Load Context Embeddings From Feather Files
load_context_embeddings_from_feather_files.Rdload_context_embeddings_from_feather_files lets you load vector data to a feather file
Details
This function provides a simple way to load vector data (embeddings) from a binary feather file, instead of using regular databases.
Examples
conn <- get_ollama_connection()
document <- "Standing proudly on the Île de la Cité in the heart of Paris,
France's capital city, lies one of the world's most beloved and historic
landmarks: the magnificent Notre Dame Cathedral. This Gothic masterpiece
has been welcoming pilgrims and tourists alike for over 850 years, since its
construction began in 1163 under King Louis VII. With its towering spires,
stunning stained glass windows, and intricate stone carvings, this beautiful
church is a testament to medieval architecture and engineering skill.
Unfortunately, a devastating fire ravaged the cathedral on April 15, 2019,
but thanks to swift action from firefighters and restoration efforts
underway, Notre Dame continues to inspire awe in those who visit her."
writeLines(document, con = "doc1.txt")
write_vectors_to_feather_file(file_name = "doc1.feather",
vector_data = generate_document_embeddings(conn,
document_path = "doc1.txt",
splitter = "paragraph"))
load_context_embeddings_from_feather_files(filenames = "doc1.feather")
#> embeddings
#> <AsIs>
#> 1: -0.02001....
#> text
#> <char>
#> 1: Standing proudly on the Île de la Cité in the heart of Paris, France's capital city, lies one of the world's most beloved and historic landmarks: the magnificent Notre Dame Cathedral. This Gothic masterpiece has been welcoming pilgrims and tourists alike for over 850 years, since its construction began in 1163 under King Louis VII. With its towering spires, stunning stained glass windows, and intricate stone carvings, this beautiful church is a testament to medieval architecture and engineering skill. Unfortunately, a devastating fire ravaged the cathedral on April 15, 2019, but thanks to swift action from firefighters and restoration efforts underway, Notre Dame continues to inspire awe in those who visit her.