Topic: information-retrieval Goto Github

👇 Here are 2250 public repositories matching this topic...

allegro / allrank
information-retrieval,allRank is a framework for training learning-to-rank neural models based on PyTorch.
Organization: allegro
learning-to-rank ndcg ranking information-retrieval pytorch python machine-learning deep-learning transformer click-model

apache / lucene
information-retrieval,Apache Lucene open-source search software
Organization: apache
Home Page: https://lucene.apache.org/
lucene search nosql java backend search-engine information-retrieval

apache / lucene-solr
information-retrieval,Apache Lucene and Solr open-source search software
Organization: apache
Home Page: https://lucene.apache.org/
lucene solr search nosql java backend search-engine information-retrieval

apache / solr
information-retrieval,Apache Solr open-source search software
Organization: apache
Home Page: https://solr.apache.org/
lucene solr search nosql java backend search-engine information-retrieval

ashvardanian / simsimd
information-retrieval,Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐
User: ashvardanian
Home Page: https://ashvardanian.com/posts/simsimd-faster-scipy/
arm-neon arm-sve assembly avx2 distance-calculation distance-measures metrics neon simd simd-instructions

ashvardanian / stringzilla
information-retrieval,Up to 10x faster strings for C, C++, Python, Rust, and Swift, leveraging SWAR and SIMD on Arm Neon and x86 AVX2 & AVX-512-capable chips to accelerate search, sort, edit distances, alignment scores, etc 🦖
User: ashvardanian
Home Page: https://ashvardanian.com/posts/stringzilla/
simd csv dataset ndjson string string-manipulation string-matching substring information-retrieval sorting-algorithms

beir-cellar / beir
information-retrieval,A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
Organization: beir-cellar
Home Page: http://beir.ai
nlp information-retrieval bert benchmark sentence-transformers question-generation retrieval passage-retrieval elasticsearch dpr

boudinfl / pke
information-retrieval,Python Keyphrase Extraction module
User: boudinfl
keyphrase-extraction natural-language-processing information-retrieval computational-linguistics keyword-extraction python keyword keyphrase

brylevkirill / notes
information-retrieval,Learn about Machine Learning and Artificial Intelligence
User: brylevkirill
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph

castorini / anserini
information-retrieval,Anserini is a Lucene toolkit for reproducible information retrieval research
Organization: castorini
Home Page: http://anserini.io/
information-retrieval lucene

castorini / pyserini
information-retrieval,Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
Organization: castorini
Home Page: http://pyserini.io/
information-retrieval

catalyst-team / catalyst
information-retrieval,Accelerated deep learning R&D
Organization: catalyst-team
Home Page: https://catalyst-team.com
computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation

cdqa-suite / cdqa
information-retrieval,⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Organization: cdqa-suite
Home Page: https://cdqa-suite.github.io/cdQA-website/
reading-comprehension question-answering deep-learning natural-language-processing information-retrieval bert artificial-intelligence nlp pytorch transformers

danswer-ai / danswer
information-retrieval,Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
Organization: danswer-ai
Home Page: https://docs.danswer.dev/
enterprise-search rag ai-chat chatgpt gen-ai nextjs python information-retrieval

deepset-ai / haystack
information-retrieval,:mag: 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.
Organization: deepset-ai
Home Page: https://haystack.deepset.ai
nlp question-answering bert language-model pytorch semantic-search squad information-retrieval summarization transformers

dorianbrown / rank_bm25
information-retrieval,A Collection of BM25 Algorithms in Python
User: dorianbrown
bm25 information-retrieval algorithm ranking

edoardottt / scilla
information-retrieval,Information Gathering tool - DNS / Subdomains / Ports / Directories enumeration
User: edoardottt
Home Page: https://edoardoottavianelli.it
hacking security information-retrieval pentesting hacking-tool penetration-testing enumeration security-tools recon network

embeddings-benchmark / mteb
information-retrieval,MTEB: Massive Text Embedding Benchmark
Organization: embeddings-benchmark
Home Page: https://arxiv.org/abs/2210.07316
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert

flagopen / flagembedding
information-retrieval,Retrieval and Retrieval-augmented LLMs
Organization: flagopen
embeddings information-retrieval llm sentence-embeddings text-semantic-similarity retrieval-augmented-generation

ict-bigdatalab / awesome-pretrained-models-for-information-retrieval
information-retrieval,A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
Organization: ict-bigdatalab
pretraining-for-ir dense-retrieval bert-for-ir information-retrieval pretrain-for-search reranking web-search pretrained-language-models

infiniflow / ragflow
information-retrieval,RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Organization: infiniflow
Home Page: https://ragflow.io
document-understanding llm ocr rag table-structure-recognition data-pipelines deep-learning document-parser information-retrieval llmops

intellabs / fastrag
information-retrieval,Efficient Retrieval Augmentation and Generation Framework
Organization: intellabs
nlp benchmark colbert information-retrieval semantic-search sentence-transformers summarization transformers diffusion knowledge-graph

jaidedai / easyocr
information-retrieval,Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Organization: jaidedai
Home Page: https://www.jaided.ai
ocr deep-learning crnn pytorch lstm machine-learning scene-text scene-text-recognition optical-character-recognition cnn

kittykatt / screenfetch
information-retrieval,Fetches system/theme information in terminal for Linux desktop screenshots.
User: kittykatt
shell bash desktop information-retrieval

langroid / langroid
information-retrieval,Harness LLMs with Multi-Agent Programming
Organization: langroid
Home Page: https://langroid.github.io/langroid/
agents chatgpt gpt gpt-4 gpt4 language-model llm llm-agent multi-agent-systems openai-api

llmware-ai / llmware
information-retrieval,Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Organization: llmware-ai
Home Page: https://llmware-ai.github.io/llmware/
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus nlp parsing python pytorch question-answering retrieval-augmented-generation semantic-search transformers rag

marqo-ai / marqo
information-retrieval,Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
Organization: marqo-ai
Home Page: https://www.marqo.ai/
deep-learning information-retrieval machinelearning vector-search tensor-search clip multi-modal search-engine transformers vision-language

mhbashari / awesome-persian-nlp-ir
information-retrieval,Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
User: mhbashari
persian-language natural-language-processing information-retrieval language-detection persian-nlp corpus part-of-speech-tagger normalizer named-entity-recognition embeddings

muennighoff / sgpt
information-retrieval,SGPT: GPT Sentence Embeddings for Semantic Search
User: muennighoff
Home Page: https://arxiv.org/abs/2202.08904
gpt information-retrieval language-model large-language-models retrieval semantic-search sentence-embeddings text-embedding neural-search sgpt

naivehobo / invoicenet
information-retrieval,Deep neural network to extract intelligent information from invoice documents.
User: naivehobo
billing classification deep-learning deep-neural-networks deeplearning information-extraction information-retrieval invoice invoice-insight invoice-management invoice-parser invoice-pdf invoice-software invoices keras keras-neural-networks keras-tensorflow

naver / splade
information-retrieval,SPLADE: sparse neural search (SIGIR21, SIGIR22)
Organization: naver
bert information-retrieval nlp passage-retrieval splade sparse

neuml / txtai
information-retrieval,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Organization: neuml
Home Page: https://neuml.github.io/txtai
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

ntmc-community / awesome-neural-models-for-semantic-match
information-retrieval,A curated list of papers dedicated to neural text (semantic) matching.
Organization: ntmc-community
deep-learning semantic-matching neu-ir information-retrieval text-similarity question-answering

paddlepaddle / rocketqa
information-retrieval,🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
Organization: paddlepaddle
question-answering nlp information-retrieval dense-retrieval

pisa-engine / pisa
information-retrieval,PISA: Performant Indexes and Search for Academia
Organization: pisa-engine
Home Page: https://pisa-engine.github.io/pisa/book
inverted-index search search-engine information-retrieval

piskvorky / gensim
information-retrieval,Topic Modelling for Humans
User: piskvorky
Home Page: https://radimrehurek.com/gensim
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec

princeton-nlp / densephrases
information-retrieval,[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
Organization: princeton-nlp
Home Page: https://arxiv.org/abs/2012.12624
nlp open-domain-qa slot-filling knowledge-base information-retrieval passage-retrieval

rajkumardusad / ip-tracer
information-retrieval,Track any ip address with IP-Tracer. IP-Tracer is developed for Linux and Termux. you can retrieve any ip address information using IP-Tracer.
User: rajkumardusad
Home Page: https://github.com/rajkumardusad/IP-Tracer
information-retrieval information-gathering termux-tool ip-location termux-hacking ip-tracer linux gnuroot-debian termux linux-tools

rapidsai / raft
information-retrieval,RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Organization: rapidsai
Home Page: https://docs.rapids.ai/api/raft/stable/
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning

sebastian-hofstaetter / teaching
information-retrieval,Open-Source Information Retrieval Courses @ TU Wien
User: sebastian-hofstaetter
information-retrieval education teaching search-engine neural-ir deep-learning course dpr remote-teaching

shaoxiongji / knowledge-graphs
information-retrieval,A collection of research on knowledge graphs
User: shaoxiongji
Home Page: https://shaoxiongji.github.io/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

tensorflow / ranking
information-retrieval,Learning to Rank in TensorFlow
Organization: tensorflow
ranking machine-learning deep-learning information-retrieval learning-to-rank recommender-systems

th3unkn0n / osi.ig
information-retrieval,Information Gathering Instagram.
User: th3unkn0n
python python3 instagram instagram-scraper information-gathering osint information-retrieval scraper termux-tool termux

th3unkn0n / telegram-scraper
information-retrieval,telegram group scraper tool. fetch all information about group members
User: th3unkn0n
telegram telegram-scraper telegram-scraper-bot termux termux-tool python3 information-retrieval information-gathering smsbomber linux

tsinghua-fib-lab / gnn-recommender-systems
information-retrieval,An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
Organization: tsinghua-fib-lab
gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

unstructured-io / unstructured
information-retrieval,Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
Organization: unstructured-io
Home Page: https://www.unstructured.io/
deep-learning document-parsing machine-learning nlp ocr information-retrieval data-pipelines ml preprocessing pdf-to-text

weaviate / weaviate
information-retrieval,Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
Organization: weaviate
Home Page: https://weaviate.io/developers/weaviate/
search-engine semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval

xlang-ai / instructor-embedding
information-retrieval,[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
Organization: xlang-ai
embeddings information-retrieval language-model text-classification text-clustering text-embedding text-evaluation text-semantic-similarity prompt-retrieval text-reranking

yomguithereal / talisman
information-retrieval,Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.
User: yomguithereal
Home Page: https://yomguithereal.github.io/talisman/
natural-language-processing machine-learning fuzzy-matching clustering record-linkage information-retrieval deduplication

youngfish42 / awesome-fl
information-retrieval,Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
User: youngfish42
Home Page: https://youngfish42.github.io/Awesome-FL
awesome deep-learning federated-learning graph-neural-networks machine-learning tabular-data federated-learning-framework computer-vision knowledge-graph paper