FAQ-based Question Answering System
dialogue question-answering faq dialogue-systems semantic-matching faqbot qa-system faq-question-answering-system faq-system
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Nov 28, 2020 - C++
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qa-system
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基于知识图谱的电影知识问答系统。
python flask typescript preact eslint neo4j scikit-learn prettier knowledge-graph coursework jieba uestc pnpm tailwindcss vite qa-system
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May 2, 2024 - Python
Dataset Resplitting for Generalization in KGQA. See also https://github.com/semantic-systems/KGQA-datasets
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Jun 29, 2022 - Python
Q&A System using BERT and Faiss Vector Database
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May 21, 2024 - Python
RagE (RAG Engine) - A tool supporting the construction and training of components of the Retrieval-Augmented-Generation (RAG) model. It also facilitates the rapid development of Q&A systems and chatbots following the RAG model.
nlp ranker embedding chatbot-framework vietnamese-nlp rag qa-system llm retrieval-augmented-generation
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Nov 1, 2024 - Python
A modern and lightweight NLP interface for Question-Answering systems and more. Fork this project to showcase your Python models with elegant web applications in no time!
nlp data-science natural-language-processing transformers web-application question-answering python-gui qa-system
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Oct 25, 2021 - HTML
Knowledge-Based Question Answering --TF2 Version
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May 26, 2020 - Jupyter Notebook
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Jul 5, 2019 - Python
In this academic project, I have compared the performance of different NLP approaches for Question-Answering system using varied levels (easy, medium, hard) of FAQs.
question-answering bag-of-words tf-idf cosine-similarity word2vec-model nlp-machine-learning glove-embeddings qa-system bert-model
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Aug 19, 2021 - Jupyter Notebook
Project repository for the development of a Question-Answering (QA) information retrieval system fine-tuned on customer queries.
python nlp data-science machine-learning natural-language-processing deep-learning transformers pytorch question-answering bayesian-optimization sentence-embeddings fine-tuning qa-system huggingface-transformers hugging-face information-retrieval-system llm langchain
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Jun 18, 2024 - Jupyter Notebook
We built a Question Answer System using BERT. Based on our benchmark dataset that we designed for a specific task, we evaluated it at 40% accuracy over a particular dataset.
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Aug 6, 2022 - Python
A RAG-based retrieval system for air pollution topics using LangChain and ChromaDB.
react chatbot air-pollution gemma rag qa-system fastapi langchain langchain-python chromadb retrieval-augmented-generation ollama qwen gemma3 retrieval-augmented-generation-rag
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Jun 21, 2025 - Python
Full-stack referral and Q&A system built for events, featuring intelligent agents for automated question-answering and a comprehensive ranking system for referrals
react redis real-time typescript ai postgresql fullstack drizzle fastify ai-agents nlw referral-system ranking-system tailwindcss rocketseat qa-system
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Jul 12, 2025 - TypeScript
This project implements a Retrieval Augmented Generation (RAG) Pipeline for PDF documents. It extracts information, generates embeddings, and uses LLMs to provide intelligent responses via an interactive Streamlit UI. Ideal for building Q&A systems on custom knowledge bases
nlp pdf ai embeddings gemini pypdf2 rag qa-system llm langchain retrieval-augmented-generation ollama rag-pipeline
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Sep 25, 2025 - Python
QueryVault is a robust RAG system for structured Q&A data. It ingests JSON files, embeds content via ChromaDB, and serves context-aware answers using FastAPI and Google Gemini. With a modular design and CLI tools, it's built for scalable, secure AI-powered knowledge retrieval.
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Jul 14, 2025 - Python
Web-Based Q&A Tool enables users to extract and query website content using FastAPI, FAISS, and a local TinyLlama-1.1B model—without external APIs. Built with React, it offers a minimal UI for seamless AI-driven search
qa machine-learning natural-language-processing ai embeddings llama react-js webscraping faiss qa-system fastapi llm self-hosted-ai tiny-llama
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Mar 20, 2025 - Python
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