maxpaynestory/LlaMA2-LLM-Generative-AI-NLP-resume-writer
This is a Generative AI bot fine tuned to become a Professional resume writer. It used Meta's LlaMA 2 LLM with langchain. System Prompt has been changed in order to change profile of AI.
Implements resume optimization by comparing user resumes against job descriptions, leveraging LangChain to orchestrate LLaMA 2 7B (quantized GGUF format) for CPU-based inference without GPU requirements. The architecture uses a FastAPI backend serving a web frontend, with the model loaded locally to enable private processing. Customizable system prompts allow retuning the AI's writing style and expertise profile for different resume-writing approaches.
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Jan 06, 2024
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