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Everything tagged #embeddings

2 articles, newest first.

EngineeringNov 25, 2024 · 2 min read

Document Question-Answering with Pinecone and Gemini

Pinecone Serverless for sub-50ms vector retrieval, Google's Gemini for grounded synthesis. A complete end-to-end Python implementation with metadata filtering.

002 min read
Document Question-Answering with Pinecone and Gemini
EvaluationOct 28, 2024 · 4 min read

How Retrieval-Augmented Generation Works

A vector database, cosine similarity, and an LLM context injection. The mathematical and code mechanics of grounding language models.

004 min read
How Retrieval-Augmented Generation Works