question-answering

There are 76 repositories under question-answering topic.

haystack
deepset-ai / haystack
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
nlp question-answering pytorch semantic-search information-retrieval summarization transformers machine-learning ai python large-language-models generative-ai llm rag retrieval-augmented-generation agents agent gemini gpt-4 orchestration
Language:Python 22502
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
nlp embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie document-intelligence compression llm distributed-training llama
Language:Python 12762
brightmart / nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
chinese-dataset chinese-corpus pretrain word2vec nlp bert language-model wiki news question-answering chinese corpus chinese-nlp dataset text-classification
9776
SciPhi-AI / R2R
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
artificial-intelligence large-language-models python question-answering rag retrieval-augmented-generation retrieval-systems search
Language:Python 7286
deeppavlov / DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
bot nlp chatbot dialogue-systems question-answering chitchat slot-filling intent-classification entity-extraction named-entity-recognition tensorflow deep-learning deep-neural-networks intent-detection dialogue-agents dialogue-manager artificial-intelligence ai nlp-machine-learning machine-learning
Language:Python 6930
simpletransformers
ThilinaRajapakse / simpletransformers
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
conversational-ai information-retrival named-entity-recognition question-answering text-classification transformers
Language:Python 4169
qq547276542 / Agriculture_KnowledgeGraph
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
knowledge-graph named-entity-recognition question-answering relation-extraction
Language:Python 4139
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers tensorflow language-detection machine-translation text-classification llm question-answering llamacpp onnx
Language:Scala 4042
SylphAI-Inc / AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
agent framework llm rag generative-ai machine-learning nlp python retriever ai chatbot information-retrieval question-answering summarization bm25 faiss reranker optimizer trainer auto-prompting
Language:Python 3701
vault-ai
pashpashpash / vault-ai
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
chatgpt go golang knowledge-base long-term-memory machine-learning openai pdf-support pinecone question-answering react reactjs vector-search ai artificial-intelligence generative openai-api qdrant-vector-database
Language:JavaScript 3381
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
deep-learning nlp transformer bert rust-lang rust machine-learning ner sentiment-analysis question-answering language-generation gpt-2 roberta gpt bart electra translation
Language:Rust 2944
baidu / AnyQ
FAQ-based Question Answering System
dialogue dialogue-systems faq faq-question-answering-system faq-system faqbot qa-system question-answering semantic-matching
Language:C++ 2595
alan-sdk-web
alan-ai / alan-sdk-web
The Self-Coding System for Your App — Alan AI SDK for Web
voice-ai conversational-ai machine-learning ai-chat generative-ai ai ai-assistant ai-chat-bot custom-dataset enterprise explainable-ai large-language-models llms low-code nlp productivity question-answering text-ai voice-ai-platform workflow
2419
milvus-io / bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
milvus unstructured-data image-search audio-search question-answering deep-learning nlp image-classification image-recognition python embeddings llm rag semantic-search vector-database
Language:Jupyter Notebook 2245
spago
nlpodyssey / spago
Self-contained Machine Learning and Natural Language Processing library in Go
deep-learning machine-learning natural-language-processing neural-network computation-graph automatic-differentiation artificial-intelligence deeplearning transformer-architecture recurrent-networks lstm language-model question-answering bert bert-as-service nlp automatic-translation bart named-entities-recognition
Language:Go 1823
didi / ChineseNLP
Datasets, SOTA results of every fields of Chinese NLP
nlp chinese-nlp machine-translation chinese-word-segmentation entity-linking question-answering nlp-tasks
Language:HTML 1805
BDBC-KG-NLP / QA-Survey-CN
北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。
survey nlp question-answering kbqa cqa qa-survey vqa tqa qa
1776
shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1764
FARM
deepset-ai / FARM
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
language-models bert nlp deep-learning transfer-learning pytorch nlp-library nlp-framework xlnet-pytorch ner question-answering pretrained-models roberta germanbert
Language:Python 1753
fastRAG
IntelLabs / fastRAG
Efficient Retrieval Augmentation and Generation Framework
nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph multi-modal question-answering generative-ai llm
Language:Python 1666
allenai / bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
bidaf nlp question-answering squad tensorflow
Language:Python 1536
microsoft / NeuronBlocks
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
question-answering deep-learning pytorch natural-language-processing text-classification artificial-intelligence dnn qna text-matching knowledge-distillation model-compression sequence-labeling
Language:Python 1454
sindresorhus / amas
Awesome & Marvelous Amas
ama ask-me-anything question-answering meta ask list awesome awesome-list
1450
myhhub / KnowledgeGraph
knowledge graph知识图谱,从零开始构建知识图谱
knowledge-graph knowledge-management named-entity-recognition question-answering relation-extraction
Language:Python 1313
SimmerChan / KG-demo-for-movie
从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。
knowledge-graph question-answering
Language:Python 1303
rongweihe / CPPNotes
【C++ 面试 + C++ 学习指南】一份涵盖大部分 C++ 程序员所需要掌握的核心知识。
cpp pdf code guide interview interview-practice interview-questions question-answering questions-and-answers interview-preparation data-structures-and-algorithms linux
Language:C++ 1285
wudi / PHP-Interview-Best-Practices-in-China
📙 PHP 面试知识点汇总
php interview interview-questions mian-shi question-answering
1181
google-research / tapas
End-to-end neural table-text understanding models.
nlp-machine-learning question-answering table-parsing tensorflow
Language:Python 1169
model-zoo / shift-ctrl-f
🔎 Search the information available on a webpage using natural language instead of an exact string match.
tensorflow tensorflowjs bert question-answering chrome-extension natural-language unpacked-extension semantic-search
Language:JavaScript 1108
chatopera / insuranceqa-corpus-zh
:helicopter: 保险行业语料库，聊天机器人
corpus chatbot qasystem natural-language-processing natural-language-understanding machine-learning dataset question-answering insurance insuranceqa-corpus-zh
Language:Python 1043
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
attention-is-all-you-need bert-model document-classification fasttext language-model language-understanding nlp pre-training question-answering self-attention text-classification textcnn transfer-learning transformer-encoder
Language:Python 965
OpenBioLink / ThoughtSource
A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
dataset machine-learning natural-language-processing question-answering reasoning
Language:Jupyter Notebook 953
ramsrigouthamg / Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms
question-answering question-gen question-generation question-generator
Language:Python 927
brylevkirill / notes
Learn about Machine Learning and Artificial Intelligence
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph question-answering natural-language-processing information-retrieval recommender-systems
919
IndexFziQ / GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
graph-neural-network natural-language-processing graph-convolutional-networks question-answering paperlist knowledge-graph knowledge-representation knowledge-based-systems graph-attention-network heterogeneous-graphs paper-list
906
PlexPt / chatgpt-corpus
ChatGPT 中文语料库对话语料小说语料客服语料用于训练大模型
corpus awesome corpus-data question-answering
890