Este projeto permite realizar perguntas em linguagem natural sobre o conteúdo de arquivos PDF. Utiliza a abordagem RAG (Retrieval-Augmented Generation)
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Jul 27, 2025 - Python
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faiss-cpu
Here are 62 public repositories matching this topic...
It allows users to upload PDFs and ask questions about the content within these documents.
python pdf embeddings similarity-search gemini-api faiss streamlit chat-with-pdf faiss-vector-database gemini-15-pro gemini-15 gemini-15-flash faiss-cpu
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May 16, 2024 - Python
CICD Answering-Question Chatbot for RAG (Retrieval-Augmented Generation) using Streamlit
nlp nlp-apis rag cicd-promote-to-production huggingface streamlit llm llamacpp answering-questions faiss-cpu
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Sep 7, 2024 - Python
🧠 Multimodal Retrieval-Augmented Generation that "weaves" together text and images seamlessly. 🪡
python machine-learning deep-learning transformers pytorch embeddings transformer openai clip whisper data-annotation fine-tuning multimodal faiss huggingface langchain retrieval-augmented-generation multimodal-rag faiss-cpu multimodal-retrieval-augmented-generation
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Mar 29, 2025 - Python
Creating basic microservices project structure for basic RAG chatbot
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May 4, 2025 - Python
RAG-based chatbot for financial report analysis using LangChain, FAISS, and Groq LLM.
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Mar 7, 2026 - Python
AI-Powered Document Q&A Bot Stack: Python, LangChain, OpenAI, FAISS, Streamlit, FastAPI Highlights: Upload PDF → Chunk → Vectorize → Search → Answer using GPT Shows LLM, vector DB, chatbot flow Production-quality backend with LangChain and caching
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May 15, 2025 - Python
A web app that converts audio to text and enhances transcription with Retrieval-Augmented Generation (RAG). Upload audio, get accurate transcriptions with contextual enrichment using external knowledge sources
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Apr 23, 2025 - Python
This is a reasoning AI chatbot that uses Deepseek R1
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Mar 3, 2025 - Python
Multi Document RAG Application
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Dec 17, 2025 - Python
A lightweight image search engine that lets you upload a dataset and find similar images using either text queries or image queries, powered by CLIP embeddings, FAISS vector search, FastAPI, and a Streamlit UI.
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Nov 17, 2025 - Python
Survey & Experimental Analysis of Maximum Inner Product Search (MIPS) Methods
mips approximate-nearest-neighbor-search survey-experiments vector-search hnswlib vector-database innerproduct faiss-cpu
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Dec 25, 2025 - Python
Successfully developed a Healthcare AI Clinical Decision Support System, leveraging LangGraph, GPT-4o-mini, and PubMed to deliver real-time patient risk stratification, evidence-based treatment recommendations, and personalized clinical road maps with integrated drug safety validations.
pubmed-parser vector-database openfda-api streamlit-webapp pydantic-models prompt-engineering langchain retrieval-augmented-generation langgraph langchain-openai corrective-rag faiss-cpu agentic-workflow agentic-ai pydantic-validation langchain-community langgraph-tools tavily-search langchain-core langchain-text-splitters
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Feb 12, 2026 - Python
It is an ML_Chatbot that explains concepts and terminologies using open-source tools. Used Hugging Face for embeddings, FAISS CPU for vector storage, and Mistral with streamlit for a conversational interface.
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Mar 29, 2025 - Python
A high-performance image deduplication pipeline using ResNet50 features, FAISS vector search, and Graph Clustering. Optimized for 100k+ datasets on Apple Silicon & CUDA.
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Nov 28, 2025 - Python
Research Mate is a end to end LLM model using langchain, designed to assist researchers, students, and professionals in efficiently processing and extracting insights from research articles and online content. Users can input multiple research URLs, which the app processes and converts into useful information.
nlp openai pickle libmagic huggingface streamlit sentence-transformers llm langchain tiktoken groq-api faiss-cpu
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Apr 11, 2025 - Python
Metallum/Metal-Archives scrapers, datasets, analysis and recommendations website
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Sep 25, 2025 - Python
FAQ_Chatbot is a Bangla‑language FAQ chatbot powered by a Retrieval‑Augmented Generation (RAG) pipeline. It combines semantic‑search over a curated FAQ knowledge base with large‑language‑model inference to provide contextual, human‑like answers to user queries
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Oct 12, 2025 - Python
GenAI-Powered Document Assistant: Architected a conversational AI assistant using LangChain to answer natural language questions from a 500+ page knowledge base. Implemented a RAG pipeline with a FAISS vector DB and a cross-encoder re-ranker, improving answer relevance by 18% over standard vector-search baseline
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Sep 1, 2025 - Python
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