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huangjeff5 merged 1 commit into from
Aug 7, 2026
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docs: update intro tagline and streamline samples section #11

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12 changes: 6 additions & 6 deletions README.md
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# Genkit Python SDK

Build production-ready AI applications in Python with type-safe flows, structured outputs, and integrated observability.
Genkit is Google's open-source framework for building full-stack, AI-powered and agentic applications for any platform.

[Documentation](https://genkit.dev/docs/python/get-started/) | [Samples](samples/) | [Discord](https://discord.gg/qXt5zzQKpc) | [Report Issue](https://github.com/genkit-ai/genkit-python/issues)

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## Exploring Samples & Onboarding

Browse runnable, real-world applications in [`samples/`](samples/):
Jumpstart your app with copy-pasteable reference implementations in [`samples/`](samples/):

- **[Basic Flows](samples/basic-flows)**: Text generation, structured output, and tool calling
- **[Model Providers](samples/)**: Integrations for Gemini, Anthropic, OpenAI, Ollama, and Vertex AI
- **[Agentic Workflows](samples/agents)**: Multi-turn agents, session memory, and approval interrupts
- **[Web Frameworks](samples/)**: Integrations with FastAPI, Flask, and Django
- **[Basic Flows](samples/basic-flows)**: Text generation, real-time streaming, structured Pydantic schemas, and type-safe tools
- **[Agents](samples/agents)**: Autonomous multi-turn agents, session state persistence, and memory
- **[Multimodal & Advanced Gemini](samples/google-genai-media)**: Multimodal media processing, context caching, and code execution
- **[Model Evaluation](samples/evaluators)**: Automated quality evaluation, scoring metrics, and assertion suites

### Running Samples Locally

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