Semantic Search at Scale: What I Learned Building RAG Infrastructure at Microsoft Copilot

1. 1Build a semantic indexing system using RAG
2. 2Configure a vector database for efficient querying
3. 3Implement a fine-tuning process for LLMs to improve search results
4. 4Test and evaluate the performance of the RAG infrastructure
5. 5Apply optimizations to scale the search system

Search infrastructure teams and developers working on semantic search and RAG can benefit from this knowledge to improve their systems' efficiency and accuracy

💡 Scalable RAG infrastructure is crucial for efficient and accurate semantic search, and requires careful configuration and optimization

🚀 Build scalable RAG infrastructure for semantic search with these expert tips! #RAG #SemanticSearch