{"id":28382252,"url":"https://github.com/astrodevil/adk-agent-examples","last_synced_at":"2025-06-25T05:31:24.842Z","repository":{"id":289105314,"uuid":"969212855","full_name":"Astrodevil/ADK-Agent-Examples","owner":"Astrodevil","description":"Examples of agent apps built with different tools — powered by Google's Agent Development Kit (ADK) and Nebius AI.","archived":false,"fork":false,"pushed_at":"2025-06-05T09:34:30.000Z","size":86,"stargazers_count":15,"open_issues_count":0,"forks_count":5,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-22T06:53:41.031Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Astrodevil.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-19T16:38:50.000Z","updated_at":"2025-06-19T04:29:10.000Z","dependencies_parsed_at":"2025-06-05T10:36:21.153Z","dependency_job_id":null,"html_url":"https://github.com/Astrodevil/ADK-Agent-Examples","commit_stats":null,"previous_names":["astrodevil/adk-agent-examples"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Astrodevil/ADK-Agent-Examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Astrodevil%2FADK-Agent-Examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Astrodevil%2FADK-Agent-Examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Astrodevil%2FADK-Agent-Examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Astrodevil%2FADK-Agent-Examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Astrodevil","download_url":"https://codeload.github.com/Astrodevil/ADK-Agent-Examples/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Astrodevil%2FADK-Agent-Examples/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261812936,"owners_count":23213585,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-05-30T04:07:11.656Z","updated_at":"2025-06-25T05:31:24.832Z","avatar_url":"https://github.com/Astrodevil.png","language":"Jupyter Notebook","readme":"# ADK Agent Examples\n![Orange Bold Aesthetic Reading Vlog Youtube Thumbnail-5](https://github.com/user-attachments/assets/e9194114-c92e-4115-8f49-843976629ecf)\n\n\nFull explainer video is available on YouTube - [Analyzer Agent + ADK Intro](https://www.youtube.com/watch?v=FYhKah8FpAg), [Job Finder Agent(MistralOCR + Qwen3)](https://youtu.be/ji_hECcyTjs?si=l25jghg1wAgIc8_1). Read detailed [blog 1](https://dev.to/astrodevil/i-built-a-team-of-5-agents-using-google-adk-meta-llama-and-nemotron-ultra-253b-ec3) and [blog 2](https://medium.com/data-science-collective/i-tested-deepseek-r1-0528-built-a-job-finding-agent-with-adk-nebius-ai-linkup-76e6e62bdbba?sk=fa84bd0038671f6988e58368e14f2233)\n\nThis repository contains various agent demos built with Google's [ADK (Agent Development Kit)](https://google.github.io/adk-docs/), showcasing different patterns and capabilities for building AI agents. ADK is a flexible and modular framework that makes agent development feel more like software development. While optimized for Gemini and the Google ecosystem, it's model-agnostic, deployment-agnostic, and compatible with other frameworks. ADK enables developers to create, deploy, and orchestrate agentic architectures ranging from simple tasks to complex workflows, with features like multi-agent pipelines, tool integration, and sequential processing.\n\n## LLM Integration\n\nAll demos in this repository are powered by [Nebius AI](https://dub.sh/AIStudio) using open-source LLMs:\n\n- **Meta-Llama-3.1-8B-Instruct** - Used in most agent implementations\n- **Llama-3_1-Nemotron-Ultra-253B** - Used for advanced analysis in the Analyzer Agent\n- **Qwen3-14B** - Used for Job Finder Agent\n\nThese models are integrated via [LiteLLM](https://github.com/BerriAI/litellm), which ADK supports for connecting to various model providers.\n\n## Agent Demos\n\n| Agent | Pattern | Description | Details |\n|-------|---------|-------------|---------|\n| [Analyzer Agent](./analyzer_agent/) | 5-agent sequential pipeline | AI trends analysis with multiple data sources | [README](./analyzer_agent/README.md) |\n| [Email Agent](./email_adk_agent/) | Single agent with tool | Email integration with Resend API | [README](./email_adk_agent/README.md) |\n| [Sequential Agent](./seq_adk_agent/) | 3-agent sequential pipeline | News aggregator combining IPL and AI news | [README](./seq_adk_agent/README.md) |\n| [Multi-Tool Search](./multi_tool_search_agent/) | Root agent with delegation | Modular search with agent delegation | [README](./multi_tool_search_agent/README.md) |\n| [Job Finder](./jobfinder_agent/) | 4-agent sequential pipeline | Resume analysis and job matching | [README](./jobfinder_agent/README.md) |\n\nFor detailed information about each agent, please refer to the individual READMEs in their respective directories.\n\n## Implementation Patterns Demonstrated\n\nThis repository demonstrates several important ADK patterns:\n\n1. **Sequential Agent Chaining** - Multiple agents executing in sequence, with outputs becoming inputs for the next agent.\n2. **Tool Integration** - Using external APIs and services as tools within agents.\n3. **Agent Delegation** - A root agent delegating tasks to specialized sub-agents.\n4. **Multi-Model Approach** - Using different LLM models for different tasks based on capabilities.\n5. **Specialized Agents** - Agents designed for specific tasks like search, summary, analysis, etc.\n\n## Setup\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/Astrodevil/ADK-Agent-Examples.git\ncd ADK-Agent-Examples\n```\n\n2. Install ADK:\n```bash\npip install google-adk\n```\n\n3. Create and activate a virtual environment:\n```bash\npython -m venv .venv\nsource .venv/bin/activate  # On Windows: .venv\\Scripts\\activate\n```\n\n4. Install dependencies:\n```bash\npip install -r requirements.txt\n```\n\n5. Set up your environment variables for the agent you want to run:\n```bash\n# Example for analyzer agent\ncp analyzer_agent/.env.example analyzer_agent/.env\n```\nThen edit the `.env` file to include your API keys.\n\n## Usage\n\n### Running Agents with ADK CLI\n\n```bash\n# Dev UI - Visual interface for testing and debugging agents\nadk web\n\n# Terminal - Run agents directly in the terminal\nadk run analyzer_agent\nadk run email_adk_agent\nadk run seq_adk_agent\nadk run multi_tool_search_agent\nadk run jobfinder_agent\n\n# API Server - Create a local FastAPI server for API testing\nadk api_server\n```\n\n### API Keys Required\n\nYou'll need to set up accounts and obtain API keys for:\n\n| Service | Purpose | Required For |\n|---------|---------|--------------|\n| [Nebius AI](https://dub.sh/AIStudio) | LLM inference | All agents |\n| [Exa](https://exa.ai/) | Web search | Most agents |\n| [Tavily](https://tavily.com/) | Specialized search | Some agents |\n| [Firecrawl](https://firecrawl.dev/) | Web scraping | Analyzer agent |\n| [Resend](https://resend.com/) | Email sending | Email agent |\n| [Mistral AI](https://mistral.ai) | OCR processing | Job Finder agent |\n| [Linkup](https://www.linkup.so/) | Job search | Job Finder agent |\n\nSee each agent's README for specific requirements.\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n\n## License\n\nThis project is licensed under the MIT License - see the LICENSE file for details. \n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fastrodevil%2Fadk-agent-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fastrodevil%2Fadk-agent-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fastrodevil%2Fadk-agent-examples/lists"}