Improving Ask Astro: The Journey to Enhanced Retrieval Augmented Generation (RAG) with Cohere Rerank, Part 4
- David Xue Machine Learning Engineer
Since its initial release, Ask Astro, Astronomer's chat assistant has been a popular tool for developers seeking answers about Apache Airflow. Though with additional usage came the need for a more refined document retrieval — here's how we took the AI chatbot to the next level by integrating Cohere Rerank and Hybrid Search from Weaviate into our existing system.