Sunday, December 17, 2023

From Text to Vectors: Leveraging Weaviate for local RAG Implementation with LlamaIndex

Weaviate provides vector storage and plays an important part in RAG implementation. I'm using local embeddings from the Sentence Transformers library to create vectors for text-based PDF invoices and store them in Weaviate. I explain how integration is done with LlamaIndex to manage data ingest and LLM inference pipeline. 


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