Przestań płacić PODWÓJNIE za AI (aplikacje na abonamencie ChatGPT i Claude)
How to Use AI Without Extra Costs
Introduction to AI Cost Management
- Julia Jakubowska introduces the concept of using AI in a cost-effective manner, emphasizing automation and integration into businesses.
- She highlights the importance of providing access to AI models when building applications or tools.
Common Method: API Key Usage
- Most users rely on API keys for accessing AI models, which incur costs based on usage—charging per token for input and output text.
- The analogy of a gym membership is used; an API key is like a pay-per-use entry while a subscription allows unlimited access within limits.
- Users often have subscriptions but still generate API keys, leading to additional charges despite having paid for access.
Alternative Approach: Agent SDK
- The Agent SDK offers a different method where applications can utilize existing subscriptions without incurring extra fees.
- This approach allows tools to operate under the same payment plan as the subscription, eliminating separate billing for each use.
Understanding Agent SDK vs. Traditional API
- Unlike traditional APIs that provide simple question-and-answer interactions, Agent SDK acts as an intelligent agent capable of performing tasks autonomously.
- The Agent SDK can read files, execute programs, and adapt its methods if initial attempts fail—functioning more like an employee than just a tool.
Practical Application Example
- Julia explains how users can build their own solutions with minimal technical knowledge by leveraging existing subscriptions and VPS (Virtual Private Server).
- A practical example involves creating an application that analyzes customer reviews about competitors to identify business opportunities.
Building the Review Analysis Tool
- Julia outlines steps to create an application that monitors competitor reviews automatically using AI analysis instead of manual searching.
- The application will regularly check for new reviews and update insights accordingly, showcasing the need for advanced AI capabilities beyond basic data collection.
Implementation Steps
- Instructions are provided on how to set up the application using specific prompts in Cloud Code while integrating with Chat GPT through Agent SDK.
Final Configuration and Testing
- After setting up Google Maps integration for review fetching, she demonstrates logging into Chat GPT from within the app interface.
Analyzing Competitor Reviews
- Once configured, Julia adds a competitor's link and initiates analysis; results include common praises and complaints from customers.
Conclusion on Cost Efficiency
- The app operates under her subscription rather than generating additional costs through API calls due to built-in login mechanisms via Agent SDK.
Legal Considerations
- Discussion around legality reveals OpenAI encourages this usage model while clarifying Antropica’s evolving policies regarding subscription use in external applications.
Summary of Subscription Policies
- Both companies currently allow users to leverage their subscriptions without incurring extra charges unless exceeding certain limits defined by their terms.
Recommendations for Automation Tools
- For those looking at automation tools like NateN, it's advised to stick with official API keys for production-level stability despite potential cost savings from using subscriptions.
Closing Remarks
- Julia invites viewers interested in learning more about implementing these strategies or needing custom automation solutions to reach out through provided links.
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