ArchAgent

Multi-Agent based solution for Project System Design

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User INPUT:

single prompt containg basic details what project to create

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System OUTPUT:

A Doc containing:

1. System Architecture
2. Tech Stack
3. Reasoning for every choice made
4. Cloud and advanced scaling details
5. Cost and quantity estimation

System Diagram:

1. Very accurate depiction of Architecture suggested in the above document

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Current Tech Stack:

1. LangGraph & Langchain
2. FastAPI for backend
3. Streamlit for frontend
4. Marmaid for Diagrams

User input: basic prompt >

Requirement classifier (subgraph A):

1. RAG based Requirements Creation
2. Meta Tag like: chat-system, social-media, streaming, etc...
3. Uses tools for cost and quantity estimation
4. Data Source: https://github.com/gitgik/distributed-system-design

HLD Engine (subgraph B):

1. Also RAG based system
2. Get context of the problem and metadata
3. creates a architecture description document
   • What is selected
   • Why is the 'what' selected
4. Data Source: https://github.com/binhnguyennus/awesome-scalability

Auditor (subgraph C):

1. Has predefined question to ask and check for chockepoints and bottleneck
2. Overengineering?
3. How good it really is?
4. If this passes:
   • Move forward
   • Return back to HLD engine with given concerns and problems

Diagram Engine(subgraph D):

1. Creates diagram for the given requirements
2. Evaluates the accuracy of the diagram

Finally to frontend...