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सर्व कौशल्ये

Snowflake Cortex AI

⬢ श्रेणी 2तांत्रिक
+$20–35k
पगारावरील परिणाम
2 महिने
शिकण्यास लागणारा वेळ
मध्यम
काठिण्य
12
करिअर्स
एका दृष्टिक्षेपात

Snowflake Cortex integrates LLM inference, vector search, and ML functions directly into Snowflake SQL. Query with LLMs, search vectors, and use built-in models without leaving your data warehouse. Used by data teams building AI products. Salary: mid 145-165k. Learn in 4-6 weeks. Complements Snowflake and Data Engineering.

Snowflake Cortex AI म्हणजे काय

Snowflake Cortex is a set of AI/ML capabilities integrated directly into Snowflake SQL. It includes LLM inference (query with language models), vector search (semantic search on embeddings), and built-in ML models. Instead of exporting data to external AI services, you use SQL functions to invoke LLMs, generate embeddings, and perform AI operations within your data warehouse.

🔧 साधने आणि परिसंस्था
Cortex LLM FunctionsSQL IntegrationVector SearchEmbeddings APIBuilt-in ModelsNative App SupportModel Fine-TuningCost Optimization

📋 सुरू करण्यापूर्वी

Python

💰 प्रदेशानुसार पगार

प्रदेशज्युनियरमध्यमसीनियर
USA$90k$150k$210k
UK£55k£95k£140k
EU€60k€100k€150k
CANADAC$85kC$140kC$195k

🎓 प्रमाणपत्रे

Snowflake Cortex DocsSnowflake University

⚖ यांच्याशी तुलना करा

Databricks Unity Catalog

❓ FAQ

Is Cortex cheaper than calling OpenAI?
Potentially yes; Cortex pricing is per token, and some models (Llama) are cheaper. Compare rates for your use case.
What LLMs does Cortex support?
OpenAI (GPT-4, GPT-3.5), Mistral, Llama, and others. Snowflake partners with multiple providers.
Can I fine-tune models in Cortex?
Limited fine-tuning available; mostly you use pre-trained models. Customization is via prompts.
Is my data private when using Cortex?
Yes, data stays in Snowflake; only the prompt and inference parameters are sent to model providers.
Can I use Cortex for streaming data?
Yes, Cortex works on streaming tables; inference is near real-time.

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