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

Image Search

Image Similarity Search using CLIP

CLIP 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 Vector

OpenAI text-embedding-ada-002

Semantic Search with Sentence Transformers

Semantic Search using Sentence Transformers and Upstash Vector

Sentence Transformers HuggingFace

Semantic Search with BERT

Semantic Search with DistilBERT on HuggingFace

BERT HuggingFace

Semantic Search with OpenAI

Semantic Search with OpenAI and Upstash Vector

OpenAI 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 HuggingFace

HuggingFace Sentence Transformers

Image Similarity Search

Blog: Image Search using CLIP model on HuggingFace

HuggingFace CLIP