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Author:
Latence AI
Summary:
ColSearch — production late-interaction retrieval for ColBERT and ColPali style workloads. Single-node CPU/GPU, Triton MaxSim, 1.58-bit ROQ quantization at 40 B/token, BM25 hybrid search, durable CRUD/WAL, multimodal preprocessing, and a base64-ready reference API.
Latest version:
0.1.7
Required dependencies:
bm25s
|
h5py
|
numpy
|
pystemmer
|
tomli
|
torch
Optional dependencies:
faiss-cpu
|
fastapi
|
hnswlib
|
httpx
|
latence
|
latence-shard-engine
|
latence-solver
|
maturin
|
openpyxl
|
pillow
|
pydantic
|
pymupdf
|
pytest
|
pytest-cov
|
python-docx
|
safetensors
|
triton
|
uvicorn
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