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sonam-pankaj95 committed Jan 5, 2025
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<p align="center">
<b> Inference, ingestion, and indexing – supercharged by Rust 🦀</b>
<br />
<a href="https://starlightsearch.github.io/EmbedAnything/references/"><strong>Explore the docs »</strong></a>
<a href="https://starlightsearch.github.io/EmbedAnything/references/"><strong>Python docs »</strong></a>
<br />
<a href="https://docs.rs/embed_anything/0.4.17/embed_anything/"><strong>Rust docs »</strong></a>
<br />
<a href=https://youtu.be/HLXIuznnXcI>View Demo</a>
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<a href="https://colab.research.google.com/drive/1nXvd25hDYO-j7QGOIIC0M7MDpovuPCaD?usp=sharing">Benches</a>
<a href="https://colab.research.google.com/drive/1nXvd25hDYO-j7QGOIIC0M7MDpovuPCaD?usp=sharing"><strong>Benches</strong></a>
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<a href="https://github.com/StarlightSearch/EmbedAnything/tree/main/examples/adapters">Vector Streaming Adapters</a>
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- **ONNX Models**: Works with ONNX models for BERT and ColPali
- **ColPali** : Support for ColPali in GPU version
- **Splade** : Support for sparse embeddings for hybrid
- **ReRankers** : Support for ReRanking Models for better RAG.
- **Cloud Embedding Models:**: Supports OpenAI and Cohere.
- **MultiModality** : Works with text sources like PDFs, txt, md, Images JPG and Audio, .WAV
- **Rust** : All the file processing is done in rust for speed and efficiency
- **Candle** : We have taken care of hardware acceleration as well, with Candle.
- **GPU support** : We have taken care of hardware acceleration on GPU as well.
- **Python Interface:** Packaged as a Python library for seamless integration into your existing projects.
- **Vector Streaming:** Continuously create and stream embeddings if you have low resource.

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