31 projects
nanoe5
nanoE5.c - blazing-fast 4-bit CPU text embeddings (multilingual-e5-small), model bundled, OpenAI-compatible server, zero ML dependencies
harness-exchange
Exchange agent/chat sessions between codex, opencode, and claude-code
small-hybrid-reranker
Lightweight hybrid reranker with baked-in model artifact.
leangeo
None
leantext
Testing
leanvec
Testing
lightning-disk-kv
"Disk-based redis" - Built around LMDB and Rust, with sharding for maximum throughput
llm-utility-pack
None
semantic-compressor
None
fast-translate
Portable EN<->PT-BR translation library with baked-in models and PT-BR postprocessing
strive-ranker
None
vector-cache-lmdb
Fast LMDB-backed vector cache with Python bindings and embedding helpers
lfm-onnx-hf
Standalone LFM ONNX inference with first-run Hugging Face download and local cache
dynamic-pattern-mining
Dynamic, low-resource pattern mining with sklearn-compatible API
profile-correspondence-encoder
Scikit-learn compatible Profile Correspondence Encoder for high-cardinality categorical features
tokenlearn-static-model
Rust-accelerated static embedding model with baked-in 10k/64d/int8 weights.
rb-elastic-hash
A Rust-based implementation of Elastic Hashing (arXiv:2501.02305v2)
leankv
Testing
tiny-lfm-builtin
LiquidAI-LFM2-350M rust inference engine embedded in a python package
full-text-sparse-engine
None
distry-py
Distributed task execution framework
simple-fastapi-auth
A *heavily* opinionated library for simplifying the boilerplate of FastAPI authentication.
minivectordb-simple
A python project aimed at extracting embeddings from textual data and performing semantic search. This version supports only the basic onnx model, no bge-m3 or e5 models.
wise-telemetry
None
chatmemorydb-lmdb-onnx
None
chatmemorydb-lmdb
None
nanoranker
None
minivectordb
A python project aimed at extracting embeddings from textual data and performing semantic search.
chatmemorydb
None
webtextcrawler
Python project for crawling the web and extracting text.
text-util-en-pt
Python project for text cleaning. Some specifics for English and Portuguese languages.
