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multivector-embeddings

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colsearch

latenceainew / colsearch

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High-performance late-interaction retrieval engine for on-prem AI. ColBERT/ColPali multi-vector search with Rust fused MaxSim, Triton GPU kernels, ROQ quantization, LEMUR routing, WAL-backed CRUD, and a FastAPI server — single machine, CPU or GPU.

semantic-search-engine on-premise colbert-ai multivector quantizations retrieval-augmented-generation vector-databases rag-pipeline multimodal-rag colpali triton-kernels late-interaction multivector-search multivector-embeddings
  • Updated Apr 21, 2026
  • Python

chirindaopensource / geometric_dynamics_consumer_credit_cycles

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End-to-End Python implementation of the research methodology, from "Geometric Dynamics of Consumer Credit Cycles", by Sudjianto & Setiawan (2025). Implements Clifford Algebra embeddings and Linear Attention for explanatory macroeconomic analysis; i.e. economic regime analysis.

python deep-learning reproducible-research jupyter-notebook pytorch scientific-computing attention-mechanism time-series-analysis geometric-algebra financial-econometrics interpretable-ml economic-modeling clifford-algebra linear-attention research-replication regime-detection macroeconomic-analysis multivector-embeddings credit-cycles
  • Updated Oct 23, 2025
  • Jupyter Notebook

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