colab-embedding-inference
CommunityInfer embeddings and rerank models via Google Colab GPU with Gradio UI.
Authorkngender5
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a platform for serving embedding and reranker models on Google Colab GPU, enabling efficient text and image embedding and reranking for tasks like RAG and semantic search.
Core Features & Use Cases
- Text and Image Embedding: Serve various models for embedding text and images.
- Reranking: Apply reranker models to improve search and recommendation results.
- Use Case: For a content platform, this Skill can be used to serve text and image embeddings for search and recommendation systems, enhancing user experience and engagement.
Quick Start
Use the colab-embedding-inference skill to perform text embedding on a given text.
Dependency Matrix
Required Modules
torchsentence-transformersgradionumpyscipy
Components
scriptsreferencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: colab-embedding-inference Download link: https://github.com/kngender5/hermes/archive/main.zip#colab-embedding-inference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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