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Levezze 21028a6bf7 Add modular 3-way LLM conversation notebook 
Implements a clean, reusable architecture for multi-LLM conversations:
- Unified OpenAI SDK interface for GPT, Claude, and Gemini models
- Dynamic role assignment using a dictionary-based configuration
- Three distinct personas: snarky arguer, sharp debater, and mediator
- Conversation context management across all participants
- Interactive display using IPython Markdown rendering

The modular `call_llm()` function handles context building and message
tracking, making it easy to orchestrate complex multi-agent dialogues.

Demonstrates best practices for LLM interaction patterns in the course.
2025-08-24 21:45:04 -04:00
..
3_chatbots_Converstion
Add Chatbots Conversation Contribution
2025-07-15 20:17:14 -02:30
AI Gold Investment Assistant
feat: week 2 challenge - AI Gold Investment Assistant
2025-06-18 12:25:50 +03:00
anatomy_poster_generator
Create submission week 2 SF README.md
2025-07-13 17:20:22 +02:00
medical_prescription_to_google_calender
added new project to communuty section.
2025-02-21 00:37:40 +05:30
muawiya
Rename reuqirements.txt to requirements.txt
2025-05-10 22:22:09 +03:00
rwothoromo
Get Gemini to work
2025-08-11 13:48:02 +03:00
taskmanagement
sngo: add taskmanagement contribution for week 2
2025-05-19 20:56:36 -05:00
TicketPriceWithGoogleSearch
cleared output
2025-07-19 15:39:28 +05:30
week2_day2_gradio
Mokh Week 2 Day 2 Contribution
2025-03-06 00:28:27 +02:00
04_tribot_debate.ipynb
Add week2 contributions
2025-06-05 17:19:54 +02:00
05_weathermate_ai_agent.ipynb
Add week2 contributions
2025-06-05 17:19:54 +02:00
agent_conversation_shakespeare.ipynb
week2/community-contributions/agent_conversation_shakespeare.ipynb
2025-07-16 15:59:20 +05:30
Agent_translate_gemini.ipynb
Added my contributions to community-contributions
2025-07-03 21:54:24 +05:30
AI Booking Chatbot.ipynb
Updated the code to include ticket bookings with the quantity(no of tickets) being specified by the user
2025-04-07 14:51:25 +05:30
Airlines_Chatbot_with_Audio_Input.ipynb
Added my contributions to community-contributions
2025-04-11 14:36:23 +05:30
AISystem.py
Exercise week2 day 2: offer multi llms dropdown and reusable AISystem with stream option
2025-01-07 09:11:15 +01:00
animal_mixer.ipynb
Added my contributions to community-contributions
2025-07-28 15:43:20 +02:00
Automated_conversation_between_flight_assistant_bot_and_customer_bot.ipynb
Flight conversation between 2 AI bots (Week 2)
2025-05-10 02:35:33 +02:00
beatnik_jokes.ipynb
community notebook: beatnik jokes
2025-03-10 17:58:22 -07:00
brochure_links_tone.ipynb
Added my contribution to community-contributions in week 2
2025-03-25 15:44:35 +04:00
brochure-builder-with-gradio.ipynb
Add week2 notebooks to community-contributions
2025-08-18 23:03:41 -04:00
brochure-generator-interface.ipynb
Added advanced brochure generator to community-contributions
2025-02-26 21:23:09 +05:00
chatbot_conversation_robots.jpg
Added notebook to describe and find https://github.com/TheLongSentance/chatbot_conversation
2025-02-12 18:46:15 +00:00
chatbot_conversation_transcript.md
Added notebook to describe and find https://github.com/TheLongSentance/chatbot_conversation
2025-02-12 18:46:15 +00:00
chatbot_conversation.ipynb
Added notebook to describe and find https://github.com/TheLongSentance/chatbot_conversation
2025-02-12 18:46:15 +00:00
clinic_booking_bot.ipynb
Add files via upload
2025-06-27 16:50:39 +02:00
Conversation_War_bw_LLMs_using_llama.ipynb
Added my contributions to community-contributions
2025-04-05 17:09:04 +05:30
Copilot.ipynb
Add Copilot and weather agent notebooks
2025-08-18 20:16:14 +05:30
d5_TravelAgent_google_STT.ipynb
week 2 exercise solution with STT
2025-02-16 01:06:32 +01:00
day1_3_way_conversation_js.ipynb
Added my contributions to community-contributions
2025-07-18 18:42:54 +05:45
day1_3_way_conversation_levzhitnik.ipynb
Add modular 3-way LLM conversation notebook
2025-08-24 21:45:04 -04:00
day1_3_way_conversation-luizmeier.ipynb
Adding 3 bots conversation to community-contributions
2025-08-05 17:32:59 -03:00
day1_3_way_convo.ipynb
Add 3-way AI convo notebook for Week2 Day1
2025-07-14 10:17:34 -04:00
day1_adversarial.ipynb
community: notebook with an adversarial conversation
2025-03-11 11:23:25 -07:00
day1_AI_rountable_GPT_llama_qwen.ipynb
Added 3 way AI rountable conversation to community-contributions
2025-04-08 21:32:01 +05:30
day1_class_definition-botChat.ipynb
Clear cell output
2025-01-13 17:22:12 +00:00
day1_class_definition-examples.ipynb
Wrapper class definition, examples and the implementation of the bot chat using it
2025-01-13 16:34:20 +00:00
day1_class_definition.ipynb
Wrapper class definition, examples and the implementation of the bot chat using it
2025-01-13 16:34:20 +00:00
day1_exercise_multi_conversation_bots.ipynb
add exercise_gradio_dropdown
2025-01-07 09:15:46 +01:00
day1_llm_war.ipynb
clear output cells
2025-06-24 02:05:48 +06:00
day1_Ollama&gemini_conversation.ipynb
Added files to the 'community contribution' folder
2025-02-18 13:35:32 +09:00
day1_presidential_debate.ipynb
Added my contribution week2 day 1
2025-04-29 15:18:00 +02:00
day1_Sherlock_Holmes_Trialogue.ipynb
Add Sherlock Holmes-themed chatbot trialogue to community-distributions
2025-05-23 12:12:03 +02:00
day1_three_chatbot_conversation.ipynb
Added my contributions to community-contributions
2025-05-03 21:12:07 +02:00
day1_three_way_chat.ipynb
Refactor: Rename file
2025-04-04 14:40:47 +02:00
day1_triple_conversation.ipynb
add only one file, and in the right place
2025-02-15 20:52:26 +01:00
day1-3 adversarial coversation.ipynb
Add files via upload
2025-02-25 07:20:10 +01:00
day1-3-fellers-on-the-pequod.ipynb
oops
2025-05-14 23:47:28 -07:00
day1-3way-with-llama3.2.ipynb
Added llama for day1 and tones for day2 (week2)
2025-01-30 15:13:30 +03:00
day1-4-way-convo-jds.ipynb
Added my contributions to community-contributions
2025-04-18 17:38:30 -10:00
day1-azure-aws-ollama.ipynb
Package updates, more Ollama, fixes
2024-12-08 22:57:40 -05:00
day1-conversation-between-3-chatbots.ipynb
week 2 - day1 exercise: conversation between 3 chatbots
2025-07-15 01:12:29 -04:00
day1-conversation-with-gemini.ipynb
barry_northern: using Gemini SDK instead of Claude + use Gemini's fit-for-purpose chat function
2025-01-20 23:45:02 +00:00
day1-debate-gemini-judges.ipynb
Add my day1 file
2025-02-10 20:17:45 -05:00
day1-exercise-oscars-3-way-conversation.ipynb
Week 2 day one exercise for community.
2025-01-30 11:22:18 -05:00
day1-gpt-claude-llama-interaction.ipynb
Added my contribution for 3 LLMs having conversation
2025-02-25 16:46:57 -06:00
day1-gpt-llama-gemini-together.ipynb
LLMs 3 way solution including ollama
2024-12-23 14:11:47 +11:00
day1-Multimodel_Chat.ipynb
Week2Day1 Multimodel chat
2025-04-13 20:02:19 +05:00
day1-ollama-claude.ipynb
Added llama 3.2 - claude 3.5 sonnet chatbot interaction to community-contributions
2025-02-26 08:48:41 +05:00
day1-tennis_convo_with_3_chatbots.ipynb
Added my contributions to community-contributions
2025-08-02 19:13:54 -07:00
day1-three-actors.ipynb
Added week2 day1 exercise - fictional chat between 3 actors
2025-04-27 19:15:33 -07:00
day1-three-model-conversion.ipynb
Added my contributions to community-contributions of week1/week2
2025-07-01 06:06:06 -07:00
day1-with-3way.ipynb
Package updates, more Ollama, fixes
2024-12-08 22:57:40 -05:00
day2_message_interface_with_models.ipynb
Jupyter notebook to ask a question and get a response from the GPT, Claude and Gemini
2025-02-09 14:46:29 +01:00
day2-different-tones.ipynb
Added llama for day1 and tones for day2 (week2)
2025-01-30 15:13:30 +03:00
day2-exercise_gradio_dropdown.ipynb
add exercise_gradio_dropdown
2025-01-07 09:15:46 +01:00
day2-gemini.ipynb
gemini-codes-week2
2024-12-30 11:51:06 +05:30
day2-openrouterAi.ipynb
Add week2 with openrouter.ai and day 2 brochure practice
2025-02-18 23:28:49 -05:00
day2.ipynb
Package updates, more Ollama, fixes
2024-12-08 22:57:40 -05:00
day3 w2 -programming tutor.ipynb
Added contributions to community-contributions
2025-03-01 17:23:54 +05:00
day3_Multishot_prompting_via_historical_conversation.ipynb
feat():Multishot_prompting_using_history
2025-06-21 18:39:28 +02:00
day3-gemini.ipynb
Reverted modified files in week2/community-contributions
2025-03-14 11:04:19 +05:00
day3-gradio-auth.ipynb
Reverted modified files in week2/community-contributions
2025-03-14 11:04:19 +05:00
day3-ollama-gradio.ipynb
Ollama_gradio
2025-02-22 14:37:26 +09:00
day3-programming-tutor.ipynb
Added my contributions to community-contributions
2025-02-27 21:31:45 +05:00
day3-refine-user-query-by-llama.ipynb
Reverted modified files in week2/community-contributions
2025-03-14 11:04:19 +05:00
day3-study_assistant.ipynb
create a study assistant
2025-06-18 18:03:31 +06:00
day3.upsell.ipynb
Reverted modified files in week2/community-contributions
2025-03-14 11:04:19 +05:00
day4_booking_flight_tool.ipynb
Add the book flight tool for the agent to be able to provide flight bookings.
2025-02-26 11:37:42 +02:00
day4_compare_prices.ipynb
The Airline AI Assistant can now compare prices, e.g., 'Is it cheaper to go to Berlin or to go to London?'
2025-03-21 16:54:34 +01:00
day4_with_booking_and_multiple_tools_per_message.ipynb
Reverted modified files in week2/community-contributions
2025-03-14 11:04:19 +05:00
day4-airlines-project-fullyCustomize.ipynb
Minor improvements including consistently setting override to True when loading dotenv
2025-03-01 15:03:18 -05:00
day4-ecommerce-project-fullyCustomiz.ipynb
Add eCommerce Assistant notebook for product price retrieval week2
2025-04-09 00:41:22 +03:00
day4-handle-multiple-tool-call.ipynb
Week 2 Day 4 - handle multiple tool calls
2024-12-22 10:18:06 +01:00
day4-multipleTools.ipynb
example of using 2 tools at the same time
2025-02-12 22:05:04 -05:00
day4-with-discount-tool.ipynb
add discount tool
2024-12-09 21:37:50 +05:30
day4.ipynb
Merge branch 'main' of github.com:ed-donner/llm_engineering
2024-12-08 22:57:47 -05:00
day5_book_flight_sightseeing_tools.ipynb
Add book flight and sightseeing functions in day5. Audio worked with variation 1.
2025-02-26 14:23:24 +02:00
day5_Careerhelper.ipynb
Add Careerhelper file
2025-01-11 09:40:42 +11:00
day5_llama3.1_tools_usecase.ipynb
feat(week2): llama3.1-instruct tools usecase
2025-01-05 19:44:09 +05:30
day5_ollama_tts-translator.ipynb
Adding Ollama with tts and use it as translator
2025-02-23 00:10:20 +09:00
day5-book-flight.ipynb
Add files via upload
2025-02-08 19:42:26 -07:00
day5-event_assistant.ipynb
Added week1 and week2 projects
2025-03-10 06:38:42 -04:00
day5-exercise-departures-booking-and-translation.ipynb
W2D5 exercise with multi tools and agents.
2025-02-03 15:26:06 -05:00
day5-voice-to-text-converter-for-hearing-impaired-people.ipynb
Cleared all output cells, week2 day5 challenge
2025-02-18 19:29:23 +03:00
day5.ipynb
remove handle_tool_call hard-coded function
2025-01-04 13:27:04 -05:00
Day1_SherlockHolmes_Trialogue.ipynb
Sherlock Holmes chatbot trialogue
2025-05-23 11:11:51 +02:00
day 4 - course booking assistant.ipynb
Added my StudyAI Course booking assistant to community-contributions
2025-02-28 14:29:58 +05:00
day 4 w2 - course booking assistant.ipynb
Added contributions to community-contributions
2025-03-01 17:23:54 +05:00
Dental_Office_Chatbot.ipynb
Adding dental office chatbot
2025-08-05 00:12:26 -07:00
FlightAI-exercise.ipynb
FlightAI
2025-07-10 00:58:18 +05:30
gaslighting_llms.ipynb
feat():gaslighting_expert_llm
2025-06-20 21:30:43 +02:00
Gemini-api.ipynb
gemini-codes-week2
2024-12-30 11:51:06 +05:30
GPT Claude Ollama Conversation.ipynb
change path
2025-02-02 14:54:17 +01:00
gpt-gemini-ollama.py
Create gpt-gemini-ollama.py
2025-02-03 19:02:28 +01:00
HistoryBot-Week2Exercise.ipynb
Added HistoryBot Week2 Exercise
2025-08-10 21:20:54 -07:00
joke-calc-tool-wk2d4.ipynb
W2D4 Joke Calculator Tool
2025-06-12 13:24:48 +01:00
multi-modal-StudyAI.ipynb
Added my contributions to community-contributions
2025-03-01 17:08:44 +05:00
oh_sheet_its_spark.ipynb
Rename oh_sheet_its_spark!!!!.ipynb to oh_sheet_its_spark.ipynb
2025-01-21 10:36:29 -04:00
oob-Week_2-Day_3-Gradio_issue_with_Claude.ipynb
Gradio issue with Claude
2025-04-03 14:18:19 -04:00
oob-Week_2-Day_5-Voting_Bots.ipynb
Voting Bots - multi-modal chat app
2025-04-18 17:19:24 -04:00
Personal Story Writer.ipynb
AI Chatbot and Personal Story Writer
2025-04-06 21:48:44 +05:30
physio-chat-bot-(wk2-d3).ipynb
Add notebook from wk2 day3: physio-chat-bot
2025-06-11 13:50:41 +01:00
pitting-llms-against-each-other.ipynb
Add week2 notebooks to community-contributions
2025-08-18 23:03:41 -04:00
proof_testing_agent_french.ipynb
Fixed problem with a missing extension on a community contribution
2025-02-15 21:17:03 -05:00
specific_model_version_selection.ipynb
select specific versions of models from GPT or Claude
2025-07-09 21:30:08 -04:00
task1.ipynb
Package updates, more Ollama, fixes
2024-12-08 22:57:40 -05:00
technical-question-answerer-with-gradio-v3.ipynb
Add week2 exercise to community-contributions
2025-08-21 10:39:56 -04:00
tool_integration_gradio_using_anthropic_api.ipynb
feat(week 2): integration of anthropic api to gradio
2025-04-08 11:36:47 +08:00
trifecta_convo_featuring_gemini_day1.ipynb
Completed exercise for threeway conversation between GPT, Claude, and Gemini
2025-04-25 18:02:55 -05:00
TTS_STT.ipynb
Add files via upload
2024-12-18 21:05:21 +06:00
Vacation_Planner.ipynb
Create Vacation_Planner.ipynb
2025-04-18 16:44:47 +05:30
w2d1exercise.ipynb
Added my additional exercise for W2D1 to community-contributions
2025-02-22 23:17:46 -07:00
w2day1_3llamas_tutoring_discussion.ipynb
w2day1_3llamas_tutoring_discussion.ipynb
2025-07-01 18:20:02 +05:30
weather_agent.ipynb
Add Copilot and weather agent notebooks
2025-08-18 20:16:14 +05:30
week2_code_interpreter_tool.ipynb
contribute to week 2 examples with a tool: python interpreter
2025-02-28 18:45:28 +01:00
week2_day1_chatbotwar.ipynb
Added my contributions to community-contributions
2025-06-25 02:46:41 +08:00
week2_day4_exercise.ipynb
Week2 Day 4 exercise notebook with an additional tool to list destinations that the airline serves
2025-03-11 18:26:54 +00:00
week2_day5_translation_audio.ipynb
adding week2 exercise work with a translator using different frontier model and also trying audio input using whisper library
2025-03-11 18:10:59 +00:00
week2_exercise_by_abrar.ipynb
Fixed the Multiple functions calls error.
2025-08-11 19:34:20 +05:00
week2_EXERCISE_llms_and_pirates.ipynb
add week2 exercise sol. 2 community
2025-03-30 14:21:04 +02:00
week2_exercise_translated_chatbot.ipynb
translator with audio
2025-02-01 14:29:46 +03:00
week2_multimodal_chatbot_with_audio.ipynb
add markdown
2024-12-11 23:33:28 +05:30
week2_tennis.ipynb
Added my contribution week_2 to community-contribution
2025-08-15 17:59:12 +03:00
week2-commerce-chatbot-assistant-and-agent.ipynb
Add eCommerce Assistant notebook for product price retrieval week2
2025-04-09 00:41:22 +03:00
week2-day1-ai_personality_chat.ipynb
Add notebooks to community-contributions
2025-04-25 21:05:08 +01:00
week2-EXERCISE-booking-translation-audio_input-history_audio.ipynb
Added my contributions to community-contributions of week1/week2
2025-07-01 06:06:06 -07:00
week2-exercise-btsp.ipynb
Added my contribution to week2 with a great working notebook that contains booking, translation to 6 languages and speech-to-text functionality
2025-05-06 17:20:02 -07:00
week2-exercise-translator.ipynb
Translator tested.
2025-02-11 19:13:26 +02:00
week2-toolcall-to-course-material.ipynb
added python cells to notebook search
2025-05-08 16:57:06 +02:00
week2day4_budget_trip_planner_using_gemini.ipynb
Week 2 day 4 Budget trip planner
2025-03-17 21:51:51 -04:00
Week2 - OpenAiAndLlama.ipynb
My contribution
2025-04-07 13:53:49 +01:00
Week2_airline_assistant_Gemini_Amadeus_live_ticket_price.ipynb
Week 2 contribution: Airline Assistant using Gemini + Amadeus live ticket price
2025-06-22 12:10:53 +05:30
Week2_day2_openRouter_gradio_brochure.ipynb
Add week2 with openrouter.ai and day 2 brochure practice
2025-02-18 23:28:49 -05:00
Week2_Day2_AddGeminModel.ipynb
Package updates, more Ollama, fixes
2024-12-08 22:57:40 -05:00
Week2_Day2_Litellm.ipynb
Added LiteLLM exampel for Week2 Day2
2025-06-02 16:33:02 +10:00
week 2 - multi modal StudyAI.ipynb
Added my contributions to community-contributions
2025-03-01 17:21:56 +05:00
wk2_day1_ollama_conversation_between_two_models.ipynb
Added my contributions to community-contributions two llm conversations using ollama
2025-05-21 11:14:51 +05:30
wk2_day1_ollama_telling_joke_sharathir.ipynb
Added my contributions to community-contributions Week 2 Day 1 Telling a joke exercises using Ollama
2025-05-20 12:56:02 +05:30
wk2_day2_sharathir.ipynb
Added my contributions to community-contributions, stream brochure, wk2, day2, sharahir, ollama
2025-05-22 18:12:50 +05:30
wk2-day1-monty-python-arg.py
Wrote python script that has GPT and Claude roleplay the famous Argument Clinic sketch from Monty Python
2025-07-31 15:11:37 +03:00
Wk2_Day3_sharathir_ollama.ipynb
Added my contributions to community-contributions, Wk2, Day3 with Ollama by sharathir
2025-05-23 12:07:14 +05:30
Wk2Day4_Ollama_Tools_Sharathir.ipynb
Adding Week 2 Day 4 Ticket Pricing using tools with Ollama by sharathir
2025-05-28 11:01:32 +05:30