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Prompt Chains

Multi-step prompt sequences for complex AI workflows.

Top Prompt Chains

Vector Search with OpenAI Embeddings in AnalyticDB 93Answer Questions with Contextual Data Retrieval 93Query OpenAI Embeddings with MyScale Vector Database 93Build Semantic Search with MongoDB Atlas Vector Search 92Visualize Data Embeddings with Kangas 82Analyze Financial Documents with LlamaIndex 81

57 tools found

Query & move data Prompt Chain

Visualize Data Embeddings with Kangas

A notebook that builds a Kangas DataGrid with 2D embedding projections, colored by score and groupable in the browser.

gpt 4o githubopenai
82 22 days ago
Free
Research & summarize Prompt Chain

Visualize AI Embeddings with Wandb

A notebook that logs embeddings to Weights & Biases and renders them as a 2D projection with PCA, UMAP, or t-SNE.

gpt 4o openaiwandb
76 29 days ago
Free
Research & summarize Prompt Chain

Analyze Financial Documents with LlamaIndex

Notebook using LlamaIndex to extract and compare insights across long SEC 10-K filings with a RAG pipeline.

gpt 3 5gpt 4o openaillamaindex
81 5 days ago
Free
Query & move data Prompt Chain

Vector Search with OpenAI Embeddings in AnalyticDB

OpenAI cookbook for using Alibaba Cloud's AnalyticDB as a vector database for OpenAI embeddings and nearest-neighbor search.

gpt 3 5 openaianalyticdbpostgres
93 last month
Free
Query & move data Prompt Chain

Build a Philosophical Quote Search and Generation Engine

OpenAI cookbook building a philosophy quote search engine and generator using vector embeddings in Cassandra/Astra DB via CQL.

gpt 3 5gpt 4 openaicassandraastra db
81 23 days ago
Free
Query & move data Prompt Chain

Index and Search Embeddings with Chroma

OpenAI cookbook indexing and searching OpenAI embeddings in Chroma, an open-source self-hosted in-memory vector database.

gpt 4o openaichroma
77 23 days ago
Free
Research & summarize Prompt Chain

Answer Questions with Contextual Data Retrieval

OpenAI cookbook comparing naive RAG, distance filtering, and HyDE for robust question answering with Chroma.

gpt 4o openaichroma
93 last month
Free
Query & move data Prompt Chain

Perform Semantic Search with Elasticsearch and OpenAI

Notebook indexing OpenAI Wikipedia embeddings into Elasticsearch and running kNN semantic search over them.

gpt 4ogemini 2 0 openaielasticsearchgithub
76 5 days ago
Free
Query & move data Prompt Chain

Query Kusto with OpenAI Embeddings for Semantic Search

A notebook using Azure Data Explorer (Kusto) as a vector database for OpenAI embeddings and cosine similarity search.

gpt 4o openaiazure data explorer
69 22 days ago
Free
Query & move data Prompt Chain

Search Movies with Vector Embeddings and Metadata Filters

Find movies by description with OpenAI embeddings in Milvus, narrowed by metadata filters like type, release year, and rating.

gpt 4o openaimilvushuggingface
72 last month
Free
Query & move data Prompt Chain

Build Semantic Search with MongoDB Atlas Vector Search

OpenAI notebook building a semantic movie-search app with MongoDB Atlas Vector Search over the sample_mflix dataset.

gpt 4o openaimongodb
92 29 days ago
Free
Query & move data Prompt Chain

Query OpenAI Embeddings with MyScale Vector Database

OpenAI cookbook for using MyScale, a ClickHouse-based SQL+vector database, for nearest-neighbor search on OpenAI embeddings.

gpt 4o openaimyscaleclickhouse
93 last month
Free