ComposioHQ/composio
Composio provides SDKs for building AI agents capable of interacting with over 1000 tools, offering capabilities like tool search, context management, and authentication across various AI frameworks.
Awesome Infra for AI › Workflow Orchestration for AI
GoogleCloudPlatform/agent-starter-pack
The GoogleCloudPlatform/agent-starter-pack offers production-ready templates for building and deploying generative AI agents on Google Cloud. It aims to accelerate agent development by providing pre-configured infrastructure, continuous integration/continuous deployment (CI/CD) pipelines, observability features, and security best practices, allowing developers to concentrate on agent logic. The project includes templates for various agent types like ReAct, RAG (Retrieval Augmented Generation), and multi-agent systems, supporting frameworks such as Google's Agent Development Kit (ADK) and LangChain's LangGraph. Key features include automated CI/CD setup for Google Cloud Build and GitHub Actions, data pipelines for RAG embeddings with Vertex AI Search and Vector Search, and integrations with Vertex AI evaluation tools for experimenting with agents. The project guides users from rapid agent creation to experimentation, deployment, and customization, emphasizing a streamlined development lifecycle. It also supports enhancing existing agents with production-ready deployment and infrastructure. While the project is shifting to "maintenance mode" with active development moving to the new `agents-cli`, it still provides a comprehensive set of tools and best practices for operationalizing AI agents on Google Cloud, including monitoring, observability, and security features for deployments on Cloud Run or Agent Engine. It offers pre-built agent templates, an interactive playground, and integrates with Google Cloud services to provide a robust environment for agent operations. The focus is on the operational aspects of AI agents rather than the training phase, making it relevant for MLOps and LLMOps practices concerning inference and deployment.
https://github.com/GoogleCloudPlatform/agent-starter-pack
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