Information_retrieval_system
The goal of this project is to implement a basic information retrieval system using Python, NLTK and GenSIM.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Easyocr | 20,438 |  | 69 | 4 months ago | 32 | September 04, 2023 | 340 | apache-2.0 | Python | |
| Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc. | ||||||||||
| Gensim | 15,180 |  | 2,371 | 766 | 10 days ago | 93 | August 24, 2023 | 405 | lgpl-2.1 | Python |
| Topic Modelling for Humans | ||||||||||
| Haystack | 12,474 |  | 30 | 3 months ago | 100 | November 09, 2023 | 346 | apache-2.0 | Python | |
| :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. | ||||||||||
| Txtai | 6,143 |  | 9 | 3 months ago | 35 | November 08, 2023 | 16 | apache-2.0 | Python | |
| 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows | ||||||||||
| Unstructured | 4,404 |  | 65 | 3 months ago | 114 | November 30, 2023 | 204 | apache-2.0 | HTML | |
| Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines. | ||||||||||
| Marqo | 3,893 | 3 months ago | 11 | November 17, 2022 | 144 | apache-2.0 | Python | |||
| Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai | ||||||||||
| Catalyst | 3,151 |  | 19 | 19 | 9 months ago | 108 | April 29, 2022 | 6 | apache-2.0 | Python |
| Accelerated deep learning R&D | ||||||||||
| Ranking | 2,666 |  | 1 | 12 | 7 months ago | 22 | August 11, 2023 | 83 | apache-2.0 | Python |
| Learning to Rank in TensorFlow | ||||||||||
| Llmware | 1,859 | 3 months ago | 27 | apache-2.0 | Python | |||||
| Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models. | ||||||||||
| Awesome Fl | 1,103 | 3 months ago | cc-by-sa-4.0 | Python | ||||||
| Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops) | ||||||||||
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Python
Machine Learning
Natural Language Processing
Information Retrieval