Memory Management for Chatbots using Langchain | OpenAI | Gradio

TheAILearner · Beginner ·🧠 Large Language Models ·2y ago
Skills: Prompt Craft53%

About this lesson

In this video tutorial, I will guide you through the process of efficiently managing memory for chatbots using Langchain in Python. We will implement it for custom agent. We'll cover each step in detail, from importing the OpenAI LLM to showcasing the final product in a Gradio UI. By the end of this tutorial, you'll have a solid understanding of how to manage chatbot memory effectively, ensuring a seamless and engaging user experience. Steps Covered: 1. Import OpenAI LLM 2. Bind LLM with Tool 3. Create a Prompt Template with Chat History 4. Create a Custom Agent 5. Implement Automated History Management with Multiple Sessions 6. Showcase in Gradio UI 7. Implement Persistent Memory Management Code Link - https://github.com/TheAILearner/Langchain-Agents/blob/main/Memory%20Management%20in%20Chatbots.ipynb #chatbot #memorymanagement #langchain #python #openai #llm #ai #machinelearning #gradio #customagent #agent #persistentmemory #aichatbot #techtutorial #coding #programming #artificialintelligence #langchaintutorial

Original Description

In this video tutorial, I will guide you through the process of efficiently managing memory for chatbots using Langchain in Python. We will implement it for custom agent. We'll cover each step in detail, from importing the OpenAI LLM to showcasing the final product in a Gradio UI. By the end of this tutorial, you'll have a solid understanding of how to manage chatbot memory effectively, ensuring a seamless and engaging user experience. Steps Covered: 1. Import OpenAI LLM 2. Bind LLM with Tool 3. Create a Prompt Template with Chat History 4. Create a Custom Agent 5. Implement Automated History Management with Multiple Sessions 6. Showcase in Gradio UI 7. Implement Persistent Memory Management Code Link - https://github.com/TheAILearner/Langchain-Agents/blob/main/Memory%20Management%20in%20Chatbots.ipynb #chatbot #memorymanagement #langchain #python #openai #llm #ai #machinelearning #gradio #customagent #agent #persistentmemory #aichatbot #techtutorial #coding #programming #artificialintelligence #langchaintutorial
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