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A collection of examples, notebooks, and blog posts for building with Upstash Vector.

Image Search

Image Similarity Search using CLIPCLIP HuggingFace

Learn Vector Stores

Learn How Vector Stores Work by Building a Recommendation Engine

RAG Chatbot

RAG (Retrieval Augmented Generation) Chatbot with OpenAI and Upstash VectorOpenAI text-embedding-ada-002

Semantic Search with Sentence Transformers

Semantic Search using Sentence Transformers and Upstash VectorSentence Transformers HuggingFace

Semantic Search with BERT

Semantic Search with DistilBERT on HuggingFaceBERT HuggingFace

Semantic Search with OpenAI

Semantic Search with OpenAI and Upstash VectorOpenAI text-embedding-ada-002

API Examples

Upstash Vector API Examples

Upsy

Upsy is a RAG based Slackbot which remembers all conversations.OpenAI text-embedding-ada-002

Semantic Search on Stackoverflow

Blog: Semantic Search using all-MiniLM-L6-v2 model on HuggingFaceHuggingFace Sentence Transformers

Image Similarity Search

Blog: Image Search using CLIP model on HuggingFaceHuggingFace CLIP