constacts/ragtacts
🏗️ Frameworkconstacts
A specialized RAG framework built in Clojure designed to handle evolving and dynamic data streams efficiently.
Ragtacts addresses the critical challenge of 'stale' context in RAG pipelines by focusing on data evolution. Traditional RAG systems often struggle when source documents are updated or replaced; Ragtacts provides the infrastructure to manage these changes gracefully. Written in Clojure, the framework benefits from immutable data structures and high-concurrency capabilities, making it an excellent choice for data-intensive AI applications. It facilitates the integration of LLMs with dynamic knowledge bases, allowing for seamless indexing and retrieval of information that is subject to frequent modification. Key features include efficient document versioning, streamlined ingestion pipelines for streaming data, and modular retrieval components that can be tuned for specific domain requirements. By prioritizing the lifecycle of data, Ragtacts ensures that AI agents and chatbots provide answers based on the most recent state of the truth.
💡Highlights
- ├─Optimized for evolving datasets
- ├─Functional Clojure architecture
- └─Real-time data synchronization
🎯For
- ├─Clojure developers
- ├─AI engineers
- └─Data architects