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The Top 23 Natural Language Processing Information Retrieval Open Source Projects

Open source projects categorized as Natural Language Processing Information Retrieval
Categories > Data Processing > Information Retrieval
Categories > Machine Learning > Natural Language Processing
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit a month 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
Danswer ⭐ 6,435
Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.
most recent commit 4 months ago
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 4 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
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 4 months ago
Knowledge Graphs ⭐ 1,610
A collection of research on knowledge graphs
most recent commit 2 years ago
Pke ⭐ 1,431
Python Keyphrase Extraction module
dependent packages 1total releases 1most recent commit 10 months agopypi pke-tool} Downloads
Beir ⭐ 1,370
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29most recent commit 2 months agopypi beir} Downloads
Awesome Fl ⭐ 1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
most recent commit 4 months ago
Rocketqa ⭐ 707
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
total releases 2most recent commit 5 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
Awesome Persian Nlp Ir ⭐ 658
Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
most recent commit 8 months ago
Fastrag ⭐ 591
Efficient Retrieval Augmentation and Generation Framework
most recent commit 4 months ago
Deep Semantic Similarity Model ⭐ 472
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014
most recent commit 7 years ago
Splade ⭐ 462
SPLADE: sparse neural search (SIGIR21, SIGIR22)
most recent commit 6 months ago
Densephrases ⭐ 459
ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too
most recent commit 2 years ago
Cdqa ⭐ 418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
total releases 38most recent commit 4 years ago
Sequence Semantic Embedding ⭐ 409
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
most recent commit 5 years ago
Awesome Generative Information Retrieval ⭐ 387
most recent commit 4 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 4 months ago
The 10 Most Depended On Natural Language Processing Information Retrieval Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit a month 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
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 4 months agopypi txtai} Downloads
Beir ⭐ 1,370
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29latest release July 21, 2023most recent commit 2 months agopypi beir} Downloads
Lexicalrichness ⭐ 69
:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).
dependent packages 4total releases 15latest release August 27, 2023most recent commit 8 months agopypi lexicalrichness} Downloads
The 10 Latest Releases In Natural Language Processing 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 4 months agopypi txtai} Downloads
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134latest release October 21, 2023most recent commit 4 months ago
Cherche ⭐ 295
📑 Neural Search
total releases 19latest release September 09, 2023most recent commit 8 months ago
Lexicalrichness ⭐ 69
:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).
dependent packages 4total releases 15latest release August 27, 2023most recent commit 8 months agopypi lexicalrichness} Downloads
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit a month agopypi gensim} Downloads
Beir ⭐ 1,370
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 8total releases 29latest release July 21, 2023most recent commit 2 months agopypi beir} Downloads
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