Reasoning with o1-preview and o1-mini API
OpenAI's o1 series models are advanced language models that use reinforcement learning to engage in complex reasoning, generating internal thought processes before providing responses to users.
Models capabilities
The o1 models demonstrate exceptional scientific and mathematical prowess, outperforming most human competitors in competitive programming and PhD-level science problems.
Reasoning tokens
Context window control
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Cost-control
OpenAI o1 models
Advanced ReasoningUtilizes invisible "thinking" tokens for in-depth analysis
Context Window ControlProcesses up to 128,000 tokens for comprehensive understanding
Cost ManagementGenerates responses up to 65,536 tokens
Efficient Resource AllocationAutomatic balancing of reasoning and visible output
How to Get an OpenAI API Key with AI/ML API
Sign Up
Begin by signing up on our AI/ML API platform. Create your account to gain access to a wide range of powerful AI models and tools.
Create API Key
In the Playground, navigate to the Key Management section and click on Create API Key. You can easily activate or deactivate your keys as needed.
Integrate AI
After creating your API key, you can integrate AI models into your application by following the guidelines provided in our API reference.
Use Cases
The o1-preview model leverages its advanced reasoning capabilities to perform thorough data validation, enhancing the accuracy and reliability of routine generation tasks.
routine generation
O1-mini
The o1 model excels at zero-shot conversion of complex articles into structured routines, enabling LLMs to efficiently execute tasks with minimal prompting by breaking down workflows into specific actions and integrating function calls, resulting in more effective and scalable automated solutions.
Function Definitions
The AI creates specific function calls for common tasks, allowing seamless integration with external systems during customer interactions.
Discrete Steps
The AI breaks down complex tasks into simple steps, like guiding a user through password reset: "1. Click 'Forgot Password', 2. Enter your email, 3. Check your inbox for a reset link."
Sample Responses
The AI model generates user-friendly instructions for common scenarios, such as guiding a customer through a purchase: "Please confirm and buy your chosen credit amount."
data validation
O1-Preview
Advanced AI models like o1 - preview can enhance data quality in critical fields such as finance by applying contextual understanding and reasoning to validate complex financial records, potentially catching subtle inconsistencies that traditional rule-based systems might miss.
Enhanced Results Analysis
AI reasoning elevates data validation, offering nuanced insights beyond traditional methods.
Classify Issue
Advanced models categorize data anomalies with context-aware, intelligent pattern recognition.
Determine Accuracy
Precise issue identification and pinpointing demonstrate the model's validation capabilities.