125 lines
3.4 KiB
Plaintext
125 lines
3.4 KiB
Plaintext
---
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title: Cohere
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description: "AgentOps provides first class support for Cohere"
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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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[Cohere](https://cohere.com) models can now be tracked with AgentOps. Explore the [Cohere API](https://docs.cohere.com) for more information.
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<Note>
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Cohere's [LLM University](https://cohere.com/llmu) is a great resource for learning about LLMs with a lot of hands on examples.
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</Note>
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<Card title="Cohere" icon="hill-rockslide" href="https://www.loom.com/share/679d65cc06f148299e8dffc459d053ab">
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First class support for Command-R-Plus
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</Card>
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# Steps to integrate Cohere with AgentOps
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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 the Cohere SDK">
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<Note>
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`cohere>=5.4.0` is currently supported.
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</Note>
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<CodeGroup>
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```bash pip
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pip install cohere
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```
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```bash poetry
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poetry add cohere
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```
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</CodeGroup>
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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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co = cohere.Client()
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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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<Warning>
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Requires `cohere>=5.4.0`
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</Warning>
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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="Run your Agent">
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Execute your program and visit [app.agentops.ai/drilldown](https://app.agentops.ai/drilldown) to observe your Agent! 🕵️
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<Tip>
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After your run, AgentOps prints a clickable url to console linking 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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## Full Examples
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<CodeGroup>
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```python chat()
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import cohere
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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co = cohere.Client()
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chat = co.chat(
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message="Is it pronounced ceaux-hear or co-hehray?"
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)
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print(chat)
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agentops.end_session('Success')
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```
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```python chat_stream()
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import cohere
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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co = cohere.Client()
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stream = co.chat_stream(
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message="Write me a haiku about the synergies between Cohere and AgentOps"
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)
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for event in stream:
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if event.event_type == "text-generation":
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print(event.text, end='')
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agentops.end_session('Success')
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```
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</CodeGroup>
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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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