My important workaround in my journey

worked perfect #worked perfect, two songs merging, excelling. ! pip install pydub --quiet ! apt install ffmpeg --quiet from pydub import AudioSegment import os # Input files ACTUAL_MP3 = "/content/actual.mp3" BACKGROUND_MP3 = "/content/background.mp3" OUTPUT_MP3 = "/content/final_with_bg.mp3" # 🎧 Volume settings (can customize) actual_gain_db = 0             # 0 dB (100% focus on actual audio) background_gain_db = -20       # -20 dB (~30% focus on background) # Actual (speech/music) focus:    100% (volume = 0 dB) # Background music focus:         ~30% (volume = -20 dB) # Users can modify `background_gain_db` for custom balance #Background Focus Approx Gain (dB) #30% focus  -20 dB #40% focus  -15 dB #50% focus  -10 dB #https://prabodhadevotee.blogspot.com/2025/04/song-plus-background-mp3-merge-pyton.html # Load actual and background audio actual = AudioSegment.from_file ( ACTUAL_MP3 ) backgrou...

  FIIs and DIIs are indeed using AI to value stocks and compare Indian markets with global peers, driven by the need for speed, accuracy, and objectivity in handling complex data. The main logic is to enhance decision-making, reduce biases, and gain a competitive edge in a volatile, data-rich environment. However, AI complements rather than replaces human expertise, and its effectiveness depends on robust models, regulatory compliance, and market conditions. For investors, monitoring FII/DII activity alongside AI-driven insights can provide a clearer picture of market trends. You're partially correct that Foreign Institutional Investors (FIIs) and Domestic Institutional Investors (DIIs) are increasingly using AI for stock valuation and investment decisions in the Indian stock market, including comparisons with global markets. However, the extent and specifics of AI adoption vary, and the logic behind it is driven by efficiency, accuracy, and competitive advantage. Let’s break it do...

kvm target endpoint , policy editor. -------------  CSRF Token Handling in API Management While exposing any back-end services, like SAP GW OData service via API Management, you have to enable server to server authentication between the back-end and API Management system. You enable the server to server authentication, so that the API consumers don't have to know the back-end system credentials, instead they can use the policy based authentication. Whenever you make a POST, PUT, and a DELETE HTTP verb, it requires a CSRF token validation from the back-end. In this section, we’ve described how to automate the CSRF token validation from the API Management layer. The policies required to enable back-end authentication from API Management. Enabling Backend Authentication from API Management 1. Create a Key value map for storing credential of back-end system.   2. Implement the following 4 policies in the target endpoint:  kvmFetch (KeyValueMapOperations): Use this policy to...

  # it worked mergeing 3 songs, with delimiter import os import yt_dlp from pydub import AudioSegment import glob # List of YouTube links and their start-end times (MM:SS format) youtube_clips = [         { "url" : "https://www.youtube.com/shorts/Fzj8mKhHd68" , "start" : "00:00" , "end" : "00:16" },     { "url" : "https://www.youtube.com/shorts/dm-ABBciR_I" , "start" : "00:00" , "end" : "00:27" },         { "url" : "https://www.youtube.com/shorts/_kjLupg3OFE" , "start" : "00:00" , "end" : "00:15" }     ] # Temporary folder for downloads temp_folder = "/content/temp/" os.makedirs ( temp_folder , exist_ok= True ) # Output final mp3 file final_output_mp3 = "/content/final_output.mp3" # Delimiter MP3 (your custom small song between clips) delimiter_mp3_path = "/conte...

  i am 42y,male, following spiritual knowledge, i have land 220sq.yards, i want to sale it to secure 1 kid education , retirement plan, safty fund(alternative if job loss) etc. 6months before i kept for sale, around 40k per sq.yard, no calls, in dec ,2024 till yesterday, today i got a call he asked, rate, i told 36k/sqyard, he said howmuch final if he would complete process in 45days, i told i will visit and tell tmrw , mean while i search similar sales in olx, i found plot num 69: with 167sqyards, 6350000; my plot number is 65 with 220yards, suggest to hold my price in tmrw's call, I hope this amount i can convert to liquditty in mutual funds ( flexi cap) after 2 years i want go with 20k/month swp.( i have plants like this). considering these. sugget me best ? ChatGPT said: Hi Deviprasad, thank you for sharing the full picture — your age, goals (kid's education, retirement safety, job fallback), current land holding (220 sq. yards), and your thought process around converting i...