Question Answering Systems ML Frameworks

End-to-end QA platforms and systems that retrieve or generate answers from text, knowledge graphs, or documents. Includes QA dataset annotation tools and educational QA demos. Does NOT include general conversational chatbots, reading comprehension benchmarks, or text matching/similarity tools.

There are 26 question answering systems frameworks tracked. The highest-rated is Pinafore/qb at 47/100 with 172 stars.

Get all 26 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	Pinafore/qb QANTA Quiz Bowl AI	47	Emerging	172	Python
2	KristiyanVachev/Question-Generation Generating multiple choice questions from text using Machine Learning.	43	Emerging	493	Jupyter Notebook
3	wuba/qa_match A simple effective ToolKit for short text matching	42	Emerging	329	Python
4	PolyAI-LDN/conversational-datasets Large datasets for conversational AI	40	Emerging	1,387	Python
5	mcQA-suite/mcQA 🔮 Answering multiple choice questions with Language Models.	40	Emerging	34	Python
6	Saadmairaj/boolean-question Boolean question-answer prediction with AI	37	Emerging	3	Python
7	dapurv5/awesome-question-answering Resources, datasets, papers on Question Answering	36	Emerging	687	—
8	bretttolbert/verbecc-web Une interface web pour verbecc-svc \| Web front-end for verbecc-svc	32	Emerging	7	JavaScript
9	cvdigitalai/katecheo Modular, multi-topic question answering on top of Kubernetes	31	Emerging	20	Python
10	jcassady/groq-qa-generator Groq QA is a CLI tool and Python library for generating question-answer...	27	Experimental	6	Python
11	braytonstafford/wordai NodeJS WordAI API Library	25	Experimental	4	JavaScript
12	NCHU-NLP-Lab/querator 🙋🏻💬 Question Generation Demo Platform in Web Interface	25	Experimental	5	JavaScript
13	impyadav/QA-Annotator A flask based web app for Question-Answering (Natural Language Processing)...	24	Experimental	3	HTML
14	Kohimax/qna-api https://kohinoor-soubam.medium.com/	22	Experimental	14	Python
15	rogue-agent1/markov_chain Markov chain text generator	22	Experimental	—	Python
16	Brionengine/Advanced-Natural-Language-Terminal The First Advanced Natural Programming Language Leon translates English text...	22	Experimental	3	Python
17	pradeepdev-1995/Question-answering-python Question answering (QA) is a computer science discipline within the fields...	20	Experimental	8	Jupyter Notebook
18	monk1337/Awesome-Question-Answering Awesome Question Answering	20	Experimental	29	—
19	yuhui-zh15/AutoConverter Official implementation of "Automated Generation of Challenging...	16	Experimental	40	Python
20	antoninichiq/QADatasetBuilder Efficiently Transform PDFs and Wikipedia Pages into a Questions & Answers...	14	Experimental	9	Python
21	Divyanshusinghrajawat/Intelligent-excuse-generator AI-powered NLP system for context-aware excuse generation with ML...	14	Experimental	—	Python
22	DevFhd/EnhancedLLMWithQuestionClassifier module system for question classification and answer enhancement using the...	11	Experimental	—	Python
23	Japkeerat/The-SQLish Natural Language Interface for Database Processing	11	Experimental	—	Java
24	AAIR-lab/AIA-AAAI21 Code for Asking the Right Questions: Learning Interpretable Action Models...	11	Experimental	2	Python
25	abatilo/multiple-choice-ai Service that will answer multiple choice questions using word vectors	11	Experimental	2	Java
26	Syed-anwaar/PDF-QA-System PDF Question Answering system build with Python and Streamlit,leveraging...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

awesome-question-answering and Awesome-Question-Answering (36 vs 20)