Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Projects in Awesome Lists tagged with question-answering

A curated list of projects in awesome lists tagged with question-answering .

https://github.com/deepset-ai/haystack

:mag: 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.

ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models llm machine-learning nlp python pytorch question-answering rag retrieval-augmented-generation semantic-search squad summarization transformers

Last synced: 30 Dec 2024

https://github.com/paddlepaddle/paddlenlp

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 30 Dec 2024

https://github.com/PaddlePaddle/PaddleNLP

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 27 Oct 2024

https://github.com/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

Last synced: 06 Nov 2024

https://github.com/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

Last synced: 31 Dec 2024

https://github.com/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

Last synced: 31 Oct 2024

https://github.com/sciphi-ai/r2r

The all-in-one solution for RAG. Build, scale, and deploy state of the art Retrieval-Augmented Generation applications

artificial-intelligence large-language-models python question-answering rag retrieval-augmented-generation retrieval-systems search

Last synced: 31 Dec 2024

https://github.com/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.

ai artificial-intelligence chatgpt generative go golang knowledge-base long-term-memory machine-learning openai openai-api pdf-support pinecone qdrant-vector-database question-answering react reactjs vector-search

Last synced: 03 Jan 2025

https://github.com/guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 30 Dec 2024

https://github.com/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.

audio-search benchmark-testing deep-learning hacktoberfest image-classification image-recognition image-search milvus nlp python question-answering unstructured-data

Last synced: 01 Jan 2025

https://github.com/deepset-ai/farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 02 Jan 2025

https://github.com/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。

cqa kbqa nlp qa qa-survey question-answering survey tqa vqa

Last synced: 02 Dec 2024

https://github.com/deepset-ai/FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

bert deep-learning germanbert language-models ner nlp nlp-framework nlp-library pretrained-models pytorch question-answering roberta transfer-learning xlnet-pytorch

Last synced: 04 Nov 2024

https://github.com/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。

cqa kbqa nlp qa qa-survey question-answering survey tqa vqa

Last synced: 11 Nov 2024

https://github.com/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

Last synced: 04 Jan 2025

https://github.com/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

Last synced: 29 Dec 2024

https://github.com/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

Last synced: 30 Oct 2024

https://github.com/google-research/tapas

End-to-end neural table-text understanding models.

nlp-machine-learning question-answering table-parsing tensorflow

Last synced: 02 Jan 2025

https://github.com/model-zoo/shift-ctrl-f

🔎 Search the information available on a webpage using natural language instead of an exact string match.

bert chrome-extension natural-language question-answering semantic-search tensorflow tensorflowjs unpacked-extension

Last synced: 26 Sep 2024

https://github.com/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

Last synced: 31 Oct 2024

https://github.com/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

awesome corpus corpus-data question-answering

Last synced: 16 Nov 2024

https://github.com/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

awesome corpus corpus-data question-answering

Last synced: 13 Oct 2024

https://github.com/paddlepaddle/rocketqa

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

dense-retrieval information-retrieval nlp question-answering

Last synced: 04 Jan 2025

https://github.com/pchunduri6/rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

ai chatgpt gpt llm question-answering rag retrieval-augmented-generation vector-database

Last synced: 29 Oct 2024

https://github.com/PaddlePaddle/RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

dense-retrieval information-retrieval nlp question-answering

Last synced: 11 Nov 2024

https://github.com/seriousmac/awesome-qa

😎 A curated list of the Question Answering (QA)

awesome awesome-list bert deepqa machine-comprehension nlp question-answering squad watson

Last synced: 23 Nov 2024

https://github.com/decalogue/chat

基于自然语言理解与机器学习的聊天机器人,支持多用户并发及自定义多轮对话

algorithm chat chatbot context database graph kb machine-learning natural-language-processing natural-language-understanding neo4j nlp nlu python python3 qa question-answering sentence-similarity

Last synced: 03 Jan 2025

https://github.com/michiyasunaga/qagnn

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

biomedical-applications commonsense-reasoning graph-neural-networks knowledge-graph language-model question-answering

Last synced: 04 Jan 2025

https://github.com/vinhkhuc/MemN2N-babi-python

End-To-End Memory Networks for bAbI question-answering tasks

machine-learning python question-answering

Last synced: 27 Nov 2024

https://github.com/ankane/informers

Fast transformer inference for Ruby

named-entity-recognition question-answering sentiment-analysis

Last synced: 02 Jan 2025

https://github.com/redis-developer/arxivchatguru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 04 Jan 2025

https://github.com/ukairia777/tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM과 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

bert bert-ner dpo huggingface keras-tutorial llama llm lora named-entity-recognition natural-language-processing nlp nlp-tutorial question-answering sft tensorflow trainer transformers

Last synced: 09 Nov 2024

https://github.com/redis-developer/ArxivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 25 Nov 2024

https://github.com/redis-developer/ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ai arxiv langchain machine-learning openai python question-answering rag redis retrieval retrieval-augmented-generation streamlit vector-database vector-search

Last synced: 07 Nov 2024

https://github.com/intellabs/rag-fit

Framework for enhancing LLMs for RAG tasks using fine-tuning.

evaluation fine-tuning information-retrieval llm nlp question-answering rag semantic-search

Last synced: 04 Jan 2025

https://github.com/fhamborg/Giveme5W1H

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

5w 5w1h answering event-detection event-extraction fivew fivewoneh news news-articles nlp nlp-library question question-answering text-analysis

Last synced: 28 Oct 2024

https://github.com/fhamborg/giveme5w1h

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

5w 5w1h answering event-detection event-extraction fivew fivewoneh news news-articles nlp nlp-library question question-answering text-analysis

Last synced: 15 Nov 2024

https://github.com/stanfordnlp/mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

attention clevr compositional-attention-networks machine-reasoning question-answering tensorflow vqa

Last synced: 29 Dec 2024

https://github.com/salesforce/dialogstudio

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

conversational-ai dataset dialog instruction-tuning language-model natural-language-generation natural-language-understanding open-domain-dialog open-source question-answering

Last synced: 05 Jan 2025

https://github.com/salesforce/DialogStudio

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI

conversational-ai dataset dialog instruction-tuning language-model natural-language-generation natural-language-understanding open-domain-dialog open-source question-answering

Last synced: 16 Nov 2024

https://github.com/huggingface/node-question-answering

Fast and production-ready question answering in Node.js

bert nlp nodejs question-answering tensorflow transformers typescript

Last synced: 03 Jan 2025

https://github.com/thudm/cogqa

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

bert graph-neural-networks question-answering

Last synced: 29 Dec 2024

https://github.com/THUDM/CogQA

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

bert graph-neural-networks question-answering

Last synced: 16 Nov 2024

https://github.com/michiyasunaga/linkbert

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

biomedical-applications graph-machine-learning knowledge language-model pretrained-models pretraining question-answering transformer

Last synced: 30 Dec 2024

https://github.com/ymcui/cmrc2018

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

bert natural-language-processing question-answering reading-comprehension

Last synced: 30 Dec 2024

https://github.com/chancefocus/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 27 Nov 2024

https://github.com/chancefocus/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 13 Dec 2024

https://github.com/The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 24 Oct 2024

https://github.com/the-finai/pixiu

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 09 Nov 2024

https://github.com/microsoft/rat-sql

A relation-aware semantic parsing model from English to SQL

dbqa nl2sql nlp program-synthesis question-answering semantic-parsing transformers

Last synced: 04 Jan 2025

https://github.com/Microsoft/rat-sql

A relation-aware semantic parsing model from English to SQL

dbqa nl2sql nlp program-synthesis question-answering semantic-parsing transformers

Last synced: 10 Dec 2024

https://github.com/texttron/tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

dense-retrieval dpr flax information-retrieval jax pytorch question-answering transformer

Last synced: 11 Nov 2024

https://github.com/momegas/megabots

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

chatbot faiss fastapi gpt-35-turbo gpt-4 information-retrieval langchain llama natural-language-processing nlp pinecone prompt-engineering python question-answering s3

Last synced: 04 Jan 2025

https://github.com/deepset-ai/covid-qa

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

api corona covid-19 covid-data faq nlp question-answering search

Last synced: 30 Dec 2024

https://github.com/shibing624/dialogbot

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人,基于问答型对话、任务型对话、聊天型对话等模型实现,支持网络检索问答,领域知识问答,任务引导问答,闲聊问答,开箱即用。

chatbot deep-learning dialog dialogbot nlp qa question-answering

Last synced: 01 Jan 2025

https://github.com/michiyasunaga/dragon

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

graph-neural-networks knowledge-graph language-model pretraining question-answering reasoning transformer

Last synced: 31 Dec 2024

https://github.com/felladrin/minisearch

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space

ai ai-search-engine artificial-intelligence generative-ai gpu-accelerated information-retrieval llm llm-inference metasearch metasearch-engine perplexity perplexity-ai question-answering rag retrieval-augmented-generation searxng web-llm web-search webapp wllama

Last synced: 31 Dec 2024

https://github.com/asahi417/lm-question-generation

Multilingual/multidomain question generation datasets, models, and python library for question generation.

bart nlp pytorch question-answering question-generation t5

Last synced: 04 Nov 2024

https://github.com/brightmart/nlu_sim

all kinds of baseline models for sentence similarity 句子对语义相似度模型

atec nlu qa question-answering questions-and-answers semantic-similarity sentence-similarity similarity-measurement word2vec

Last synced: 01 Jan 2025