Unlock the Future of AI Development with Pydantic and FastAPI 🌟
Discover a production-ready template designed for building scalable applications using Pydantic AI, FastAPI, and modern Python tooling. This layered architecture ensures seamless interaction between users and language model providers. Here’s why you should explore this solution:
- Streamlined Workflow: User requests flow through a series of well-defined services, including security layers and caching mechanisms.
- Optimized Performance: With Redis for session management and caching, the application improves speed and efficiency.
- Versatile Model Management: LiteLLM Proxy facilitates easy integration and switching between multiple LLMs (e.g., OpenAI, Anthropic, Google).
- Real-Time Monitoring: Utilize Grafana for observability, tracking container metrics and usage effectively.
Join the AI revolution! Click to explore the template and transform your development process. 🔗💡
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