On Choosing the Right AI Embedding Platform: A Developer's Guide

Written by webtwo | Published 2025/10/03
Tech Story Tags: ai-embedding-platform | pinecone | weaviate | openai | openai-embeddings | vector-databases | developer-ai-embedding | developer-ai-embed-platform

TLDROpenAI generates embeddings ($0.02/1M tokens), Pinecone offers managed vector storage ($50+/month), and Weaviate provides open-source flexibility with hybrid search ($25+/month). Choose Pinecone for zero-ops simplicity, Weaviate for GraphQL APIs and on-premise deployment. Both handle billion-scale vectors with sub-100ms latency. Common pitfalls: poor chunking strategy, mixing embedding models, and ignoring rate limits during initial indexing.via the TL;DR App

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Written by webtwo | Publishing about the current state of the internet. How we got here, and why Web3 may just be a passing trend.
Published by HackerNoon on 2025/10/03