Haystack

We currently only support Haystack 2.x.

Setting Up API Keys

You’ll need API keys for AgentOps and whatever model provider you use with Haystack (e.g. OpenAI):

AGENTOPS_API_KEY: From your AgentOps Dashboard

OPENAI_API_KEY: From the OpenAI Platform (if using OpenAI models)

Set these as environment variables or in a .env file.

export AGENTOPS_API_KEY="your_agentops_api_key_here"
export OPENAI_API_KEY="your_openai_api_key_here"

AGENTOPS_API_KEY="your_agentops_api_key_here"
OPENAI_API_KEY="your_openai_api_key_here"

Then load them in your Python code:

from dotenv import load_dotenv
import os

load_dotenv()
AGENTOPS_API_KEY = os.getenv("AGENTOPS_API_KEY")
OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")

Usage

Integrating AgentOps with Haystack only takes a few lines:

import agentops
from haystack.components.generators.openai import OpenAIGenerator

agentops.init(AGENTOPS_API_KEY)

generator = OpenAIGenerator(model="gpt-4o-mini", api_key=OPENAI_API_KEY)
result = generator.run(prompt="In one sentence, what is AgentOps?")
print(result["replies"][0])

Run your script and visit the AgentOps Dashboard to monitor the trace.

Getting Started

Concepts

Integrations

Usage

Self-Hosting

Other Info

Installation

Setting Up API Keys

Usage

Examples

​Installation

​Setting Up API Keys

​Usage

​Examples

Installation

Setting Up API Keys

Usage

Examples