aiplanethub/beyondllm
🏗️ Frameworkaiplanethub
A comprehensive framework to build, evaluate, and observe production-ready LLM applications with ease.
BeyondLLM serves as a modular toolkit for developers working with LLMs, specifically focusing on the RAG (Retrieval-Augmented Generation) stack. The framework abstracts the complexities of data ingestion, vector database integration, and embedding generation, allowing users to focus on application logic. A core feature of BeyondLLM is its evaluation suite, which provides standardized metrics to assess the quality, relevance, and accuracy of LLM responses. Furthermore, the observation capabilities allow developers to track interactions and identify bottlenecks in real-time. By supporting various LLM providers and embedding models, it offers the flexibility needed to experiment with different architectures while maintaining a consistent evaluation pipeline. Whether you are building a chatbot, a document analysis tool, or a complex agentic system, BeyondLLM provides the necessary infrastructure to ensure your application is reliable and performant.
💡Highlights
- ├─Unified RAG pipeline builder
- ├─Built-in LLM evaluation metrics
- └─Real-time observability tools
🎯For
- ├─AI Engineers
- ├─Backend Developers
- └─Data Scientists