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FabianaCampanari merged 1 commit into from
Jun 30, 2026
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Update README.md #410

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101 changes: 39 additions & 62 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -413,91 +413,68 @@ In the documented reference execution, the [Google News RSS fallback]() generate
<br>

```mermaid
flowchart LR
%%{init:{
'theme':'dark',
'themeVariables':{
'background':'#090d13',
'primaryTextColor':'#F5F7FA',
'lineColor':'#2dd4bf'
}}}%%

%%────────────────────
%% Styles
%%────────────────────
classDef source fill:#0f172a,stroke:#22d3ee,color:#ffffff,stroke-width:3px;
classDef bronze fill:#2b1d0e,stroke:#cd7f32,color:#ffffff,stroke-width:3px;
classDef silver fill:#1e293b,stroke:#c0c0c0,color:#ffffff,stroke-width:3px;
classDef gold fill:#2b2505,stroke:#ffd700,color:#ffffff,stroke-width:3px;
classDef serving fill:#0f172a,stroke:#22d3ee,color:#ffffff,stroke-width:3px;
graph TD

%%────────────────────
%% Sources
%%────────────────────
A["📡 21 Monitored Sources<br/>RSS • Scraping • Reddit"]:::source
NB00["NB00<br/>21 DATA SOURCES<br/>RSS • Scraping • Reddit"]:::setup

%%────────────────────
%% Bronze
%%────────────────────
subgraph Bronze["🥉 Bronze Layer"]
B["NB01<br/>Raw Acquisition<br/>Parquet • data/external"]:::bronze
end
NB01["NB01<br/>BRONZE INGESTION<br/>feedparser • BS4 • PRAW"]:::bronze

%%────────────────────
%% Silver
%%────────────────────
subgraph Silver["🥈 Silver Layer"]
C["NB02<br/>Cleaning & Validation"]:::silver
NB02["NB02<br/>CLEANING LAYER<br/>Normalization • Quality Gates"]:::silver

D["NB03<br/>MapReduce<br/>Word Count"]:::silver
NB03["NB03<br/>MAPREDUCE<br/>Word Count"]:::silver

E["NB04<br/>Hybrid Retrieval<br/>TF-IDF • BM25 • FAISS"]:::silver
NB04["TF-IDF + BM25<br/>Retrieval Index"]:::gold

F["NB05<br/>Contextual Sentiment"]:::silver
end
NB05["SENTIMENT<br/>PT-BR Lexicon"]:::gold

%%────────────────────
%% Gold
%%────────────────────
subgraph Gold["🥇 Gold Layer — Market Intelligence"]
G["NB06<br/>Marketing Intelligence<br/>3-Layer Relevance"]:::gold
NB06["MARKETING INTELLIGENCE<br/>Signals • Funnel • Insights"]:::gold

H["NB07<br/>Dashboard Dataset<br/>Semantic + Hybrid Scores"]:::gold
end
NB07["DASHBOARD DATASET<br/>Plotly Validation"]:::dash

%%────────────────────
%% Serving
%%────────────────────
subgraph Serving["🚀 Serving Layer"]
I["FastAPI<br/>REST API"]:::serving
API["FASTAPI<br/>REST API"]:::dash

J["Streamlit<br/>Dashboard UI"]:::serving
ST["STREAMLIT<br/>Dashboard"]:::dash

K["Groq + Llama 3.1<br/>Hybrid RAG Chatbot"]:::serving
end
BOT["GROQ CHATBOT<br/>GPT-OSS-20B"]:::llm

%% Flow
A --> B
NB00 --> NB01 --> NB02

B --> C
NB02 --> NB03
NB02 --> NB04
NB02 --> NB05

C --> D
C --> E
C --> F
NB03 --> NB06
NB04 --> NB06
NB05 --> NB06

D --> G
E --> G
F --> G
NB06 --> NB07
NB07 --> API
NB07 --> ST

G --> H
API --> BOT
ST --> BOT

H --> I
H --> J

I --> K
J --> K

linkStyle default stroke:#22d3ee,stroke-width:2px
classDef setup fill:#0d2137,stroke:#00d2ff,color:#F5F7FA,stroke-width:2.5px;
classDef bronze fill:#2a1512,stroke:#a85a4a,color:#F5F7FA,stroke-width:2.5px;
classDef silver fill:#1b2430,stroke:#b0b7c3,color:#F5F7FA,stroke-width:2.5px;
classDef gold fill:#2a2208,stroke:#e6c35a,color:#F5F7FA,stroke-width:2.5px;
classDef dash fill:#06363d,stroke:#2dd4bf,color:#F5F7FA,stroke-width:2.5px;
classDef llm fill:#231433,stroke:#b56cff,color:#F5F7FA,stroke-width:2.5px;
```

<br>


> [!TIP
> ]
> [!TIP]
>
> Detailed architecture diagram → [docs/architecture.md](https://github.com/Quantum-Software-Development/5-cybersecurity-social-engineering-fii-marketing-intelligence-platform/blob/5e7c18a109c56f765ea7cdbf16b8a65ad41a0e2a/docs/architecture.md)

<br><br>
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