decimalai 0.3.0

Open source SDK for agent dataset lifecycle management

DecimalAI Python SDK

The open source SDK for Decimal AI — the dataset control plane for agents.

Installation

pip install decimal-ai

With framework integrations:

pip install "decimal-ai[langchain]"   # LangChain/LangGraph
pip install "decimal-ai[openai]"      # OpenAI SDK
pip install "decimal-ai[all]"         # All integrations

Quick Start

import decimalai

decimalai.init(api_key="dai_sk_...")

# LangChain/LangGraph — add callback handler
from decimalai.langchain import CallbackHandler

llm = ChatOpenAI(model="gpt-4o", callbacks=[CallbackHandler()])

What It Does

• Trace capture — Auto-captures LLM calls, tool calls, and agent steps
• Version spec extraction — Auto-detects tool schemas, prompts, models, and graph topology
• Change detection — Detects when your agent configuration changes
• Replay helpers — Pull and submit replay tasks for data rescue
• Dataset export — Export clean JSONL/parquet for fine-tuning

License

MIT