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The Top 23 Natural Language Processing Semantic Search Open Source Projects

Open source projects categorized as Natural Language Processing Semantic Search
Categories > Machine Learning > Natural Language Processing
Categories > Semantic Search
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 4 months agopypi txtai} 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
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 3 months ago
Awesome Search ⭐ 1,158
Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
most recent commit 5 months ago
Gnes ⭐ 1,095
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
most recent commit 5 years ago
Primeqa ⭐ 677
The prime repository for state-of-the-art Multilingual Question Answering research and development.
total releases 9most recent commit 4 months ago
Fastrag ⭐ 591
Efficient Retrieval Augmentation and Generation Framework
most recent commit 4 months ago
Code_search ⭐ 474
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
most recent commit a year ago
Nboost ⭐ 439
NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)
total releases 26most recent commit 4 years ago
Examples ⭐ 402
Jina examples and demos to help you get started
most recent commit 3 years ago
Declutr ⭐ 349
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
most recent commit a year ago
Awesome Semantic Search ⭐ 301
A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
most recent commit 5 months ago
Cherche ⭐ 295
📑 Neural Search
total releases 19most recent commit 8 months ago
Ocrpy ⭐ 218
OCR, Archive, Index and Search: Implementation agnostic OCR framework.
total releases 12most recent commit 6 months ago
Similarity Search Kit ⭐ 195
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
most recent commit 4 months ago
Haystack Tutorials ⭐ 173
Here you can find all the Tutorials for Haystack 📓
most recent commit 4 months ago
Akcio ⭐ 166
Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.
most recent commit 6 months ago
Information Retrieval ⭐ 139
Neural information retrieval / semantic-search / Bi-Encoders
most recent commit 9 months ago
Emdash ⭐ 99
📚🧙‍♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read
most recent commit 4 months ago
Sycamore ⭐ 82
🍁 Sycamore is an LLM-powered semantic data preparation system for building search applications.
most recent commit 4 months ago
Lawknowledge ⭐ 82
A legal knowledge search and Q&A application based on Vietnam's Legal Code and legal document database ⚖️
most recent commit 4 months ago
Elastic_transformers ⭐ 80
Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers
most recent commit 4 years ago
The 3 Most Depended On Natural Language Processing Semantic Search 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
Wink Bm25 Text Search ⭐ 43
Fast Full Text Search based on BM25
dependent packages 2total releases 14latest release November 21, 2022most recent commit a year agonpm wink-bm25-text-search} Downloads
The 8 Latest Releases In Natural Language Processing Semantic Search 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
Cherche ⭐ 295
📑 Neural Search
total releases 19latest release September 09, 2023most recent commit 8 months ago
Wink Bm25 Text Search ⭐ 43
Fast Full Text Search based on BM25
dependent packages 2total releases 14latest release November 21, 2022most recent commit a year agonpm wink-bm25-text-search} 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
Ocrpy ⭐ 218
OCR, Archive, Index and Search: Implementation agnostic OCR framework.
total releases 12latest release August 13, 2022most recent commit 6 months ago
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