# meschoudhary/summarize-private-documents-using-rag-langchain-and-llms architecture

> Architecture diagram of the GitHub repository meschoudhary/summarize-private-documents-using-rag-langchain-and-llms, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-11-12). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/meschoudhary/summarize-private-documents-using-rag-langchain-and-llms
- Repository: https://github.com/meschoudhary/summarize-private-documents-using-rag-langchain-and-llms

## Overview

This repository presents a notebook for summarizing private documents with RAG, LangChain, and LLMs. The README and file tree identify only the notebook; without notebook excerpts, the internal stages and exact integrations cannot be verified, so the graph keeps the workflow as one component.

Main entry points: [`Summarize private documents using RAG LangChain and LLMs.ipynb`](https://github.com/meschoudhary/summarize-private-documents-using-rag-langchain-and-llms/blob/main/Summarize%20private%20documents%20using%20RAG%20LangChain%20and%20LLMs.ipynb) (RAG Summarizer)

## Diagram (Mermaid)

```mermaid
flowchart TD

node_user(("User"))
node_documents["Private Documents"]
node_summarizer["RAG Summarizer"]
node_llms{{"LLM Services"}}

node_user -->|"uses"| node_summarizer
node_documents -->|"summarizes"| node_summarizer
node_summarizer -->|"uses"| node_llms

click node_summarizer "https://github.com/meschoudhary/summarize-private-documents-using-rag-langchain-and-llms/blob/main/Summarize%20private%20documents%20using%20RAG%20LangChain%20and%20LLMs.ipynb"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_user toneBlue
class node_documents,node_llms toneIndigo
class node_summarizer toneTeal
```

## Components

### Other components

- **User**
- **Private Documents**
- [RAG Summarizer](https://github.com/meschoudhary/summarize-private-documents-using-rag-langchain-and-llms/blob/main/Summarize%20private%20documents%20using%20RAG%20LangChain%20and%20LLMs.ipynb): `Summarize private documents using RAG LangChain and LLMs.ipynb`
- **LLM Services**

## Connections

- User → RAG Summarizer: uses (evidence: `README.md`)
- Private Documents → RAG Summarizer: summarizes (evidence: `README.md`)
- RAG Summarizer → LLM Services: uses (evidence: `README.md`)