Embeddings

concepts · 5 notes linked

Related: Openai · Langchain · Prompt Engineering · Clip · Simon Willison · Drew Breunig · Vector Similarity Search · Semantic Search

Notes

• Chat with your data using OpenAI, Pinecone, Airbyte and Langchain — RAG pipeline tutorial with Airbyte and Pinecone
• Collaborative Filtering — Machine Learning | Google for Developers — User-item embedding learning via collaborative similarity without hand-engineering
• Finding Bathroom Faucets with Embeddings — Using CLIP embeddings to build image-similarity product navigation tool
• Must-Have Prompt Engineering Skills for 2024 — In-demand prompt engineering skills, platforms, and tools
• What is nn.Embedding really? — PyTorch embedding layer as efficient lookup-based linear layer equivalent