Haystack

Monitor your Haystack agents with AgentOps

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

1. Install the AgentOps SDK

   pip

   pip install agentops
   

2. Install Haystack

   We currently only support Haystack 2.x.

   pip

   pip install haystack-ai
   

3. Configure your environment

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

   .env

   AGENTOPS_API_KEY=<YOUR API KEY>
   

   Read more about environment variables in Advanced Configuration

4. Add 3 lines of code

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

   python

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

5. 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.

   

   Clickable link to session

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 -

• Simple Haystack example (OpenAI)
• Haystack Azure OpenAI Chat example