flowchart TD
A[User] -->|1.Submits LLM Query| B[Language Model]
B -->|2.Sends Query| C[mcp-local-rag Tool]
subgraph mcp-local-rag Processing
C -->|Search DuckDuckGo| D[Fetch 10 search results]
D -->|Fetch Embeddings| E[Embeddings from Google's MediaPipe Text Embedder]
E -->|Compute Similarity| F[Rank Entries Against Query]
F -->|Select top k results| G[Context Extraction from URL]
end
G -->|Returns Markdown from HTML content| B
B -->|3.Generated response with context| H[Final LLM Output]
H -->|5.Present result to user| A
classDef default fill:#f9f,stroke:#333,stroke-width:2px;
classDef process fill:#bbf,stroke:#333,stroke-width:2px;
classDef input fill:#9f9,stroke:#333,stroke-width:2px;
classDef output fill:#ff9,stroke:#333,stroke-width:2px;
class A input;
class B,C process;
class G output;
