AI Residency

This repository contains notebooks, scripts and other resources from the DDS AI Residency program. Materials range from Python fundamentals and deep learning tutorials to examples using frameworks such as LangChain and LangGraph. Use these samples and demos as references for building chatbots, exploring retrieval‑augmented generation (RAG) techniques and experimenting with agentic workflows.

Name		Name	Last commit message	Last commit date
Latest commit History 132 Commits
1stchatbot_groq		1stchatbot_groq
Creating AI Financial Market Assistant Using AI Agents		Creating AI Financial Market Assistant Using AI Agents
ai_coding_deepseek_10Feb_2025		ai_coding_deepseek_10Feb_2025
aws-bedrock		aws-bedrock
crewai-first		crewai-first
fast_api		fast_api
langchain_airesidency		langchain_airesidency
langgraph		langgraph
math_llm		math_llm
mcp_handson		mcp_handson
python_for_ai		python_for_ai
ragmc		ragmc
1.Deep Learning basics with Python, TensorFlow and Keras.ipynb		1.Deep Learning basics with Python, TensorFlow and Keras.ipynb
Another_copy_of_weather_assistant.ipynb		Another_copy_of_weather_assistant.ipynb
Building_an_Agentic_Corrective_RAG_System_with_LangGraph.ipynb		Building_an_Agentic_Corrective_RAG_System_with_LangGraph.ipynb
Copy_of_PineconeIndexDemo.ipynb		Copy_of_PineconeIndexDemo.ipynb
Copy_of_demo_insurance.ipynb		Copy_of_demo_insurance.ipynb
Copy_of_rag_llamaindex.ipynb		Copy_of_rag_llamaindex.ipynb
Langchain_chains_agent_12thapr.ipynb		Langchain_chains_agent_12thapr.ipynb
Langchain_chains_agent_12thjul.ipynb		Langchain_chains_agent_12thjul.ipynb
Langchain_chains_agent_1feb-2025.ipynb		Langchain_chains_agent_1feb-2025.ipynb
Langchain_chains_agent_1febnew.ipynb		Langchain_chains_agent_1febnew.ipynb
Lesson_2_Repeating_tasks_with_for_loops.ipynb		Lesson_2_Repeating_tasks_with_for_loops.ipynb
Lesson_3_Reading_journals_from_food_critics.ipynb		Lesson_3_Reading_journals_from_food_critics.ipynb
MC_11_PineconeIndexDemo.ipynb		MC_11_PineconeIndexDemo.ipynb
Memory_management_for_AI_Apps_Agents_using_Langchain.ipynb		Memory_management_for_AI_Apps_Agents_using_Langchain.ipynb
README.md		README.md
Text_Summary_T5_Fine_Tuned.ipynb		Text_Summary_T5_Fine_Tuned.ipynb
Using_files_in_Python.ipynb		Using_files_in_Python.ipynb
Variables.ipynb		Variables.ipynb
Vector_embedding.ipynb		Vector_embedding.ipynb
Weather_assistant26jul.ipynb		Weather_assistant26jul.ipynb
Weather_functioncall (1).ipynb		Weather_functioncall (1).ipynb
ai_coding_deepseek_10Feb_2025.py		ai_coding_deepseek_10Feb_2025.py
crewai_15thfeb.ipynb		crewai_15thfeb.ipynb
crewai_21stnov2024.ipynb		crewai_21stnov2024.ipynb
crewai_26th.ipynb		crewai_26th.ipynb
dds-logo-removebg-preview.png		dds-logo-removebg-preview.png
dds_logo.jpg		dds_logo.jpg
first_chatbot_19jul.ipynb		first_chatbot_19jul.ipynb
first_chatbot_19jul_gradio.ipynb		first_chatbot_19jul_gradio.ipynb
first_chatbot_python_1705_new.ipynb		first_chatbot_python_1705_new.ipynb
first_rag_llamaindex_c7.ipynb		first_rag_llamaindex_c7.ipynb
groq_colab.ipynb		groq_colab.ipynb
groq_colab_5july.ipynb		groq_colab_5july.ipynb
groq_colab_5july_withgradio.ipynb		groq_colab_5july_withgradio.ipynb
hf_transformer.ipynb		hf_transformer.ipynb
langchain_agent.ipynb		langchain_agent.ipynb
lora_finetuning.yml		lora_finetuning.yml
multi_agent_collaboration.ipynb		multi_agent_collaboration.ipynb
python_tutor_03_01.ipynb		python_tutor_03_01.ipynb
python_tutor_22_02.ipynb		python_tutor_22_02.ipynb
rag_llamaindex.ipynb		rag_llamaindex.ipynb
simplegraph20thfeb.ipynb		simplegraph20thfeb.ipynb
spin-wheel.gif		spin-wheel.gif
stock_market_14thsep.ipynb		stock_market_14thsep.ipynb
stock_market_26_jul.ipynb		stock_market_26_jul.ipynb
stock_market_28th_sep.ipynb		stock_market_28th_sep.ipynb
strating_with_data_in_python.ipynb		strating_with_data_in_python.ipynb
tools_agents.ipynb		tools_agents.ipynb
tools_multi_agents.ipynb		tools_multi_agents.ipynb
weather_assistant14thsep.ipynb		weather_assistant14thsep.ipynb
weather_assistant24thmay.ipynb		weather_assistant24thmay.ipynb
weavite_Vector_embedding23_jan.ipynb		weavite_Vector_embedding23_jan.ipynb
weavite_Vector_embedding29mar.ipynb		weavite_Vector_embedding29mar.ipynb
xtracting_restaurant_information_from_journal_entries.ipynb		xtracting_restaurant_information_from_journal_entries.ipynb
your_firstRAG.ipynb		your_firstRAG.ipynb

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