Fragaria : CoT + RL = Reasoning

Fragaria : CoT + RL = Reasoning

Self-improving AI reasoning engine for developers

6 followers

Fragaria is an open-source AI reasoning API that combines Chain of Thought with Reinforcement Learning. It tackles complex problems, learns from each interaction and easily integrates with OpenAI, Groq, and Together.ai. Perfect for researchers and developers.
Fragaria : CoT + RL = Reasoning gallery image
Free
Launch Team
AppSignal
AppSignal
Built for dev teams, not Fortune 500s.
Promoted

What do you think? …

Dipankar Sarkar
Hey Product Hunt! šŸ‘‹ I'm thrilled to introduce Fragaria, a project born from the desire to push the boundaries of AI reasoning. Fragaria isn't just another language model wrapper. It's a sophisticated reasoning engine that grows smarter with every problem it solves. Here's what makes it special: 🧠 Chain of Thought (CoT) Reasoning: Fragaria breaks down complex problems into step-by-step solutions, providing transparency in its decision-making process. šŸ”„ Reinforcement Learning: Our novel approach combines CoT with RL, allowing Fragaria to continuously refine its problem-solving strategies. 🌐 Multi-Provider Support: Easily switch between OpenAI, Groq, and Together.ai as your LLM provider. šŸ“ˆ Adaptive Learning: A SQLite-based scoring system helps Fragaria remember and improve upon successful strategies. šŸ”Œ Easy Integration: With an OpenAI-compatible API, you can drop Fragaria into existing projects with minimal changes. šŸ”¬ Research-Friendly: Designed for easy experimentation with different CoT strategies and RL algorithms. šŸ–„ļø Interactive Demo: Includes a Svelte-based interface for visualizing the reasoning process. Whether you're a developer looking to enhance your AI capabilities, a researcher exploring new frontiers in machine reasoning, or just an AI enthusiast, Fragaria offers a playground for innovation. Try it out, contribute, or just explore the code: https://github.com/terraprompt/f... I'm excited to hear your thoughts and see what amazing applications you'll build with Fragaria. How would you use an AI that learns to reason better over time?
Karen Anderson
Looks like a really promising AI tool. Haven't tried it yet but the reasoning engine idea seems super useful, especially for devs. Congrats on the launch!