87 lines
3.0 KiB
Plaintext
87 lines
3.0 KiB
Plaintext
---
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title: Haystack
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description: "Monitor your Haystack agents with AgentOps"
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---
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import CodeTooltip from '/snippets/add-code-tooltip.mdx'
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import EnvTooltip from '/snippets/add-env-tooltip.mdx'
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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](https://docs.haystack.deepset.ai/docs/installation).
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## Integrating AgentOps with Haystack
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<Steps>
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<Step title="Install the AgentOps SDK">
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<CodeGroup>
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```bash pip
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pip install agentops
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```
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```bash poetry
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poetry add agentops
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```
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</CodeGroup>
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</Step>
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<Step title="Install Haystack">
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<Warning>
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We currently only support Haystack 2.x.
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</Warning>
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<CodeGroup>
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```bash pip
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pip install haystack-ai
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```
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```bash poetry
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poetry add haystack-ai
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```
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</CodeGroup>
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</Step>
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<Step title="Configure your environment">
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<EnvTooltip />
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<CodeGroup>
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```python .env
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AGENTOPS_API_KEY=<YOUR API KEY>
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```
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</CodeGroup>
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Read more about environment variables in [Advanced Configuration](/v1/usage/advanced-configuration)
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</Step>
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<Step title="Add 3 lines of code">
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<CodeTooltip/>
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<CodeGroup>
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```python python
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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...
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# End of program (e.g. main.py)
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agentops.end_session("Success") # Success|Fail|Indeterminate
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```
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</CodeGroup>
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</Step>
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<Step title="Run your agent">
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Execute your script and then visit [app.agentops.ai/drilldown](https://app.agentops.ai/drilldown) to monitor your Haystack agent in action. 🕵️
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<Tip>
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After execution, AgentOps outputs a clickable URL in the console that links directly to your session in the Dashboard.
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</Tip>
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<div/>{/* Intentionally blank div for newline */}
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<Frame type="glass" caption="Clickable link to session">
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<img height="200" src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/link-to-session.gif?raw=true" />
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</Frame>
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</Step>
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</Steps>
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## Supported generators
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- OpenAI: `haystack.components.generators.openai.OpenAIGenerator`
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- Azure OpenAI Chat: `haystack.components.generators.chat.AzureOpenAIChatGenerator`
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## Full Examples
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You can refer to the following examples -
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- [Simple Haystack example (OpenAI)](https://github.com/AgentOps-AI/agentops/blob/main/examples/haystack/haystack_example.py)
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- [Haystack Azure OpenAI Chat example](https://github.com/AgentOps-AI/agentops/blob/main/examples/haystack/azure_haystack_example.py)
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<script type="module" src="/scripts/github_stars.js"></script>
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<script type="module" src="/scripts/scroll-img-fadein-animation.js"></script>
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<script type="module" src="/scripts/button_heartbeat_animation.js"></script>
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<script type="css" src="/styles/styles.css"></script>
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<script type="module" src="/scripts/adjust_api_dynamically.js"></script>
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