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#embeddings

Open source repositories tagged with #embeddings, ranked by health score.

apache
apache/seatunnel
Java
89
health

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

9.6k
crmne
crmne/ruby_llm
Ruby
87
health

One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

4.3k
lightly-ai
lightly-ai/lightly
Python
87
health

A python library for self-supervised learning on images.

3.8k
lance-format
lance-format/lance
Rust
85
health

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

7.0k
CrispStrobe
CrispStrobe/CrispEmbed
C++
84
health

Lightweight text and scans processing: embedding, document processing, OCR, OMR, etc, with inference via ggml in pure C++

50
harmonydata
harmonydata/harmony
Python
64
health

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

65
benmaster82
benmaster82/Kwipu
Python
55
health

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

267