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Haystack ⭐ 12,474

🔍 LLM 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.

Deeppavlov ⭐ 6,529

An open source library for deep learning end-to-end dialog systems and chatbots.

Vault Ai ⭐ 2,990

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.

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Neuronblocks ⭐ 1,441

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Yousan.ai ⭐ 1,289

Awesome resources of yousan.ai(closely related to deep learning).

Langroid ⭐ 988

Harness LLMs with Multi-Agent Programming

Questgen.ai ⭐ 808

Question generation using state-of-the-art Natural Language Processing algorithms

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Rag Demystified ⭐ 610

An LLM-powered advanced RAG pipeline built from scratch

Llmflows ⭐ 565

LLMFlows - Simple, Explicit and Transparent LLM Apps

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Arxivchatguru ⭐ 446

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

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Question Generation ⭐ 305

Generating multiple choice questions from text using Machine Learning.

Tableqa ⭐ 254

AI Tool for querying natural language on tabular data.

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Question Answering annotation platform - Plateforme d'annotation

Summarizepaper ⭐ 38

An AI-powered arXiv paper summarization website with a virtual assistant for answering questions.

WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000+ "why" question-answer-rationale triplets.

Asknownqs ⭐ 31

A question answering system for RDF knowledge graphs.

Stargraph ⭐ 29

StarGraph (aka *graph) is a graph database to query large Knowledge Graphs. Playing with Knowledge Graphs can be useful if you are developing AI applications or doing data analysis over complex domains.

Squadgym ⭐ 26

Environment that can be used to evaluate reasoning capabilities of artificial agents

Sciqa Arcade198 Dataset ⭐ 14

ARCADE198 Dataset from the ACL 2018 MRQA Workshop

🔮 Answering multiple choice questions with Language Models.

Indobert Qa ⭐ 12

indoBERT Base-Uncased fine-tuned on Translated Squad v2.0

Distilled Retriever Pytorch ⭐ 11

Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"

Msaic_2018 ⭐ 10

My solution to Microsoft AI Challenge 2018

预训练模型知识量度量竞赛 Baseline F1 0.35 BERTForMaskedLM

Vn Law Advisor ⭐ 8

Ứng dụng hỗ trợ tra cứu, hỏi đáp tri thức pháp luật dựa trên Bộ pháp điển và CSDL văn bản QPPL Việt Nam.

Nanduan.github.io ⭐ 8

Readingcomprehension ⭐ 7

Bi-Directional Attention Flow for Machine Comprehensions

Visual Question Answering System

Awesome Kbqa ⭐ 6

🤡 An up-to-date & curated list of awesome KBQA papers, methods & resources.

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