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Merged
FabianaCampanari merged 1 commit into from
Jun 30, 2026
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Update README.md #411

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23 changes: 11 additions & 12 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -423,27 +423,27 @@ In the documented reference execution, the [Google News RSS fallback]() generate

graph TD

NB00["NB00<br/>21 DATA SOURCES<br/>RSS • Scraping • Reddit"]:::setup
NB00["NB00<br/>21 DATA SOURCES<br/>RSS • Scraping • Reddit"]:::bronze

NB01["NB01<br/>BRONZE INGESTION<br/>feedparser • BS4 • PRAW"]:::bronze
NB01["BRONZE LAYER<br/>Ingestion<br/>feedparser • BS4 • PRAW"]:::bronze

NB02["NB02<br/>CLEANING LAYER<br/>Normalization • Quality Gates"]:::silver
NB02["SILVER LAYER<br/>Cleaning & Normalization<br/>Quality Gates"]:::silver

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

NB04["TF-IDF + BM25<br/>Retrieval Index"]:::gold
NB04["GOLD LAYER<br/>TF-IDF + BM25<br/>Retrieval Index"]:::gold

NB05["SENTIMENT<br/>PT-BR Lexicon"]:::gold
NB05["GOLD LAYER<br/>Sentiment Analysis<br/>PT-BR Lexicon"]:::gold

NB06["MARKETING INTELLIGENCE<br/>Signals • Funnel • Insights"]:::gold
NB06["GOLD LAYER<br/>Marketing Intelligence<br/>Signals • Funnel • Insights"]:::gold

NB07["DASHBOARD DATASET<br/>Plotly Validation"]:::dash
NB07["SERVING LAYER<br/>Dashboard Dataset"]:::dash

API["FASTAPI<br/>REST API"]:::dash
API["FASTAPI<br/>Serving Layer<br/>REST API"]:::dash

ST["STREAMLIT<br/>Dashboard"]:::dash
ST["STREAMLIT<br/>Serving Layer<br/>Dashboard"]:::dash

BOT["GROQ CHATBOT<br/>GPT-OSS-20B"]:::llm
BOT["GROQ CHATBOT<br/>LLM Layer<br/>GPT-OSS-20B"]:::llm

NB00 --> NB01 --> NB02

Expand All @@ -462,7 +462,6 @@ NB07 --> ST
API --> BOT
ST --> BOT

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;
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