Update README.md

[swalehaparvin]

Updated the readme file with architecture

Summary by CodeRabbit

• Documentation
  • Expanded README with comprehensive documentation of the multi-agent system architecture, including component descriptions, system diagrams, key architectural concepts, and workflow instructions for research summary generation and verification.

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[coderabbitai]

📝 Walkthrough

Walkthrough

README.md expanded with comprehensive documentation explaining the ACP-based multi-agent architecture, including component descriptions, workflow interactions between CrewAI and Smolagents servers, architecture diagrams, key concepts, and usage scaffolding for the research summary generation workflow.

Changes

Cohort / File(s)	Summary
Documentation Enhancement acp-code/README.md	Added "ACP-Code Repository Explanation" section covering: framework-heterogeneous agents (CrewAI and Smolagents), core components with port assignments (8000/8001), architecture diagram, key concepts (framework-agnostic SDK, async architecture, DuckDuckGo integration), and workflow usage steps.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

Suggested reviewers

• patchy631

Poem

🐰 Hops excitedly through the markdown garden

Documentation blooms where confusion once grew,
ACP agents dancing—CrewAI and Smolagents too!
From drafting to verifying, the workflow takes flight,
A README so clear, the architecture's just right! ✨

Pre-merge checks

❌ Failed checks (1 inconclusive)

Check name	Status	Explanation	Resolution
Title check	❓ Inconclusive	The title 'Update README.md' is vague and generic, failing to convey the specific nature of the changes—a comprehensive architecture and workflow explanation for an ACP-based multi-agent system.	Use a more descriptive title like 'Add ACP architecture and workflow documentation to README' or 'Document CrewAI/Smolagents multi-agent system architecture in README'.

✅ Passed checks (2 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.

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Actionable comments posted: 0

🧹 Nitpick comments (1)

acp-code/README.md (1)

80-80: Add proper markdown heading for "Overview" section.

Line 80 lacks heading syntax and should use markdown formatting for consistency with the rest of the document.

🔎 Proposed fix

- Overview
+ ## Overview

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between a369cb6 and 2d6219e.

📒 Files selected for processing (1)

• acp-code/README.md

🔇 Additional comments (2)

acp-code/README.md (2)

85-108: Verify implementation file references and line numbers.

The documentation references specific line numbers in crew_acp_server.py (lines 8-12, 18-23, 25-29, 31-33, 36) and smolagents_acp_server.py (lines 11-16, 22, 24-25, 27, 30). Since these implementation files are not provided in this review, please verify that these line number references accurately match the actual implementation. Inaccurate references could mislead users trying to understand the codebase.

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77-152: Overall documentation quality is good.

The new "ACP-Code Repository Explanation" section provides comprehensive, well-structured documentation of the multi-agent architecture. The use of code snippets, clear descriptions of each component, the ASCII architecture diagram, and the Key Concepts summary effectively explain the system. The documentation follows a logical flow from overview → components → architecture → key concepts.