Skip to content
Merged
Changes from all commits
Commits
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 README.md
Original file line number Diff line number Diff line change
Expand Up @@ -244,6 +244,45 @@ Instead of being a simple dashboard, the system operates as an end-to-end analyt
[-]() enriches them with hybrid retrieval (TF-IDF + BM25 + FAISS semantic search with multilingual PT-BR embeddings), FII PT-BR sentiment and explainable marketing intelligence signals <br>
[-]() exposes results via [**FastAPI + RAG + Groq chatbot + Streamlit**]()

<br>

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

graph LR

SRC["21 SOURCES<br/>RSS • Scraping • Social"]:::setup

PIPE["NLP PIPELINE<br/>PySpark • MapReduce<br/>TF-IDF • BM25 • FAISS"]:::gold

GOLD["GOLD LAYER<br/>Parquet artifacts"]:::bronze

API["FASTAPI<br/>REST + RAG"]:::dash

DASH["STREAMLIT<br/>Analytics Dashboard"]:::dash

LLM["LLM LAYER<br/>Groq + Gemini"]:::llm

SRC --> PIPE --> GOLD
GOLD --> API
GOLD --> DASH
API --> LLM
DASH --> LLM

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><br>


Expand Down
Loading