Build and Run a Medical Chatbot using Llama 2 on CPU Machine: All Open Source

AI Anytime

In this tutorial video, Ill show you how to build a sophisticated Medical Chatbot using powerful open-source technologies. Learn how to use Sentence Transformers for embeddings, Faiss CPU for vector storage, and integrate Llama 2, a large language model, using the Chainlit library for a conversational interface. Follow along, as we guide you step-by-step to create an intelligent and efficient Medical Chatbot, all while using freely accessible tools. No prior experience required – dive into the world of conversational AI and healthcare innovation today! 🤖💬

Llama 2 Model (Quantized one by the Bloke): https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q8_0.bin
Llama 2 HF Model (Original One): https://huggingface.co/meta-llama
Chainlit docs: https://github.com/Chainlit/chainlit
Faiss GitHub: https://github.com/facebookresearch/faiss
AI Anytime: https://github.com/AIAnytime
Langchain Docs: https://python.langchain.com/docs/get_started/introduction.html
Sentence Transformers Hugging Face: https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2
CTransformers GitHub: https://github.com/marella/ctransformers
LLM Playlist: https://www.youtube.com/playlist?list=PLrLEqwuz-mRIdlmvhddd7nGiNh8exqsBG
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#ai #generativeai #llama