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The Top 23 Machine Learning Information Retrieval Open Source Projects

Open source projects categorized as Machine Learning Information Retrieval
Categories > Data Processing > Information Retrieval
Categories > Machine Learning > Machine Learning
Easyocr ⭐ 20,438
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 69total releases 32most recent commit 4 months agopypi easyocr} Downloads
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit 16 days agopypi gensim} Downloads
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.
dependent packages 30total releases 100most recent commit 3 months agopypi farm-haystack} Downloads
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35most recent commit 3 months agopypi txtai} Downloads
Unstructured ⭐ 4,404
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
dependent packages 65total releases 114most recent commit 3 months agopypi unstructured} Downloads
Marqo ⭐ 3,893
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
total releases 11most recent commit 3 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22most recent commit 7 months agopypi tensorflow-ranking} Downloads
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 3 months ago
Awesome Fl ⭐ 1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
most recent commit 3 months ago
Allrank ⭐ 722
allRank is a framework for training learning-to-rank neural models based on PyTorch.
total releases 7most recent commit 7 months ago
Talisman ⭐ 666
Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.
dependent packages 48total releases 30most recent commit a year agonpm talisman} Downloads
Resin ⭐ 557
Vector space search engine. Available as a HTTP service or as an embedded library.
dependent packages 1total releases 1most recent commit a year agonuget StreamIndex} Downloads
Raft ⭐ 530
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.
most recent commit 3 months ago
Rmdl ⭐ 409
RMDL: Random Multimodel Deep Learning for Classification
total releases 7most recent commit a year ago
Awesome Generative Information Retrieval ⭐ 387
most recent commit 3 months ago
Automated Fact Checking Resources ⭐ 303
Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).
most recent commit 3 months ago
Cherche ⭐ 295
📑 Neural Search
total releases 19most recent commit 7 months ago
Forte ⭐ 215
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
dependent packages 12total releases 14most recent commit a year agopypi forte} Downloads
Mindflow ⭐ 213
🧠 AI-powered CLI git wrapper, boilerplate code generator, chat history manager, and code search engine to streamline your dev workflow 🌊
total releases 3most recent commit 10 months ago
Information Retrieval ⭐ 139
Neural information retrieval / semantic-search / Bi-Encoders
most recent commit 9 months ago
Chatgpt Retrievalqa ⭐ 130
A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.
most recent commit 3 months ago
Summary ⭐ 126
summaries of all the papers I read
most recent commit 4 months ago
The 10 Most Depended On Machine Learning Information Retrieval Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 16 days agopypi gensim} Downloads
Talisman ⭐ 666
Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.
dependent packages 48total releases 30latest release January 21, 2021most recent commit a year agonpm talisman} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 7 months agopypi tensorflow-ranking} Downloads
Forte ⭐ 215
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
dependent packages 12total releases 14latest release June 29, 2022most recent commit a year agopypi forte} Downloads
Liblevenshtein Java ⭐ 40
Various utilities regarding Levenshtein transducers. (Java)
dependent packages 10total releases 4latest release May 29, 2016most recent commit 6 years ago
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
The 10 Latest Releases In Machine Learning Information Retrieval Open Source Projects
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35latest release November 08, 2023most recent commit 3 months agopypi txtai} Downloads
Cherche ⭐ 295
📑 Neural Search
total releases 19latest release September 09, 2023most recent commit 7 months ago
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 16 days agopypi gensim} Downloads
Ranking ⭐ 2,666
Learning to Rank in TensorFlow
dependent packages 12total releases 22latest release August 11, 2023most recent commit 7 months agopypi tensorflow-ranking} Downloads
Marqo ⭐ 3,893
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
total releases 11latest release November 17, 2022most recent commit 3 months ago
Forte ⭐ 215
Forte is a flexible and powerful ML workflow builder. This is part of the CASL project: http://casl-project.ai/
dependent packages 12total releases 14latest release June 29, 2022most recent commit a year agopypi forte} Downloads
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