⚑ v1.0 · Multi-Agent RAG · LangGraph · 11 Agents

Your company's knowledge,
finally searchable.

CorpMind is a multi-agent RAG system that searches Gmail, Drive, Notion and Slack simultaneously β€” with graph reasoning, contradiction detection, and confidence scoring.

11 AI AgentsGraph + Vector SearchDeBERTa NLILangGraphHybrid RAG

Capabilities

Everything your team needs

Eleven specialised agents working in concert to surface the right answer from anywhere in your company's knowledge base.

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Semantic Search

Ask in plain English across Gmail, Drive, Notion and Slack simultaneously

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Knowledge Graph

Neo4j maps who knows what, decision trails, and entity relationships

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Contradiction Detection

DeBERTa NLI automatically flags when documents conflict with 0.99 confidence

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11 AI Agents

Specialized LangGraph agents coordinate to answer any question intelligently

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Confidence Scoring

Every answer comes with confidence score, source citations, and agent trail

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Hybrid Retrieval

Vector similarity + graph traversal combined for maximum retrieval accuracy

How it works

From natural language query to confidence-scored answer in seconds.

1

Your Query

Ask anything in plain English

2

Supervisor Classifies

Intent and source routing

3

Agent Routes

Specialized agents dispatched

4

Retrieval

Vector + graph search runs

5

Contradiction Check

DeBERTa NLI cross-checks

6

Answer Generated

Confidence-scored response

$ corpmind query "What did we decide about the API architecture?"

🧭 supervisor β†’ classified: drive

πŸ“ drive_agent β†’ found 3 files, 18 chunks

πŸ”€ merger β†’ combined β†’ top 10 after reranking

⚠️ contradiction_agent β†’ 0 contradictions found

πŸ’‘ answer_agent β†’ generated response (312 chars)

Agents: 5 | Chunks: 18 | Confidence: 0.72 (High) | Time: 1.2s

Built on serious tech

Production-grade open-source tools, running entirely on your machine.

AI / ML

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Qdrant

High-performance vector database

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Neo4j

Graph database for knowledge mapping

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LangGraph

Multi-agent orchestration framework

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DeBERTa NLI

Contradiction detection at 0.99 confidence

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Groq LLaMA-3.3

Ultra-fast LLM inference

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HuggingFace

Embeddings & model hub

Infrastructure

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FastAPI

Async Python API backend

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Next.js 15

React framework with App Router

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PostgreSQL

Relational storage for metadata

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Docker

Containerised local infrastructure

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Python 3.13

Latest Python runtime

Naive RAGRetrieve-and-RerankGraph RAGHybrid RAGAgentic RAGMulti-Agent RAG

Ready to try it?

Explore CorpMind with preloaded NovaTech sample data β€” no signup, no credentials.

Launch Demo β†’

Demo mode Β· Sample data preloaded Β· No signup required