Haystack

AgentOps makes monitoring your Haystack agents seamless. Haystack, much like AutoGen, is a flexible framework that supports multiple models. For detailed installation instructions and feature overviews, refer to the Haystack documentation.

Integrating AgentOps with Haystack

Install the AgentOps SDK

pip install agentops

poetry add agentops

Install Haystack

We currently only support Haystack 2.x.

pip install haystack-ai

poetry add haystack-ai

Configure your environment

Set your API key as an .env variable for easy access.

AGENTOPS_API_KEY=<YOUR API KEY>

Read more about environment variables in Advanced Configuration

Add 3 lines of code

Make sure to call agentops.init before calling any openai, cohere, crew, etc models.

import agentops
agentops.init(<INSERT YOUR API KEY HERE>)
...
# End of program (e.g. main.py)
agentops.end_session("Success") # Success|Fail|Indeterminate

Run your agent

Execute your script and then visit app.agentops.ai/drilldown to monitor your Haystack agent in action. 🕵️

After execution, AgentOps outputs a clickable URL in the console that links directly to your session in the Dashboard.

Supported generators

OpenAI: haystack.components.generators.openai.OpenAIGenerator
Azure OpenAI Chat: haystack.components.generators.chat.AzureOpenAIChatGenerator

Full Examples

You can refer to the following examples -

Getting Started

Concepts

Integrations

Usage

Other Info

Integrating AgentOps with Haystack

Supported generators

Full Examples