├── .gitignore ├── AWS_Lambda_GPT_3.ipynb ├── AWS_Lex_boto3_Youtube.ipynb ├── Airtable + GPT-3 1f62ce98b82d4d3685214c55303bc08d.md ├── Amazon_Comprehend.ipynb ├── Amazon_Lex └── Part2.py ├── Amazon_Polly.ipynb ├── Amazon_Textract.ipynb ├── Anvil Work and ChatGPT API.ipynb ├── Anvil_External_DB.ipynb ├── Aspect_Based_Sentiment_Analysis.ipynb ├── ChatGPT_API_.ipynb ├── Chroma_DB_with_Langchain.ipynb ├── Deploy_Finetuned_BERT_Youtube.ipynb ├── FineTune_BERT_Model_Youtube.ipynb ├── Finetune Open AI GPT-4o ├── Fine_tuning_OpenAI_Models.ipynb ├── medical-records.csv └── validation-medical-records.csv ├── GPT-3 Review Replier ├── app.py ├── requirements.txt └── temp.py ├── GPT3.5 Finetuning ├── GPT_3_5_Finetuning_Tutorial.ipynb └── bank_support_train.csv ├── GPT_3_Embeddings_Youtube_.ipynb ├── GPT_4_Turbo_Vision.ipynb ├── Hosting_Chroma_DB_on_ec2_VM.ipynb ├── Invoice_Processing_with_Amazon_Textract_and_and_GPT_4.ipynb ├── LangChain_Expression_Language_(LCEL)_Tutorial.ipynb ├── LangGraph FastAPI Integration ├── Notion.md ├── RAG_AI_Agent_using_LangGraph.ipynb ├── README.md ├── api │ ├── .env │ ├── README.md │ ├── __init__.py │ ├── chroma_utils.py │ ├── db_utils.py │ ├── langchain_utils.py │ ├── langgraph_agent.py │ ├── main.py │ ├── nodes.py │ ├── pydantic_models.py │ ├── rag_app.db │ ├── requirements.txt │ ├── shared.py │ ├── tools.py │ └── utils.py ├── docs │ ├── Company_ GreenFields BioTech.docx │ ├── Company_ QuantumNext Systems.docx │ ├── Company_ TechWave Innovations.docx │ ├── GreenGrow Innovations_ Company History.docx │ └── GreenGrow's EcoHarvest System_ A Revolution in Farming.pdf └── rag agent flow minimal.png ├── Langchain Chatbot ├── Langchain_Pinecone_Indexing_.ipynb ├── main.py ├── requirements.txt └── utils.py ├── Langchain NL2SQL Chatbot └── app │ ├── .env │ ├── database_table_descriptions.csv │ ├── examples.py │ ├── langchain_utils.py │ ├── main.py │ ├── prompts.py │ └── table_details.py ├── Langchain RAG Course 2024 ├── .env ├── LangChain_Conversational_RAG_Crash_Course_From_Basics_to_Production_Part_1.ipynb ├── api │ ├── __init__.py │ ├── app.log │ ├── chroma_utils.py │ ├── db_utils.py │ ├── langchain_utils.py │ ├── main.py │ ├── pydantic_models.py │ └── requirements.txt ├── app │ ├── api_utils.py │ ├── chat_interface.py │ ├── sidebar.py │ └── streamlit_app.py └── docs │ ├── Company_ GreenFields BioTech.docx │ ├── Company_ QuantumNext Systems.docx │ ├── Company_ TechWave Innovations.docx │ ├── GreenGrow Innovations_ Company History.docx │ └── GreenGrow's EcoHarvest System_ A Revolution in Farming.pdf ├── Langchain_Agents_SQL_Database_Agent.ipynb ├── Langchain_NL2SQL_2024.ipynb ├── Langchain_Semnatic_Serach_Pinecone.ipynb ├── LlamaIndex_Tutorial.ipynb ├── OpenAI Swarm Tutorial ├── OpenAI_Swarm_Tutorial.ipynb ├── docs │ ├── Company_ GreenFields BioTech.docx │ ├── Company_ QuantumNext Systems.docx │ ├── Company_ TechWave Innovations.docx │ ├── GreenGrow Innovations_ Company History.docx │ └── GreenGrow's EcoHarvest System_ A Revolution in Farming.pdf └── open ai swarm agent.png ├── OpenAI_Assistant_Tutorial.ipynb ├── OpenAI_Function_Calling_Tutorial_Assistents_API_ipynb.ipynb ├── OpenAI_Speech_to_Text_and_Text_to_Speech_Tutorial.ipynb ├── Promptify_GPT_3.ipynb ├── Proxycurl_API.ipynb ├── Push_Spacy_Model_to_HuggingFace_Youtube.ipynb ├── Python_MySQL.ipynb ├── RAG_AI_Agent_using_LangGraph.ipynb ├── Semantic_Search_+_GPT_3_.ipynb ├── Spacy_Custom_NER_Youtube.ipynb ├── Vanilla RAG ├── Building_Conversational_RAG_with_OpenAI_and_Chroma_DB_No_LangChain_or_LlamaIndex_Required!.ipynb ├── docs │ ├── Company_ GreenFields BioTech.docx │ ├── Company_ QuantumNext Systems.docx │ ├── Company_ TechWave Innovations.docx │ ├── GreenGrow Innovations_ Company History.docx │ └── GreenGrow's EcoHarvest System_ A Revolution in Farming.pdf └── rag flowchart new.png ├── Vector_Database_Pinecone_.ipynb ├── Yotutube_WordVectors.ipynb ├── Youtube_Airtable_Rest_Python_API.ipynb ├── Youtube_Course_Sentence_Transformers.ipynb ├── Youtube_GPT_3_Finetuning.ipynb ├── Youtube_Huggingface_Inference_API.ipynb ├── Youtube_Huggingface_Transformers.ipynb ├── Youtube_Huggingface_Transformers_in_Pytorch.ipynb ├── Youtube_NL2SQL_llama_Index.ipynb ├── Youtube_NLP_Text_Representaion.ipynb ├── Youtube_Text_Classification_using_sentence_embedding_.ipynb ├── Youtube_Zero_Shot_Learning.ipynb ├── bert_fastapi ├── main.py └── requirements.txt ├── chatGPT-streamlit ├── .env ├── chatbot.py ├── requirements.tx └── utils.py ├── chroma_db ├── Chroma_DB_Tutorial.ipynb └── pets │ ├── Different Types of Pet Animals.txt │ ├── Health Care for Pets.txt │ ├── Nutrition Needs of Pet Animals.txt │ ├── The Emotional Bond Between Humans and Pets.txt │ └── Training and Behaviour of Pets.txt ├── fastapi_openai └── app │ ├── deploy.txt │ ├── main.py │ ├── request.py │ ├── requirements.txt │ └── utils.py ├── pipeline.joblib ├── semantic_serach_streamlit ├── .gitignore ├── main.py ├── qa.py ├── 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