Enhance the performance and cost-efficiency of large-scale Retrieval Augmented Generation (RAG) applications. Learn to integrate vector search with traditional database operations and apply techniques like prefiltering, postfiltering, projection, and prompt compression.
mongodb
projection
query-optimization
search-relevance
data-retrieval
performance-optimization
reranking
data-security
vector-search
developer-advocacy
query-processing
vector-search-engine
database-operations
prefiltering
cost-efficiency
data-retrieval-and-display
prompt-compression
rag-applications
postfiltering
large-scale-applications
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Updated
Jul 23, 2024 - Jupyter Notebook