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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
AWS_REGIONYesAWS region for Bedrock (must support Cohere Embed v4, Rerank 3.5, and Claude, e.g., us-west-2)
QDRANT_URLYesQdrant Cloud cluster URL (e.g., https://xyz.us-west-1-0.aws.cloud.qdrant.io)
QDRANT_API_KEYYesQdrant Cloud API key
AWS_ACCESS_KEY_IDYesAWS access key ID for Bedrock access
AWS_SECRET_ACCESS_KEYYesAWS secret access key for Bedrock access

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
ask_expertsA

Ask the mixture of domain experts a question.

The server routes the question to the most relevant expert knowledge base(s), runs hybrid retrieval + reranking, and returns the best-supported passages. EACH passage includes a citation (title, author, location). You MUST cite these sources in your answer using their bracket numbers, and answer only from them.

Args: question: The natural-language question. top_k: Max passages to return (default 8). experts: Optional list of expert names to force; omit to auto-route. synthesize: If true, the server also returns a grounded, cited answer string.

list_expertsA

List the available domain experts and how much each one knows.

get_sourceB

Fetch metadata about a cited source (to expand or verify a citation).

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription
experts_resourceBrowsable list of experts.

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