Prompt Chains

Index and Search Data with Qdrant Embeddings

OpenAI cookbook demo flow for embedding data and indexing/searching it in a local Qdrant instance with payload metadata.

gpt 4o qdrantdocker

Index and Search Embeddings with Redis

OpenAI cookbook demo flow for embedding data and running vector plus hybrid search in Redis with RediSearch.

gpt 4o redisopenai

Integrate Redis as a Vector Database with OpenAI

An intro OpenAI Cookbook notebook to Redis as a vector database - deployment options, index creation, and the FLAT vs HNSW tradeoff.

gpt 4o redisopenai

81 last month

Query Redis with OpenAI Embeddings

OpenAI cookbook running hybrid vector-plus-lexical search queries on Redis with an e-commerce OpenAI-embedded dataset.

gpt 4o redisopenai

Integrate OpenAI Embeddings with Tair Vector Database

A notebook using Tair, Alibaba Cloud's in-memory vector database, to store and nearest-neighbor search OpenAI embeddings.

gpt 4o openaitair

73 12 days ago

gpt 4o openaiweaviatedocker

Index and Search Data with Weaviate Embeddings

OpenAI cookbook demo flow for indexing and searching OpenAI embeddings in a self-hosted Weaviate instance.

Integrate Weaviate with OpenAI for Vector Search

OpenAI cookbook using Weaviate's text2vec-openai module to auto-vectorize and semantically search unvectorized data.

gpt 4o openaiweaviate

gpt 4o openaizillizpymilvus

Query Movies with Embeddings and Metadata Filters

Notebook combining OpenAI embeddings with Zilliz metadata filtering to search over 8,000+ movie descriptions.

72 8 days ago