COOKBOOK
Developer Cookbook
Step-by-step framework guides for building AI agents with HatiData. Pick your framework, follow the recipe, ship in minutes.
Gemini + HatiData: Fraud Detection Pipeline
Build an intelligent fraud detection agent using Google Gemini and HatiData's hybrid SQL.
CrewAI + HatiData: Supply Chain War Room
Deploy a multi-agent crew that monitors suppliers, routes, and inventory with shared memory.
LangChain + HatiData: Contract Auditor
Build a contract review agent with LangChain that analyzes clauses and maintains an immutable audit trail.
OpenAI Agents SDK + HatiData: Persistent Memory
Add persistent memory to OpenAI agents. Agents remember past conversations across sessions.
Vertex AI + HatiData: Enterprise Reasoning Engine
Build an enterprise reasoning engine with Vertex AI and HatiData. Deploy in your VPC with full compliance.
AutoGen + HatiData: Research Team
Build a multi-agent research team with AutoGen GroupChat and shared HatiData memory.
LlamaIndex + HatiData: Structured RAG
Build a RAG pipeline with LlamaIndex that queries structured SQL and semantic vector search through HatiData.
Ollama + HatiData: Air-Gapped Local AI
Run AI agents completely locally with Ollama and HatiData. Zero cloud dependencies.
Arrow-Native Queries + Polars: Zero-Copy Analytics
Query HatiData and load results directly into polars or pandas DataFrames via Apache Arrow IPC — zero parsing, full type fidelity.