Hugging Face / ServiceNow
StarCoder Embeddings
Code-optimized embeddings for LLM applications.
Specialized for code representationEffective for code searchSupports RAG on codebases
Today's score
83.0
Where it ranks today
Best for / Not great for
Best for
- Code semantic search
- RAG over code repositories
- Code similarity analysis
- Developer productivity tools
Not great for
- General natural language understanding
- Non-code related RAG tasks
- Low-resource environments due to model size
Why it ranks here
As code generation models advance, specialized embeddings like StarCoder Embeddings are gaining importance for tasks involving code analysis and retrieval. Their ability to capture semantic meaning within codebases makes them valuable for developer tools and RAG on code.
30-day trend
Score breakdown
Search trends85
Benchmarks82
Developer buzz86
News mentions84
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Open Source
Code-centric embeddings.
Free
- Code-specific training
- Available via Hugging Face
- Requires self-hosting
- Integration with StarCoder models