Langchain GEN AI Crash Course | LangChain Tutorial for Beginners | LangChain Components - Part-2

LangChain Components can be majorly divided into four part: 1) Prompt Template 2) LLM 3) Agent 4) Memory PromptTemplate: Prompt templates provide the basis for organizing input prompts to Language Models LLM: The central engines driving LangChain's capabilities are prominent Language Models like GPT-3 and BLOOM LLM: LangChain agents utilize LLMs for intelligent decision-making and executing specific actions. Memory: Particularly beneficial in chatbot applications, allowing the model to recall past conversations for more contextually relevant responses. LangChain, an open-source framework, empowers software developers in the field of artificial intelligence (AI) and its machine learning subset. It facilitates the integration of extensive language models with external components, enabling the creation of applications fueled by Large Language Models (LLMs). The objective of LangChain is to connect robust LLMs, such as OpenAI's GPT-3.5 and GPT-4, with a variety of external data sources. This connection aims to harness the capabilities of natural language processing (NLP) applications and unlock their benefits. GENERATIVE AI | LangChain, Problem with vanilla ChatGPT and how LangChain comes to the rescue. Visit Elfin Code for more detail: https://elfincode.com/index.php/python/ Timecodes 0:00 Introduction 0:55 Basic Architecture 1:14 General Overview of Inheritance in Python 1:16 Various Components of LangChain 1:33 First Component: Prompt Template 2:10 Example of PromptTemplate 3:10 Second Component: LLM 3:35 Third Component: Agent 4:45 Fourth Component: Memory 11:40 Various LLM Models Available 12:22 Exit Note 1] Object Oriented Programming in Python Course https://www.youtube.com/playlist?list=PLY6Q87jZ2FZ4FTLGl0pcguFi1_0nc82hq 2] Pandas Beginners Course https://www.youtube.com/watch?v=wVTsUmpPubQ&list=PLY6Q87jZ2FZ4mtjFTXF52L0AwnzhMs7As 3] Dictionary Datatype Beginners Course https://www.youtube.com/watch?v=MfwB5omo70w&list=PLY6Q87jZ2FZ68Q3YRSFmd9307vg4fhbks 4] List Datatype Course https://www.youtube.com/watch?v=MYxqYM6Bgw4&list=PLY6Q87jZ2FZ5REKCp7aAapjz9Y2V6KAvL 5] PySpark Course https://www.youtube.com/watch?v=Mw1GplMsAzY&list=PLY6Q87jZ2FZ4JoTwxBpAWqvOnbEETb9F1 6] Design Patterns Course https://www.youtube.com/watch?v=pHRq58HvRTc&list=PLY6Q87jZ2FZ4Uu-smu1bZQR77ih2XbVK3 #langchain #python #pythonforbeginners #elfincode #genai #generativeai #chatgpt #chatgpt4 #generativeai #genai #pythonforbeginners #pythonforeveryone #nlp #llm