Prashant jacob

Art is the unfairness of fate

[Prashant jacob @Prashantjacob8]

Full writeup + code:
https://t.co/U4MipzIm4m
Would love to hear where this breaks on your data.

[Prashant jacob @Prashantjacob8]

Static RAG kept answering with the old-correct chunk after ground truth shifted.
Accuracy stuck at 42%.
Added a feedback loop with Thompson sampling + decay. Recovered to 73%.
Full breakdown in the thread below
#RAG #LLM

[Prashant jacob @Prashantjacob8]

Limits:
• Reranks what retrieval already surfaced. If your embeddings miss the right chunk, feedback can't save you.
• Needs enough feedback volume per query cluster to learn.
• Cold start = plain retrieval.

[Prashant jacob @Prashantjacob8]

@zomato
Zomato: Something went wrong.
Me (Business Analyst):
‘Okay but where’s the error code, logs, root cause, acceptance criteria, Jira ticket, and ETA?’ 🤡
Hunger: Immediate. 😂

[Shashi Tharoor @ShashiTharoor]

Singapore's AI-powered legal research platform, #Lawnet, is a game-changer. Its Gen AI features allow legal professionals to conduct research more efficiently by asking questions in natural language and getting instant, sourced answers from case law and legislation.

With over 5 crore cases pending, India's legal system is in urgent need of innovation. The Indian government, judiciary, and legal community must explore the possibility of a similar AI-driven platform. This could be a powerful tool to significantly reduce judicial pendency and the inordinate delays that plague our justice system.

#India #JudicialReforms #Law #AIForGood #DigitalIndia

[Prashant jacob @Prashantjacob8]

Transcript Extractor extension now supports @YouTube & @Coursera!
✅ Bulk-download transcripts from all your courses
✅ Organize them for study or AI tools
✅ Works with Udemy, YouTube, Coursera
It's your ultimate learning companion.
#ChromeExtension #OpenSource

[Prashant jacob @Prashantjacob8]

Most online learning platforms have transcripts.
None of them make it easy to actually use those transcripts.
Copy-pasting line by line isn’t note-taking — it’s wasted time.

I decided to fix that
#BuildInPublic #EdTech #Productivity

[Prashant jacob @Prashantjacob8]

Made a small upgrade to Transcript Extractor today:

switched from fixed line splits → word-based chunking (~55 words)

no more tiny orphan chunks

cleaner + more consistent output

Keeping things lightweight and fully in-browser.
#BuildInPublic #LearningTools #RAG #LocalFirst

[Prashant jacob @Prashantjacob8]

🚀 I built Transcript Extractor — a Chrome extension that pulls lecture transcripts in one click.

✅ Single video mode → instant transcript, no copy-paste pain
✅ Bulk mode → grab transcripts from multiple lectures at once (huge time-saver)
🔗 https://t.co/OFkkKn4AFj

[Ministry of Education @EduMinOfIndia]

Keeping the current pandemic situation in mind, Secretary, #HigherEducation, @EduMinOfIndia Shri Amit Khare Ji has urged the Higher Education Institutions to postpone all offline examinations scheduled in the month of May, 2021.

[NDTV @ndtv]

#DiegoMaradona

[Hindustan Times @htTweets]

#SushantSinghRajput death case: Over 80k fake accounts created to discredit Mumbai police probe

(report by @surajojhaa)

https://t.co/BMkB7Qq4ES

[Jayasree Vijayan @JayasreeVijayan]

Any resemblance to anyone.... I am not responsible guys & gals 😂😂
https://t.co/SFMC3xp1ox

[NDTV @ndtv]

Covid Deaths In India Near 1 Lakh; 1,095 Deaths, 81,484 Cases In 24 Hours https://t.co/za7w3lS5mc

#COVID19

[The Hindu @the_hindu]

Legendary playback singer #SPBalasubrahmanyam, known popularly as #SPB, passed away at a private hospital at 1:04 p.m. in Chennai on Friday, at the age of 74

#RIPSPB
https://t.co/CUh1EvmBsm

[Parvathi Benu (ParBen) @ParBen24]

Student who wrote apparently died of #COVID
#NEET
@11Petitioners

https://t.co/rbvjGsRIFA

[NDTV @ndtv]

US Teen Tested Positive For COVID-19. Parents Sent Him To School Anyway https://t.co/10jngsfBpT

[Gaurav Pandhi @GauravPandhi]

The 𝗧𝗛𝗨𝗚𝗦 are out to fool India again in the name of Nationalism & Atmnirbhar Bharat !!

🔹Poster is stolen from 𝗨𝗦
🔹Name & concept is taken from 𝗖𝗵𝗶𝗻𝗮
🔹Financer is 𝗖𝗮𝗻𝗮𝗱𝗶𝗮𝗻
🔹Trying to fool 𝗜𝗻𝗱𝗶𝗮𝗻𝘀
...