119 lines
3.4 KiB
Plaintext
119 lines
3.4 KiB
Plaintext
---
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title: Gemini
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description: "Explore Google DeepMind's Gemini with observation via 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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[Gemini (Google Generative AI)](https://ai.google.dev/gemini-api/docs/quickstart) is a leading provider of AI tools and services.
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Explore the [Gemini API](https://ai.google.dev/docs) for more information.
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<Note>
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`google-generativeai>=0.1.0` is currently supported.
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</Note>
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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 Gemini SDK">
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<Note>
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`google-generativeai>=0.1.0` is required for Gemini integration.
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</Note>
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<CodeGroup>
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```bash pip
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pip install google-generativeai
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```
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```bash poetry
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poetry add google-generativeai
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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 google.generativeai as genai
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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model = genai.GenerativeModel("gemini-1.5-flash")
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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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<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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GEMINI_API_KEY=<YOUR GEMINI 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/>
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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 sync
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import google.generativeai as genai
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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model = genai.GenerativeModel("gemini-1.5-flash")
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response = model.generate_content(
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"Write a haiku about AI and humans working together"
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)
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print(response.text)
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agentops.end_session('Success')
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```
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```python stream
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import google.generativeai as genai
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import agentops
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agentops.init(<INSERT YOUR API KEY HERE>)
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model = genai.GenerativeModel("gemini-1.5-flash")
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response = model.generate_content(
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"Write a haiku about AI and humans working together",
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stream=True
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)
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for chunk in response:
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print(chunk.text, end="")
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agentops.end_session('Success')
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```
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</CodeGroup>
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You can find more examples in the [Gemini Examples](/v1/examples/gemini_examples) section.
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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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