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 23 question answering systems frameworks tracked. 2 score above 50 (established tier). The highest-rated is Pinafore/qb at 54/100 with 172 stars.

Get all 23 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	Pinafore/qb QANTA Quiz Bowl AI	54	Established	172	Python
2	KristiyanVachev/Question-Generation Generating multiple choice questions from text using Machine Learning.	50	Established	493	Jupyter Notebook
3	wuba/qa_match A simple effective ToolKit for short text matching	49	Emerging	329	Python
4	PolyAI-LDN/conversational-datasets Large datasets for conversational AI	47	Emerging	1,387	Python
5	mcQA-suite/mcQA 🔮 Answering multiple choice questions with Language Models.	44	Emerging	34	Python
6	dapurv5/awesome-question-answering Resources, datasets, papers on Question Answering	43	Emerging	687	—
7	Saadmairaj/boolean-question Boolean question-answer prediction with AI	40	Emerging	3	Python
8	cvdigitalai/katecheo Modular, multi-topic question answering on top of Kubernetes	38	Emerging	20	Python
9	Kohimax/qna-api https://kohinoor-soubam.medium.com/	29	Experimental	14	Python
10	monk1337/Awesome-Question-Answering Awesome Question Answering	27	Experimental	29	—
11	pradeepdev-1995/Question-answering-python Question answering (QA) is a computer science discipline within the fields...	27	Experimental	8	Jupyter Notebook
12	yuhui-zh15/AutoConverter Official implementation of "Automated Generation of Challenging...	23	Experimental	40	Python
13	rogue-agent1/markov_chain Markov chain text generator	22	Experimental	—	Python
14	antoninichiq/QADatasetBuilder Efficiently Transform PDFs and Wikipedia Pages into a Questions & Answers...	21	Experimental	9	Python
15	AAIR-lab/AIA-AAAI21 Code for Asking the Right Questions: Learning Interpretable Action Models...	18	Experimental	2	Python
16	rahmanidashti/ACQSurvey [Official] A Survey on Asking Clarification Questions Datasets in...	14	Experimental	16	Jupyter Notebook
17	Divyanshusinghrajawat/Intelligent-excuse-generator AI-powered NLP system for context-aware excuse generation with ML...	14	Experimental	—	Python
18	abatilo/multiple-choice-ai Service that will answer multiple choice questions using word vectors	13	Experimental	2	Java
19	Syed-anwaar/PDF-QA-System PDF Question Answering system build with Python and Streamlit,leveraging...	13	Experimental	—	Jupyter Notebook
20	DevFhd/EnhancedLLMWithQuestionClassifier module system for question classification and answer enhancement using the...	13	Experimental	—	Python
21	nbtin/qa_web_demo A web app for both Text-based and Visual Question Answering.	13	Experimental	13	Python
22	SultokTheF/QazQA This is the result of my scientific work on the creation of a...	12	Experimental	5	JavaScript
23	ngsilverman/nli Turn your thoughts into shell commands with ease using this user-friendly...	10	Experimental	2	Python

Comparisons in this category

awesome-question-answering and Awesome-Question-Answering (43 vs 27)