Fragaria

Fragaria is a powerful and flexible Chain of Thought (CoT) reasoning API that leverages various Language Model (LLM) providers and incorporates Reinforcement Learning (RL) techniques to solve complex problems and answer intricate questions. Named after the botanical genus of strawberries, Fragaria pays homage to the famous “How many ‘r’s in strawberry?” problem, symbolizing its ability to tackle both simple and complex queries with equal finesse.

Features

• Multi-Provider Support: Seamlessly switch between OpenAI, Groq, and Together.ai as LLM providers.
• Chain of Thought Reasoning: Employ sophisticated CoT techniques to break down and solve complex problems.
• Reinforcement Learning: Utilize RL algorithms to continuously improve problem-solving strategies and adapt to new challenges.
• Adaptive Learning: Enhance performance over time through a SQLite-based scoring system integrated with RL techniques.
• Configurable: Easy-to-update YAML configuration file for flexible setup of both LLM and RL parameters.
• OpenAPI Documentation: Comprehensive API documentation with Swagger UI and ReDoc.
• CORS Support: Built-in Cross-Origin Resource Sharing for easy integration with web applications.