big-ann-benchmarks
awesome-semantic-search
| big-ann-benchmarks | awesome-semantic-search | |
|---|---|---|
| 1 | 3 | |
| 296 | 322 | |
| - | - | |
| 9.3 | 5.7 | |
| 8 days ago | 5 months ago | |
| Jupyter Notebook | ||
| MIT License | Creative Commons Zero v1.0 Universal |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
big-ann-benchmarks
awesome-semantic-search
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New free tool that uses fine-tuned BERT model to surface answers from research papers
Some good papers here.
- [P] Awesome Semantic Search
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Creating a collection of resources for Semanti Search.
Agrover112/awesome-semantic-search: Following repository contains resources related to Semantic Search🔎 and Semantic Similarity tasks. (github.com)
What are some alternatives?
Milvus - A cloud-native vector database, storage for next generation AI applications
similarity - TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
contract-discovery - Data and additional information regarding the paper: Contract Discovery. Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines (to appear in Findings of EMNLP).
elasticsearch-learning-to-rank - Plugin to integrate Learning to Rank (aka machine learning for better relevance) with Elasticsearch
ColBERT - ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
haystack - :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.