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aman167
AI & Data Science Enthusiast | Grad Student | Specializing in Machine Learning, NLP, RAG models and Computer Vision | Passionate for building intelligent system
Toronto
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AI Project
Public repos: 7Public gists: 0
PDF-analysis-tool-using-LLAMA
An intelligent PDF analysis tool that leverages LLMs (via Ollama) to enable natural language querying of PDF documents. Built with Python and LangChain, it processes PDFs, creates semantic embeddings, and generates contextual answers. Supports multiple LLM models for local deployment, making document analysis efficient and accessible.
star: 2fork: 0
language: Python
created at: 2024-10-25
updated at: 2025-02-08
Chat_with_PDFs-Huggingface-Streamlit-
A Retrieval-Augmented Generation (RAG) app for chatting with content from uploaded PDFs. Built using Streamlit (frontend), FAISS (vector store), Langchain (conversation chains), and local models for word embeddings. Hugging Face API powers the LLM, supporting natural language queries to retrieve relevant PDF information.
star: 1fork: 0
language: Python
created at: 2024-10-12
updated at: 2025-01-19