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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.

Llmware ⭐ 1,859

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

Knowledge Graphs ⭐ 1,610

A collection of research on knowledge graphs

Langroid ⭐ 988

Harness LLMs with Multi-Agent Programming

Awesome Neural Models For Semantic Match ⭐ 763

A curated list of papers dedicated to neural text (semantic) matching.

Rocketqa ⭐ 707

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

Fastrag ⭐ 591

Efficient Retrieval Augmentation and Generation Framework

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

Tevatron ⭐ 334

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

Cherche ⭐ 295

📑 Neural Search

Megabots ⭐ 281

🤖 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 🫵

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Flexneuart ⭐ 208

Flexible classic and NeurAl Retrieval Toolkit

Similarity Search Kit ⭐ 195

🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.

Dan Jurafsky Chris Manning Nlp ⭐ 155

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Bert Vietnamese Question Answering ⭐ 87

Vietnamese question answering system with BERT

Matchpapers ⭐ 68

Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Hugging Face Qa Bot ⭐ 37

Open source Hugging Face Question Answering Bot to aid users in developing and troubleshooting ML solutions.

Code Repo for "Differentiable Open-Ended Commonsense Reasoning" (NAACL 2021)

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

Covid19 Irqa ⭐ 25

Neural Search Pills ⭐ 18

Knowledge pills on Neural Search

Code for WWW2019 paper "A Hierarchical Attention Retrieval Model for Healthcare Question Answering"

Code for the paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

Who Killed Laura Palmer ⭐ 12

Simple Question Answering system, based on data crawled from Twin Peaks Wiki. It is built using 🔍 Haystack, an awesome open-source framework for building search systems that work intelligently over large document collections.

Distilledneuralresponseranker ⭐ 9

Implementation of "Distilling Knowledge for Fast Retrieval-based Chat-bots" (SIGIR 2020) using deep matching transformer networks and knowledge distillation for response retrieval in information-seeking conversational systems.

Generate SQUAD style dataset from raw text file and train a transformer based question answering model .This repo has code from https://github.com/facebookresearch/UnsupervisedQA and https://github.com/deepset-ai/haystack

Awesome Kbqa ⭐ 6

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

Mathdowsers Arqmath ⭐ 5

Dowsing for Math Answers - the MathDowsers team's submission for ARQMath @ CLEF

Qnatables An Intelligent Question Answering System ⭐ 5

Question Answering System to answer question over tables in a document

Neuralmemorypapers ⭐ 5

🤖 An up-to-date & curated paper list of Neural Network with External Memory

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