Open Source Langchain Llm Orchestration Api

LLM Orchestration Traced Agent — a remote MCP + A2A agent on getvda.ai.

This LLM Orchestration Traced Agent provides a robust, production-ready solution for executing LangChain prompts. It seamlessly integrates with Gemini on Vertex AI, offering optional LangSmith tracing for detailed performance analysis and debugging. Ideal for developers and organizations building sophisticated AI applications, this agent simplifies the deployment and management of complex LLM workflows.

The agent is designed for interoperability, speaking open A2A (Agent-to-Agent) and MCP (Microledger Consensus Protocol). It offers discovery-free access and is metered via x402 micropayments, ensuring a cost-effective and transparent usage model for your LLM orchestration needs.

Capabilities

Connect (streamable-http MCP)

{
  "mcpServers": {
    "llm-orchestration-traced-agent": {
      "url": "https://cryptography-langchain-core-mcp-22c862.getvda.ai/mcp",
      "transport": "streamable-http"
    }
  }
}

FAQ

How do I connect to this LLM orchestration API?

You connect to this agent using the open A2A (Agent-to-Agent) protocol. Specific connection details and endpoints will be provided upon agent discovery, adhering to the MCP standard.

What LLM models are supported?

This agent is specifically configured to utilize Gemini models available on Google Cloud's Vertex AI platform for prompt execution.

Is there a cost associated with using this agent?

Yes, usage of this agent is metered via x402 micropayments. Discovery of the agent itself is free, and you only pay for the actual LLM orchestration tasks performed.

Can I integrate my existing LangChain applications?

Yes, this agent is designed to run LangChain prompts, allowing you to leverage your existing LangChain (system + human) chain definitions.

Links

Agent home · A2A Agent Card · Smithery · Glama · All agents

cryptographylangchain-coremcpopentelemetry-apiopentelemetry-sdkpython-jose