Run agents in your enviroment
Check out this community curated collection of agentic and LLM based apps that serve as a guide for developers working with various AI frameworks and tools to instrument them with Monocle2AI and debug using Okahu. Clone the repo from Github and run in your environment.
- Clone the Github repo
- Configure required API keys in .env
- Run app or run tests on app
- Run the agent app with sample input
- See output from the app
- Explore Monocle2AI generates traces from the app using Okahu
- Evaluate agent app using Okahu
- Find issues quickly by asking Kahu agent
- Run pre-built tests for agent app
- See test results from the app with performance, budget and eval assertions
- Explore insights across tests using Okahu Cloud
- Find test failures and remediations quickly by asking Kahu agent
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LangGraph + OpenAI
A travel agent python app built with LangGraph using GPT model from OpenAI to be run locally or on CI/CD with Github Actions.
Requirements
- OpenAI API key from your OpenAI API platform. Check OpenAI > Manage > API keys.
- Okahu API key from your Okahu Cloud account. Check Okahu Portal > Settings > API keys.
- Github account to clone the repo to your IDE or run the app in Github Codespaces.
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Google ADK + Gemini
A travel agent python app built with Google Agent Development Kit using Gemini model from Google Cloud Platform to be run locally or on CI/CD with Github Actions.
Requirements
- Gemini API key from your Google AI Studio. Check Google AI Studio > API keys.
- Okahu API key from your Okahu Cloud account. Check Okahu Portal > Settings > API keys.
- Github account to clone the repo to your IDE or run the app in Github Codespaces.
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AWS Strands + Bedrock + Agentcore
Travel agent built using Kiro with Strands framework and deployed to Agentcore with Bedrock for LLM inference.
Requirements
- AWS account with Bedrock and Agentcore services. Check AWS Console.
- Okahu API key from your Okahu Cloud account. Check Okahu Portal > Settings > API keys.
- Github account to clone the repo to your IDE or run the app in Github Codespaces.
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Microsoft Agent Framework + Azure OpenAI
A travel agent python app built with Microsoft Agent framework using GPT model from Azure OpenAI to be run locally or on CI/CD with Github Actions.
Requirements
- Microsoft Azure account with Azure OpenAI service. Check Azure Portal.
- Okahu API key from your Okahu Cloud account. Check Okahu Portal > Settings > API keys.
- Github account to clone the repo to your IDE or run the app in Github Codespaces.