About Irishpulse
Irishpulse is an MCP server in the RAG category: multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retrieval, RAGAS eval gates, Langfuse tracing, Kafka news pipeline, MCP server.
Install
git clone https://github.com/S-Shetty/irishpulseThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (13)
APIFastAPI
Parameters not published.
Agent orchestrationLangGraph
Parameters not published.
ContainerisationDocker Compose (local), Kubernetes manifests (k8s/)
Parameters not published.
Embeddingssentence-transformers/all-MiniLM-L6-v2 (local, no API key)
Parameters not published.
EvaluationRAGAS (faithfulness, answer relevancy, context precision)
Parameters not published.
Experiment trackingMLflow (R/A/G release gates)
Parameters not published.
Hybrid retrievalChromaDB dense search + BM25 reranking
Parameters not published.
LLMGroq (Llama 3.3-70b-versatile)
Parameters not published.
MCP serverFastAPI-based Model Context Protocol server
Parameters not published.
ObservabilityLangfuse (per-request LLM call tracing)
Parameters not published.
Show all 13 tools
Streaming newsKafka (Docker)
Parameters not published.
Structured outputsPydantic
Parameters not published.
Vector storeChromaDB
Parameters not published.
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