Build a local ChatGPT Clone with memory using Llama 3.1

#aichatbot #ai #llm #artificialintelligence #meta #llama #chatgpt #openai #aitutorial
A ChatGPT-like assistant that runs entirely offline and recalls past conversations-an AI that learns from each chat and personalizes its responses, all without any internet dependency. Giving this kind of control to users is a powerful way to make AI both secure and adaptable for private use cases.
In this tutorial, we’ll build a local ChatGPT clone using Llama 3.1 8B with a memory feature, making it capable of recalling past conversations. All components, from the language model to memory and vector storage, will run on your local machine
Features
↳ Powered by Llama 3.1 8B via Ollama
↳ Personal memory space for each user
↳ Local embedding generation using Nomic Embed
↳ Vector storage with Qdrant
All components, including the language model, embeddings, and vector store, run locally without requiring external API keys.
What is Mem0.ai?
Mem0 is an opensource framework to enhance AI assistants and agents with an intelligent memory layer for personalized AI interactions. Mem0 remembers user preferences, adapts to individual needs, and continuously improves over time. It manages storing, retrieving, and managing contextual information, and is super simple to integrate in your workflows.
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The tutorial is on Unwind AI's website.
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#aichatbot #ai #llm #artificialintelligence #meta #llama #chatgpt #openai #aitutorial