Prompt Chains

Build Supply-Chain Copilot with Databricks & OpenAI

OpenAI Cookbook building a supply-chain copilot agent over Databricks Unity Catalog functions via Databricks Managed MCP servers.

gpt 4o openaidatabricks

93 10 days ago

Workflows Prompt Chain

Convert Knowledge Bases into Executable LLM Routines

OpenAI cookbook using o1 to zero-shot convert knowledge base articles into step-by-step, function-calling LLM routines.

gpt 4o openai

80 2 months ago

Workflows Prompt Chain

Build Governed AI Agents with Scaffolding

Cookbook for building governed AI agents: specialist agents, tracing, centralized guardrails, eval-driven tuning, and red-teaming.

gpt 4o openai

76 last month

Integrations Prompt Chain

Orchestrate Multi-Tool Responses with RAG

An OpenAI cookbook routing queries between web search and a Pinecone vector database via the Responses API's multi-tool orchestration.

gpt 4o openaipineconehuggingface

91 2 days ago

Augment Conversations with Web Search and Summarization

OpenAI guide introducing the Responses API - stateful multi-turn conversations, hosted tools, and multimodal interactions in a single API call.

gpt 4o gpt-4o

90 15 days ago

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 2 months ago

Visualize AI Embeddings with Wandb

OpenAI Cookbook notebook that logs embeddings to Weights & Biases and visualizes them with its Embedding Projector (PCA, UMAP, t-SNE).

gpt 4o openaiwandb

81 10 days ago

gpt 3 5gpt 4o openaillamaindex

Analyze Financial Documents with LlamaIndex

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

81 last month

gpt 3 5 openaianalyticdbpostgres

Vector Search with OpenAI Embeddings in AnalyticDB

OpenAI cookbook guide storing OpenAI embeddings in Alibaba Cloud AnalyticDB, a PostgreSQL-compatible distributed vector database, and searching them.

71 15 days ago

gpt 3 5gpt 4 openaicassandraastra db

Build a Philosophical Quote Search and Generation Engine

OpenAI Cookbook notebook building a philosophy-quote finder and generator using vector search directly via CQL on Cassandra or Astra DB.

93 10 days ago

Index and Search Embeddings with Chroma

OpenAI cookbook notebook walking through embedding data and indexing/searching it in Chroma, an open-source, self-hosted, in-memory vector database.

gpt 4o openaichroma

93 10 days ago

Answer Questions with Contextual Data Retrieval

OpenAI Cookbook notebook comparing four RAG approaches over the SciFact dataset in Chroma, culminating in HyDE-based retrieval for scientific claims.

gpt 4o openaichroma

93 24 days ago