Splade Alternatives
Similar projects and alternatives to splade based on common topics and language
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
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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.
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gpl
Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577 (by UKPLab)
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splade reviews and mentions
- Splade: Sparse Neural Search
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Sparse Vectors in Qdrant: Pure Vector-based Hybrid Search
SPLADE is quite flexible as a method, with regularization knobs that can be tuned to obtain different models as well:
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naver/splade is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of splade is Python.
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