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Everything tagged #rag
3 articles, newest first.
InferenceFeb 12, 2025 · 3 min read
CAG Over RAG, When Speed Is the Constraint
RAG searches for information on every turn. CAG pre-computes the KV cache. Where Time-to-First-Token and conversational latency matter, caching flips the architecture.
003 min read
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
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
