nuhmanpk’s gists

nuhmanpk / rag.py

Created August 2, 2025 16:45

rag using langchain and ollama

	import streamlit as st
	import time

	from langchain_community.document_loaders import SeleniumURLLoader
	from langchain_text_splitters import RecursiveCharacterTextSplitter
	from langchain_core.vectorstores import InMemoryVectorStore
	from langchain_ollama import OllamaEmbeddings
	from langchain_core.prompts import ChatPromptTemplate
	from langchain_ollama.llms import OllamaLLM

nuhmanpk / code_exec.ts

Created May 10, 2025 11:34

	import { GoogleGenAI } from "@google/genai";

	const ai = new GoogleGenAI({ apiKey: process.env.GEMINI_API_KEY });

	let response = await ai.models.generateContent({
	model: "gemini-2.0-flash",
	contents: [
	"Given the sentence 'hello world, this is an example sentence', find the longest word, count the vowels in it, and return the product of the length of the longest word and the number of vowels."
	],
	config: {

nuhmanpk / gemini_tool_calling.ts

Created May 10, 2025 09:07

	import 'dotenv/config';
	import { GoogleGenAI, Type } from '@google/genai';

	const ai = new GoogleGenAI({ apiKey: process.env.GEMINI_API_KEY });

	const getCoordinatesFunction = {
	name: 'get_coordinates',
	description: 'Find latitude and longitude of a city.',
	parameters: {
	type: Type.OBJECT,

nuhmanpk / tool_calling.js

Last active April 1, 2025 12:24

	// 1️⃣ Import the OpenAI SDK
	import { OpenAI } from "openai";

	// 2️⃣ Initialize the OpenAI client
	const openai = new OpenAI();

	// 3️⃣ Define our two tools:
	// a. get_coordinates: To find the latitude and longitude for a given city.
	// b. get_weather: To get the current temperature using the coordinates.
	const tools = [

nuhmanpk / session_string.py

Last active June 30, 2024 10:20

Generate Pyrogram Session string using Bot token or Phone Number

	from pyrogram import Client

	# get these values from api.telegram.org
	api_id = "API_ID"
	api_hash = "API_HASH"


	async def main():
	async with Client(":memory:", api_id=int(api_id), api_hash=api_hash) as app:
	# Generate the session string

nuhmanpk / handwriting.py

Created June 11, 2023 06:40

	import pyrogram
	import pywhatkit

	# Replace with your Pyrogram API credentials
	API_ID = 'YOUR_API_ID'
	API_HASH = 'YOUR_API_HASH'
	BOT_TOKEN = 'YOUR_BOT_TOKEN'

	# Initialize the Pyrogram client
	app = pyrogram.Client('my_bot', api_id=API_ID, api_hash=API_HASH, bot_token=BOT_TOKEN)

nuhmanpk / app.component(initial).html

Created September 5, 2022 07:40

AppModule

	<lib-ngx-image-zoom
	[thumbImage]='imageUrl' [fullImage]=imageUrl maxZoomRatio="10" magnification="1"
	enableScrollZoom="true" altText="img-not-found">
	</lib-ngx-image-zoom>

nuhmanpk / broadcast.py

Last active November 10, 2024 17:08

Broadcasting in Bots Pyrogram

	from userbase import present_in_userbase, add_to_userbase, get_users # userbase.py is Attached below
	import time

	@bughunter0.on_message(filters.private & filters.command('broadcast') & filters.user(OWNER) & filters.reply)
	async def broadcast(client: bughunter0, message: Message):
	broadcast_msg = message.reply_to_message
	txt = await message.reply(text = 'Staring....')
	user_ids = await get_users()
	success = 0
	deleted = 0

nuhmanpk / ForceSub.py

Last active December 27, 2024 18:04

Add Force Subscribe To Your Bot

	import pyrogram
	from pyrogram import Client, filters
	from pyrogram.types import InlineKeyboardMarkup, InlineKeyboardButton
	from pyrogram.types import User, Message
	from pyrogram.errors import UserNotParticipant


	UPDATE_CHANNEL= "channel name without '@'"
	# Follow me on Github - Github.com/nuhmanpk
	# Join @BugHunterBots for more

Nuhman Pk nuhmanpk