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多重LLM

  • A low-code AI agent platform to build, deploy, and manage data-driven virtual assistants with custom memory.
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    What is Catalyst by Raga?
    Catalyst by Raga is a SaaS platform designed to simplify the creation and operation of AI-powered agents across enterprises. Users can ingest data from databases, CRMs, and cloud storage into vector stores, configure memory policies, and orchestrate multiple LLMs to answer complex queries. The visual builder allows drag-and-drop workflow design, tool and API integration, and real-time analytics. Once configured, agents can be deployed as chat interfaces, APIs, or embedded widgets, with role-based access, audit logs, and scalability for production.
    Catalyst by Raga Core Features
    • Low-code visual agent builder
    • Pre-built data connectors
    • Vector database integration
    • Conversational memory management
    • Multi-LLM orchestration
    • Custom tool and API integration
    • Deployment as API or widget
    • Real-time analytics and monitoring
    • Role-based access control
    • Security and audit logging
    Catalyst by Raga Pro & Cons

    The Cons

    No clear information about open source availability
    Lacks visible pricing details beyond the main site link
    No obvious integrations with app stores or community platforms

    The Pros

    Provides real-time monitoring and diagnostics of agentic AI systems
    Enables testing and optimization of AI performance across scenarios
    Ensures safety by preventing biased outputs and information leaks
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