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
File size: 5,982 Bytes
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MIT License http://www.opensource.org/licenses/mit-license.php
Author Tobias Koppers @sokra
*/
"use strict";
const util = require("util");
const deprecateContext = util.deprecate(
() => {},
"Hook.context is deprecated and will be removed"
);
function CALL_DELEGATE(...args) {
this.call = this._createCall("sync");
return this.call(...args);
}
function CALL_ASYNC_DELEGATE(...args) {
this.callAsync = this._createCall("async");
return this.callAsync(...args);
}
function PROMISE_DELEGATE(...args) {
this.promise = this._createCall("promise");
return this.promise(...args);
}
class Hook {
constructor(args = [], name = undefined) {
this._args = args;
this.name = name;
this.taps = [];
this.interceptors = [];
this._call = CALL_DELEGATE;
this.call = CALL_DELEGATE;
this._callAsync = CALL_ASYNC_DELEGATE;
this.callAsync = CALL_ASYNC_DELEGATE;
this._promise = PROMISE_DELEGATE;
this.promise = PROMISE_DELEGATE;
this._x = undefined;
// eslint-disable-next-line no-self-assign
this.compile = this.compile;
// eslint-disable-next-line no-self-assign
this.tap = this.tap;
// eslint-disable-next-line no-self-assign
this.tapAsync = this.tapAsync;
// eslint-disable-next-line no-self-assign
this.tapPromise = this.tapPromise;
}
compile(_options) {
throw new Error("Abstract: should be overridden");
}
_createCall(type) {
return this.compile({
taps: this.taps,
interceptors: this.interceptors,
args: this._args,
type
});
}
_tap(type, options, fn) {
if (typeof options === "string") {
// Fast path: a string options ("name") is by far the most common
// case. Build the final descriptor in a single allocation instead
// of creating `{ name }` and then `Object.assign`ing it.
const name = options.trim();
if (name === "") {
throw new Error("Missing name for tap");
}
options = { type, fn, name };
} else {
if (typeof options !== "object" || options === null) {
throw new Error("Invalid tap options");
}
let { name } = options;
if (typeof name === "string") {
name = name.trim();
}
if (typeof name !== "string" || name === "") {
throw new Error("Missing name for tap");
}
if (typeof options.context !== "undefined") {
deprecateContext();
}
// Fast path: only `name` is set. Build the descriptor as a literal
// so `_insert` and downstream consumers see the same hidden class
// as the string-options path, avoiding a polymorphic call site.
// Scan with `for...in` (cheaper than allocating `Object.keys`)
// to verify no other user-provided properties exist - e.g.
// webpack's `additionalAssets` - otherwise they'd be dropped.
let onlyName = true;
for (const key in options) {
if (key !== "name") {
onlyName = false;
break;
}
}
if (onlyName) {
options = { type, fn, name };
} else {
options.name = name;
// Preserve previous precedence: user-provided keys win over the internal `type`/`fn`.
options = Object.assign({ type, fn }, options);
}
}
options = this._runRegisterInterceptors(options);
this._insert(options);
}
tap(options, fn) {
this._tap("sync", options, fn);
}
tapAsync(options, fn) {
this._tap("async", options, fn);
}
tapPromise(options, fn) {
this._tap("promise", options, fn);
}
_runRegisterInterceptors(options) {
const { interceptors } = this;
const { length } = interceptors;
// Common case: no interceptors.
if (length === 0) return options;
for (let i = 0; i < length; i++) {
const interceptor = interceptors[i];
if (interceptor.register) {
const newOptions = interceptor.register(options);
if (newOptions !== undefined) {
options = newOptions;
}
}
}
return options;
}
withOptions(options) {
const mergeOptions = (opt) =>
Object.assign({}, options, typeof opt === "string" ? { name: opt } : opt);
return {
name: this.name,
tap: (opt, fn) => this.tap(mergeOptions(opt), fn),
tapAsync: (opt, fn) => this.tapAsync(mergeOptions(opt), fn),
tapPromise: (opt, fn) => this.tapPromise(mergeOptions(opt), fn),
intercept: (interceptor) => this.intercept(interceptor),
isUsed: () => this.isUsed(),
withOptions: (opt) => this.withOptions(mergeOptions(opt))
};
}
isUsed() {
return this.taps.length > 0 || this.interceptors.length > 0;
}
intercept(interceptor) {
this._resetCompilation();
this.interceptors.push(Object.assign({}, interceptor));
if (interceptor.register) {
for (let i = 0; i < this.taps.length; i++) {
this.taps[i] = interceptor.register(this.taps[i]);
}
}
}
_resetCompilation() {
this.call = this._call;
this.callAsync = this._callAsync;
this.promise = this._promise;
}
_insert(item) {
this._resetCompilation();
const { taps } = this;
const stage = typeof item.stage === "number" ? item.stage : 0;
// Fast path: the overwhelmingly common `hook.tap("name", fn)` case
// has no `before` and default stage 0. If the list is empty or the
// last tap's stage is <= the new item's stage the item belongs at
// the end - append in O(1), skipping the Set allocation and the
// shift loop.
if (!(typeof item.before === "string" || Array.isArray(item.before))) {
const n = taps.length;
if (n === 0 || (taps[n - 1].stage || 0) <= stage) {
taps[n] = item;
return;
}
}
let before;
if (typeof item.before === "string") {
before = new Set([item.before]);
} else if (Array.isArray(item.before)) {
before = new Set(item.before);
}
let i = taps.length;
while (i > 0) {
i--;
const tap = taps[i];
taps[i + 1] = tap;
const xStage = tap.stage || 0;
if (before) {
if (before.has(tap.name)) {
before.delete(tap.name);
continue;
}
if (before.size > 0) {
continue;
}
}
if (xStage > stage) {
continue;
}
i++;
break;
}
taps[i] = item;
}
}
Object.setPrototypeOf(Hook.prototype, null);
module.exports = Hook;
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