
  - day1-webscraping-selenium-for-javascript.ipynb
  - day1-wiki-summary.ipynb
  - day1-youtube-video-summarization.ipynb
  - day1.ipynb
  - day1_air_travel_agent.ipynb
  - day1_analyze_CV_Write_cover_letter.ipynb
  - day1_aniketk04.ipynb
  - day1_article_world_cup_final.ipynb
  - day1_basketball.ipynb
  - day1_carrie.ipynb
  - day1_check_source_for_security_vuln.ipynb
  - day1_comparative_analysis.ipynb
  - day1_counselor.ipynb
  - day1_coverletter_tailored_to_CV_and_job_description.ipynb
  - day1_create_blog_post.ipynb
  - day1_document_summarizer.ipynb
  - day1_email_reviewer.ipynb
  - day1_email_secretary.ipynb
  - day1_email_subject_generator_kdemon.ipynb
  - day1_emailsubject.ipynb
  - day1_ethical-antibot-async_jeannine-jordan.ipynb
  - day1_example.ipynb
  - day1_exercise-recipe_formatter.ipynb
  - day1_exercise_image_gen.ipynb
  - day1_far_far_away.ipynb
  - day1_first_llm_videotranscript_summary.ipynb
  - day1_fitness_fun.ipynb
  - day1_gemini_meeting_minutes_from_transcript.ipynb
  - day1_industrial_product_recommendaitons.ipynb
  - day1_job_post_summerizer.ipynb
  - day1_marketing_insights_scraper_Selenium_OpenAI.py
  - day1_menu_summarize_restaurant.ipynb
  - day1_michelin_start_cook.ipynb
  - day1_music_recommender_promax.ipynb
  - day1_Naija_news.ipynb
  - day1_narrate_football_game.ipynb
  - day1_OjhaSumit.ipynb
  - day1_playwright_implementation.ipynb
  - day1_ppt_summariser.ipynb
  - day1_product_sentiment_analyzer.ipynb
  - day1_Project.ipynb
  - day1_quiz_generator.ipynb
  - day1_resume_to_job_gap_analysis_tool.ipynb
  - day1_selenium_chromedriver.ipynb
  - day1_selenium_implementation.ipynb
  - day1_selenium_job_cv_recommender.ipynb
  - day1_selenium_microsoftedgedriver.ipynb
  - day1_selenium_sentiment_analyzer.ipynb
  - day1_selenium_vulnerability_detector.ipynb
  - day1_song_writer.ipynb
  - day1_summarize website using local llama.ipynb
  - day1_summarize_research_papers.ipynb
  - day1_tennis.ipynb
  - day1_tennis_news_today.ipynb
  - day1_tennis_news_today_ollama.ipynb
  - day1_website_summarizer.ipynb
  - day1_website_summary_mac_headless.ipynb
  - day1_wiki_summariser.ipynb
  - day1_youtube_summarizer.ipynb
  - day1projectwithollama.ipynb
  - day2 EXERCISE beware low num_ctx truncation.ipynb
  - day2 EXERCISE-disabled-ssl.ipynb
  - day2 EXERCISE-Summarization-Ollama.ipynb
  - day2 EXERCISE-website-summarizer.ipynb
  - day2 EXERCISE.ipynb
  - day2 EXERCISE_deepseek-r1.ipynb
  - day2 EXERCISE_ollama_llama3.ipynb
  - day2 EXERCISE_priithvi.ipynb
  - day2-chinese-webpage-summarizer.ipynb
  - day2-EXERCISE-ollama-local.ipynb
  - day2-EXERCISE-ollama-openai-api-website-summarizer-ITA.ipynb
  - day2-exercise.ipynb
  - day2-ollama-exercise.ipynb
  - day2-ollama-website-summarizer.ipynb
  - Day2-Solution-Ollama-sharathir.ipynb
  - Day2-Solution-Ollama.ipynb
  - day2-sumerise-website-using-ollama.ipynb
  - day2-weather-summary.ipynb
  - day2-webpage-summarizer-ollama-gemini.ipynb
  - day2.ipynb
  - day2_assignments.ipynb
  - day2_carrie.ipynb
  - day2_exercise.ipynb
  - day2_exercise_cl.ipynb
  - day2_exercise_deepseek_r1.ipynb
  - day2_exercise_llama3.2.ipynb
  - day2_exercise_ollama_website_summarization.ipynb
  - day2_exercise_using_input.ipynb
  - day2_grocery_list_generator_with_recipe_scaler.ipynb
  - day2_menu_summarize_restaurant_ollama.ipynb
  - day2_narrate_football_game.ipynb
  - day2_Ollama_Solution.ipynb
  - day2_ollama_webpage_summarizer.ipynb
  - day2_ollama_webpage_summarizer_bs4.ipynb
  - day2_ollama_website_summarizer_assignment.ipynb
  - day2_tennis.ipynb
  - day2_website_summarizer_ollama.ipynb
  - day2_website_summarizer_with_ollama.ipynb
  - day2solution.ipynb
  - day4-illusion_of_memory.py
  - day5 - brochure improved.ipynb
  - day5 company brochure.ipynb
  - day5-disable-ssl.ipynb
  - day5-exercise.ipynb
  - day5-GitaScripting.ipynb
  - day5-github-page-portfolio-maker.ipynb
  - day5-improved-comments-spanish.ipynb
  - day5-multi-prompt-spanish-jds.ipynb
  - day5-MultiLingual-MultiTone.ipynb
  - day5-ollama.ipynb
  - day5-stream.ipynb
  - day5_contentgeneration.ipynb
  - day5_ollama_version.ipynb
  - day5_shared-driver-threaded-scraper_jeannine-jordan.ipynb
  - day5_sm_exercise.ipynb
  - day_2_exercise_yasine_deghaies.ipynb
  - ederhion_week1_EXERCISE.ipynb
  - Email_Assistant.ipynb
  - FindWebsiteTheme.ipynb
  - fundamental_analysis_expert.ipynb
  - gradio_testcase_automation.ipynb
  - hritik_day1_solution.ipynb
  - huzaifa_week1_day2_solution.ipynb
  - huzaifa_week1_exercise_solution.ipynb
  - ibrahim_week1_exercise.ipynb
  - igniters-week1-day5-ns_sly.ipynb
  - igniters_mrithwik_week1.ipynb
  - Invoke LLM model from AWS Bedrock.ipynb
  - jaeeun.kim_week1_EXERCISE.ipynb
  - landing_page_positioning_agent.ipynb
  - lawrence-Week1-Build-Your-First-LLM-Product-Exploring-Top-Models.ipynb
  - Lilz71_day1_solution.ipynb
  - linked-in-profile-scrapper.py
  - llava-For-Image-week1.ipynb
  - local_llm_pr_review.ipynb
  - mayowa-pitan week1 EXERCISE.ipynb
  - MDin_AITrendCheck.ipynb
  - MDin_week1Exercise.ipynb
  - meesam-day2-homework.ipynb
  - meesam-week1-day5-exercise.ipynb
  - Movie_Suggestion.ipynb
  - my_day2_Japyh.ipynb
  - my_day_1_Japyh.ipynb
  - nyaz_day1_solution.ipynb
  - Ollama brochure.ipynb
  - Ollama_websummarizer_user_input.ipynb
  - OllamaDay1_MailSubjectLine.ipynb
  - Oorja-week1-day5.ipynb
  - Oorja_day1_with_ollama.ipynb
  - ranskills-week1-mathxpert.ipynb
  - RayenMestiri_lab1_solution.py
  - README.md
  - reqdoc.docx
  - resume.txt
  - resume_based_job_recommender.py
  - sanjay-contri-1.ipynb
  - santosh_day2_lab.ipynb
  - scraper_Japyh.py
  - senior_business_analyst_roles_scraper.ipynb
  - sharanya.ipynb
  - sharon_nabiryo_week1_day1.ipynb
  - sharon_nabiryo_week1_day2.ipynb
  - shashwat_w1d1_assignment.ipynb
  - Shriyash_Patil_WebscrapperDay1.ipynb
  - Text-Summarizer.ipynb
  - Top Tech products.ipynb
  - W1D5_Code_instructor.ipynb
  - Week 1 - Exercise.ipynb
  - Week1-Challenge-Brochure-Translation.ipynb
  - Week1-Challenge-LocalGPT.ipynb
  - Week1-Day1-Exercise.ipynb
  - Week1-Day1-Movie-Review.ipynb
  - Week1-Day1-Tech-Assistant.ipynb
  - Week1-Day2-Exercise.ipynb
  - Week1-Day2-Movie-Review-OpenSrc.ipynb
  - Week1-Day2-Ollama-Exercise.ipynb
  - Week1-Exercise-Gemini-With-GenAI-SDK.ipynb
  - Week1-Exercise-OllamaStream-Solution.ipynb
  - Week1-Exercise-Tutor.ipynb
  - Week1-UP-Day1-Exercise-EmailSubjectLineSuggestion.ipynb
  - Week1_Challenge_Career_Well_Being_Companion.ipynb
  - Week1_Day1-2_Lab_AKP.ipynb
  - Week1_Day1_Flight_Prices_Tracker.ipynb
  - Week_1-Day 2-Article_Title_Generator.ipynb
  - Week_1-Day 5-Article_Title_Generator-V2.ipynb
  - Week_1-Day 5-Article_Title_Generator-V3_Firecrawl.ipynb
.cursorignore
.gitignore
.python-version
environment.yml
LICENSE
pyproject.toml
README.md
uv.lock

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/ed-donner/llm_engineering

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd llm_engineering

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Docker

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.

⚠️ 이 프로젝트는 규모가 큰 저장소라, 이 방법이 실제 핵심 제품이 아니라 내부 하위 패키지를 가리키는 것일 수 있습니다. README 전체를 함께 확인해보세요.

docker build -f community-contributions/Reputation_Radar/Dockerfile -t llm-engineering .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker run -p 8080:80 llm-engineering

빌드된 이미지를 실제 컨테이너로 실행합니다.

✅ 터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.

3. Python

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install -r community-contributions/Arjav014/AI-Convo/requirements.txt

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

jupyter notebook

브라우저에서 노트북(.ipynb) 파일들을 열람하고 실행할 수 있는 Jupyter 화면을 켭니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

4. Make

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Make Linux/macOS는 보통 기본 설치되어 있습니다. Windows는 별도 설치(예: MSYS2, WSL)가 필요합니다.

cd community-contributions/Reputation_Radar

이 프로젝트의 관련 파일이 하위 폴더 안에 있어서, 먼저 그 폴더로 이동합니다.

make

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

✅ 에러 없이 끝나면 성공입니다. 생성된 실행 파일을 직접 실행해보세요.

// repository documentation

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llm_engineering

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# 설치 가이드

2. Docker

3. Python

4. Make

오늘의 추천 프로젝트

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llm_engineering

파일 탐색기

# 설치 가이드

2. Docker

3. Python

4. Make

오늘의 추천 프로젝트

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