# End-to-end-Medical-Ai-Chatbox

> End-to-end-Medical-Ai-Chatbox — baonguyenz-end-to-end-medical-ai-chatbox. Use this tool when you need to efficiently retrieve and rank relevant medical documents based on complex queries, leveraging advanced search capabilities and AI-powered reranking. It solves problems related to medical information retrieval, document search, and knowledge discovery, providing accurate and context-specific results. The End-to-end-Medical-Ai-Chatbox takes in natural language queries as input and outputs relevant medical documents, making it ideal for use cases such as medical research, diagnosis, and patient care.

Canonical page: https://skillsregistry.net/skills/baonguyenz-end-to-end-medical-ai-chatbox  
JSON: https://api.skillsregistry.net/v1/skills/baonguyenz-end-to-end-medical-ai-chatbox

## Description

Advanced RAG system for medical docs. Powered by Qdrant (dense vector), Neo4j (GraphRAG), BM25 (lexical), Cross-Encoder reranking, and query transformations.

## Trust

- **Trust score (0–1):** 0.54
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/BaoNguyenz/End-to-end-Medical-Ai-Chatbox)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "baonguyenz-end-to-end-medical-ai-chatbox"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/baonguyenz-end-to-end-medical-ai-chatbox` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/baonguyenz-end-to-end-medical-ai-chatbox/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt