21d • General discussion
GBRAIN embeddings -- alternative API to OpenAI embeddings
This morning, Roopal asked about this.
While the default embedding API that GBRAIN documentation calls for is an OpenAI endpoint, you can use other embedding providers:
Hosted Cloud APIs
- OpenAI API: Uses text-embedding-3-large or text-embedding-3-small.
- Voyage AI: Excellent for code and technical markdown using voyage-3.
- Google Gemini API: Routes your vector pipelines to text-embedding-004.
- OpenRouter: Accesses multiple open-weights models through one key.
Local & Self-Hosted Alternatives
- Ollama: Runs local, private models like nomic-embed-text or bge-m3.
- Llama.cpp: Supports large multi-billion parameter embedding weights.
- LiteLLM Proxy: Standardizes any custom or OpenAI-incompatible API.
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GBRAIN embeddings -- alternative API to OpenAI embeddings
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