Text Generation
sentence-transformers
English
rag
retrieval-augmented-generation
fastapi
react
chromadb
banking
document-intelligence
vector-search
Instructions to use thilakx/Bankoflibreo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use thilakx/Bankoflibreo with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("thilakx/Bankoflibreo") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
Download frontend/src/components/DocumentDrawer.jsx from thilakx/Bankoflibreo: direct link, hf CLI and curl.
- Browser
- Download file 5.01 kB
-
https://huggingface.co/thilakx/Bankoflibreo/resolve/main/frontend/src/components/DocumentDrawer.jsx
- Command line
-
hf download hf://thilakx/Bankoflibreo/frontend/src/components/DocumentDrawer.jsx
-
curl -L -o DocumentDrawer.jsx https://huggingface.co/thilakx/Bankoflibreo/resolve/main/frontend/src/components/DocumentDrawer.jsx
5.01 kB
| import { useState } from "react"; | |
| import { ingestKaggle as ingestKaggleAPI, deleteDocument } from "../api"; | |
| export default function DocumentDrawer({ | |
| documents, | |
| onRefresh, | |
| }) { | |
| const [ingesting, setIngesting] = useState(false); | |
| const handleIngestKaggle = async () => { | |
| setIngesting(true); | |
| try { | |
| const data = await ingestKaggleAPI(); | |
| if (data.status === "success") { | |
| alert("Bank Customer Dataset successfully ingested into ChromaDB!"); | |
| onRefresh(); | |
| } else { | |
| alert("Error: " + (data.detail || "Unknown error")); | |
| } | |
| } catch { | |
| alert( | |
| "Kaggle dataset ingestion triggered or dataset already available." | |
| ); | |
| } finally { | |
| setIngesting(false); | |
| } | |
| }; | |
| const handleDeleteDoc = async (filename) => { | |
| if (!confirm(`Delete ${filename} from ChromaDB?`)) return; | |
| try { | |
| await deleteDocument(filename); | |
| onRefresh(); | |
| } catch { | |
| alert("Error deleting file"); | |
| } | |
| }; | |
| return ( | |
| <aside className="w-80 bg-surface-container/95 border-l border-outline-variant/60 p-4 flex flex-col gap-4 shrink-0 z-30 font-['Source_Serif_4'] backdrop-blur-md"> | |
| <div className="flex items-center justify-between border-b border-outline-variant/40 pb-3"> | |
| <h3 className="font-['Bodoni_Moda'] font-semibold text-base text-primary flex items-center gap-2 tracking-wide"> | |
| <span className="material-symbols-outlined text-xl"> | |
| menu_book | |
| </span> | |
| <span>Indexed Archives</span> | |
| </h3> | |
| <button | |
| onClick={onRefresh} | |
| className="text-on-surface-variant hover:text-primary p-1 rounded-full text-xs transition-colors cursor-pointer" | |
| aria-label="Refresh documents" | |
| > | |
| <span className="material-symbols-outlined text-base">refresh</span> | |
| </button> | |
| </div> | |
| {/* Ingest Kaggle Bank Dataset Card */} | |
| <div className="bg-surface-variant/80 p-3.5 rounded-sm border border-primary-container/40 shadow-xs relative"> | |
| <div className="flex items-center gap-2 mb-2"> | |
| <span className="material-symbols-outlined text-secondary text-lg"> | |
| account_balance | |
| </span> | |
| <span className="font-semibold text-xs text-primary font-['Source_Serif_4']"> | |
| Bank Customer Dataset | |
| </span> | |
| </div> | |
| <p className="text-[11px] text-on-surface-variant mb-3 leading-relaxed"> | |
| Load{" "} | |
| <code className="text-[10px] bg-surface-container px-1 py-0.5 rounded border border-outline-variant/30"> | |
| garimam/bank-customer-dataset | |
| </code>{" "} | |
| into ChromaDB. | |
| </p> | |
| <button | |
| onClick={handleIngestKaggle} | |
| disabled={ingesting} | |
| className="w-full bg-primary text-on-primary hover:bg-primary-container hover:text-on-primary-container text-xs font-semibold py-1.5 rounded-sm transition-all flex items-center justify-center gap-1 disabled:opacity-50 cursor-pointer" | |
| > | |
| {ingesting ? ( | |
| <> | |
| <span className="material-symbols-outlined animate-spin text-sm"> | |
| progress_activity | |
| </span> | |
| Ingesting... | |
| </> | |
| ) : ( | |
| <> | |
| <span className="material-symbols-outlined text-sm"> | |
| download | |
| </span> | |
| Ingest Bank Dataset | |
| </> | |
| )} | |
| </button> | |
| </div> | |
| {/* File List Container */} | |
| <div className="flex-1 overflow-y-auto scrollbar-hide flex flex-col gap-2"> | |
| <div className="text-xs font-semibold text-on-surface-variant uppercase tracking-wider mb-1 font-['Bodoni_Moda']"> | |
| Indexed Documents | |
| </div> | |
| {documents && documents.length > 0 ? ( | |
| documents.map((doc) => ( | |
| <div | |
| key={doc} | |
| className="bg-surface/80 p-2.5 rounded-sm border border-outline-variant/40 flex items-center justify-between shadow-xs" | |
| > | |
| <div className="flex items-center gap-2 overflow-hidden"> | |
| <span className="material-symbols-outlined text-secondary text-base"> | |
| description | |
| </span> | |
| <span className="truncate font-medium text-primary text-xs"> | |
| {doc} | |
| </span> | |
| </div> | |
| <button | |
| onClick={() => handleDeleteDoc(doc)} | |
| className="text-on-surface-variant/50 hover:text-error p-1 transition-colors cursor-pointer" | |
| aria-label={`Delete ${doc}`} | |
| > | |
| <span className="material-symbols-outlined text-sm"> | |
| delete | |
| </span> | |
| </button> | |
| </div> | |
| )) | |
| ) : ( | |
| <div className="text-on-surface-variant italic py-4 text-center text-xs"> | |
| No documents uploaded yet | |
| </div> | |
| )} | |
| </div> | |
| </aside> | |
| ); | |
| } | |