Enterprise AI platform for large models.
## SambaNova MCP Server: Enterprise AI Accelerator The **SambaNova MCP Server** connects Google Antigravity to SambaNova's enterprise AI platform. This integration provides access to purpose-built AI hardware designed for the most demanding enterprise workloads, with exceptional throughput for large language models. ### Why SambaNova MCP? SambaNova delivers enterprise-grade AI: - **Custom Silicon**: Purpose-built RDU architecture - **Enterprise Scale**: Handle massive workloads - **High Throughput**: Industry-leading inference speed - **On-Premise Option**: Deploy in your data center - **Antigravity Native**: Enterprise AI integration ### Key Features #### 1. High-Performance Inference ```python from sambanova import SambaNovaClient client = SambaNovaClient(api_key="your-key") # Ultra-fast enterprise inference response = client.completions.create( model="llama-3.1-405b", prompt="Analyze this enterprise data...", max_tokens=2000, temperature=0.7 ) print(response.text) ``` #### 2. Batch Processing ```python # Process large batches efficiently batch_prompts = [ "Summarize document 1...", "Summarize document 2...", # ... thousands more ] results = client.batch.create( model="llama-3.1-70b", prompts=batch_prompts, max_tokens=500 ) for result in results: process_summary(result.text) ``` #### 3. Fine-Tuning ```python # Enterprise model customization fine_tune_job = client.fine_tuning.create( model="llama-3.1-8b", training_file="training_data.jsonl", hyperparameters={ "epochs": 3, "learning_rate": 1e-5 } ) # Monitor training progress status = client.fine_tuning.retrieve(fine_tune_job.id) ``` ### Configuration ```json { "mcpServers": { "sambanova": { "command": "npx", "args": ["-y", "@anthropic/mcp-sambanova"], "env": { "SAMBANOVA_API_KEY": "your-api-key", "SAMBANOVA_BASE_URL": "https://api.sambanova.ai" } } } } ``` ### Use Cases **Enterprise AI**: Deploy AI at scale in regulated industries with on-premise options. **Document Processing**: Process millions of documents with high-throughput inference. **Custom Models**: Fine-tune models on proprietary data for specialized use cases. The SambaNova MCP Server brings enterprise AI infrastructure to Antigravity.
{
"mcpServers": {
"sambanova": {}
}
}