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Architect
Architect
May 29, 2023 · Artificial Intelligence

Understanding Embeddings and Vector Databases for LLM Applications

This article explains what embeddings and vector databases are, how they are generated with models like OpenAI's Ada, why they enable semantic search and help overcome large language model token limits, and demonstrates a practical workflow for retrieving relevant document chunks using cosine similarity.

LLMembeddingsinformation retrieval
0 likes · 7 min read
Understanding Embeddings and Vector Databases for LLM Applications
DataFunSummit
DataFunSummit
Mar 15, 2023 · Artificial Intelligence

Key Features and Capabilities of OpenAI's GPT‑4

OpenAI's GPT‑4, a large multimodal language model, expands token limits, adds image understanding, demonstrates strong reasoning on professional exams, supports many languages, and is already integrated into Microsoft Bing, while offering various access options and improved safety compared to its predecessor.

AIGPT-4Microsoft Bing
0 likes · 9 min read
Key Features and Capabilities of OpenAI's GPT‑4