Skip to content

Update README.md #87

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
ninalopatina merged 1 commit into from
Sep 18, 2025
Merged

Update README.md #87

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
39 changes: 39 additions & 0 deletions 13-crewai-multiagent/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,45 @@ The research crew consists of 3 specialized agents, each equipped with a dedicat
- **Document Processor**: Ingests the downloaded papers into a new Contextual AI datastore and initializes a RAG agent using `ContextualAICreateAgentTool`.
- **Knowledge Assistant**: Uses `ContextualAIQueryTool` to answer user queries with responses grounded in the research papers. The tool automatically waits for document processing completion before querying.

## Architecture Diagram

```
┌─────────────┐
│ User Inputs │
│ • Topic │
│ • Question │
└──────┬──────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ CrewAI Crew (Sequential) │
│ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ Agent 1 │────▶│ Agent 2 │────▶│ Agent 3 │ │
│ │ ArXiv │ │ Document │ │ Knowledge │ │
│ │ Researcher │ │ Processor │ │ Assistant │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
│ │ │ │ │
│ ▼ ▼ ▼ │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │
│ │ArxivPaper │ │DocumentProc │ │StateAware │ │
│ │Tool │ │Tool │ │Contextual │ │
│ │ │ │ │ │Tool │ │
│ └─────────────┘ └─────────────┘ └─────────────┘ │
└─────────────────────────────────────────────────────────────┘
│ │ │
▼ ▼ ▼
┌─────────────┐ ┌─────────────────────┐ ┌─────────────┐
│ ArXiv │ │ Contextual AI │ │ Final Answer│
│ API │ │ Service │ │ (unmodified │
│ │ │ • create_with_docs │ │ response) │
│Downloads │ │ • agent_id stored │ │ │
│2 PDFs to │ │ • datastore_id │ │ │
│./arxiv_pdfs │ │ stored in │ │ │
│ │ │ PipelineState │ │ │
└─────────────┘ └─────────────────────┘ └─────────────┘
```

## Setup

1. Install dependencies:
Expand Down
Loading