INTERNAL Webmaster

Abhi urgent need jo hai, vo yahi hai ki given a title, we are able to generate entire article for DrMalpani.com

TBMC, DrMalpani, et

@117111057871026 TBMC pe jaise pathways generation bana hua hai, new content generation from just topic bana hua hai. Similarly wordpress k liye different cheeze bani hain - rough notes based content generation. How do we extend the same benefits across all websites?

Go to: https://mail.zoho.in Use creds: ``` pankaj@beyondchats.in @BeyondChatsIn24 ``` Use this account to login to Claude.

I have a created a test user if you want it for testing - Email - beyondchatsdev@gmail.com Password - beyondchatsdev123

@267155589353519 Fixed the issue of report not being visible when the user clicks generate summary and manually refresh to load the result. Kindly check it out if you want at your end.

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Travelling so wrapping up for today

End of day - - Added all the options for article generation - ( Title/topic, url, raw notes ). All independent so you can provide any one or two and the pipeline would work. - Added a new view to edit articles using Tiptap ( a headless, ProseMirror-based rich-text editor for React.) - UI/UX changes and bug fixes. - Fixed the DrMalpani Avatar issue on AI twin looking zoomed out and quality improvement on the way it looks. - Integrated the RAG llm into the AI Twin so all the answers are now said by the rag llm only. We can keep improving that rag llm and we'll evolve the AI Twin answers togeth…

@102095734710467 Updates - - Integrated the RAG llm into the AI Twin so all the answers are now said by the rag llm only. We can keep improving that rag llm and we'll evolve the AI Twin answers together. Please review it at your end

Okay

Seo plugins handle those, ( aioseo, yoast ) etc. meta tags as well as og graphs and other.

Also, please have a default brand voice, taking drmalpani content generation prompt as base

No, I generated for pankajbaranwal.com I have added brand voice

You can insert the prompt here and save it to generate the content on basis of this , one for each site and all the generation are based on this. Since nothing is here so all the generation are generic.

Feedback on the seoforge tool: the article that got generated was very poor. Please add the following: 1. Option to regenerate with additional prompt 2. ⁠Show option to edit all prompts hardcoded in code on a per-site basis 3. ⁠Option to regenerate Image based on custom prompt / feedback.

Fixing it myself for now

Please don’t use me as your tester

🙁

❯ I meant the run. A new content generation has been scheduled for pankajbaranwal.com Searched for 1 pattern, ran 6 shell commands ● Run #2 is stuck in queued status — it was created ~today at 09:32 but hasn't started. This is likely because the worker is running stale code. Since the api was rebuilt 2 hours ago, the worker may not have picked up the job properly. Let me check the worker logs: Ran 1 shell command ● The worker is failing with ModuleNotFoundError: …

Working on it

What about this?

Lots of fluff and platitudes when the avatar speaks. It's important to signal empathy but you might want to be a little more creative about the phrases you use.

Good job!

This is how it looks now on both the desktop and mobile

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Update - - Fixed the DrMalpani Avatar issue on AI twin looking zoomed out and quality improvement on the way it looks.

If you try it out , please either clear your browser cache once so you do not get the stale cached version

Updates - - Added all the options for article generation - ( Title/topic, url, raw notes ). All independent so you can provide any one or two and the pipeline would work. - Added a new view to edit articles using Tiptap ( a headless, ProseMirror-based rich-text editor for React.) - UI/UX changes and bug fixes.

Okay

And also add link where we can test the chatbot

@117111057871026 Please update KB_RAG repo to include the image you had shared of the pipeline as part of readme

Thanks

This

And did you share minutes of our call from yesterday?

On it

SEOForge pehle kr lena

Tasklist - - Work on SEOForge new features - Fix too much zoomed out issue on drmalpani AI avatar on phone - Fix the IVF report analyzer issue flagged by devanshu - RAG Engine and other fixes for the AI Twin

whenever you start work

@117111057871026 Tasklist bhej dena

Okk

Abhi to power cut hai mere side, to subah dekhta hu

Umm okay 👍

Maybe just create a new account

I have email using which I logged in, but unable to recall the password

Let me recall the dummy password

@267155589353519 can u give me a credentials with which I can log in to test

Hmm ok, thanks for letting me know. Will check on this

i also tested it from my side and humare mein bhi aisa hi hai, i have to manually refresh the page to see the report

@117111057871026 please see this recording from 1:47, jab generate your reports krrte hai and my reports wale section mein user jaata hai toh shuru mein they are unable to see the uploaded reports

https://clarity.microsoft.com/shared/recording/881c77fb-2eeb-40ae-937d-c9c8c40df905

Minutes of call with pankaj sir - - Dump article raw notes , title url and generate content based on that . All things should be mutually exclusive and not coupled together so we can either provide raw notes or raw notes with title , raw notes with url or just url and all the permuation and combinations based on these and the article can be generated based on that. - Option to edit the article which the AI has generarted.

EOD - - Refactored the whole ai twin repo once again ( just for better dev experience and some optimization ) - Replaced the stale drmalpani blurred avatar that is showed when the call is being connected with the new one that we have - Fixed the issue of not being able to interrupt the agent while it is talking - Made everything live on the prod with the latest changes and all the configs set up - Working on the RAG integration and testing for the AI Twin - Working on the SEOForge platform new features

If it looks bad, i will zoom out a bit on our end

It is there by default. I had asked you before to review on whether it looks that zoomed in or i am seeing too much, but then we didn't have any convo regarding this , and i got busy in the seoforge and exam.

Why is it so zoomed in?

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Testing it out right now and fixing issues as i encounter it. Will provide further updates as the iteration proceeds

Integrate the RAG engine in the agent

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ok

I don't use anti gravity, but of course I am not just sitting for now. I have another one that I use via opencode, so using that

Jio sim pe free milta hai

antigravity pe gemini use kr lo

😕

Will do it once claude code is back ?

Chal rha hai sahi se?

@117111057871026 RAG integration status?

Hehe

🫡 claude said tata bye bye

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I was using the multiturn detector model to better detech the eou ( when the user stops talking and when agent starts speaking )and it was clashing with the VAD , so i just removed that model for now. And it works fine .

•⁠ ⁠Fixed the issue of not being able to interrupt the agent while it is talking What was the issue?

new repo structure if you wanna take a look

Updates - - Refactored the whole ai twin repo once again ( just for better dev experience and some optimization ) - Replaced the stale drmalpani blurred avatar that is showed when the call is being connected with the new one that we have - Fixed the issue of not being able to interrupt the agent while it is talking - Made everything live on the prod with the latest changes and all the configs set up

I'll evaluate seoforge and get back to you

Good work

From tomorrow I can move to the AI twin changes

The library tab now lists all the content that are optimised or generated by the platform.

End of day - - Made the frontend of seoforge more intuitive - Added new autopilot mode for scheduled content generation with the topic list based on the brand voice ( site specific) with auto generative topics queue that refills itself ( topics can also be added manually) - added dark/light mode toggle with default dark mode ( cause everybody hates light mode ) - Testing everything locally e2e and fixed the bugs while developing. - Added a drop-down in the articles tab to specify where the blogs should be published on the site. ( On what category basically eg. Blogs, building etc. that are o…

Let me know , if u find anything buggy or something else?

and also the new feature

@102095734710467 Have a look at the new SEOForge UI

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End of day - - Revamped the frontend of seoforge platform and also connected the startupmentors site to it.

Priorities for today: Wordpress ai generator updation for micelabs & startupmentors + documentation of how to replicate elsewhere + 7, 8 task

1. Ai-twin client feedback (bland response + not able to interrupt avatar) 2. ⁠Chatbot to talk to MediXcel APIs data Ex use-cases for the chatbot: -> I want to find out which patients got pregnant from the 1st of Jan to the 30th of Jan and right now I have no way of querying the database -> a patient will visit us over 4-12 months and have multiple procedures done, each of which will be documented and uploaded to MediXel. I'd like to be able to summarize that journey and share w patient.

Will check it out

This one , it should be allowing interruptions , the only time it doesn't allow it is when greeting is being played at the start

this one should be better when we integrate the RAG in it

This is for ai-twin

Also, it doesn't allow me to interrupt the avatar while it's talking?

Looks good, but it's prefacing every answer with a bland platitude like - I understand your concerns. Please cut out this faff

End of day - - Integrate the drmalpani new avatar on the AI Twin project - Test the AI Twin again end to end and fix bugs - Set up the new SEOFORGE platform for seo optimization of ccontents on wordpress sites as a unified platform service

I have set up micelabs on it for now , for you to experiment or see. Will add further sites as we proceed further into this .

The admin password and email is there on the webmaster credentials sheet

I have set up the seoforge platform on here - https://seoforge.drmalpani.com/login

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This is exciting! Please deploy it so I can start experimenting with this

@102095734710467

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Please share updates more frequently

@117111057871026 Updates?

6. Extend DrMalpani content generator to generate articles based just on a topic - just like TBMC

Alright sir

Move forward w Rag kb + ai twin e2e after these two

Okay .

Integrate Dr. malpani’s avatar on AI twin Then move to wordpress plugin for seoforge please.

Tasklist - - Integrate DrMalpani's new Avatar on the AI Twin - Integrate the RAG KB in the AI Twin project - Verify the AI Twin working e2e and implement the previous suggestion ( end the call on voice inactivity for long ) Will move to the next tasks once these are completed fully so we get a working prototype for testing.

5. TBMC pe new topic generation logic is gone - both for pathways and seo-optimizer. Please add it back.

1. I want to setup seoforge as a wordpress plugin. I have already implemented seoforge for a wordpress website (without making a plugin), and I want you to extend it as a plugin now, plus add tbmc like auto-generation / regeneration options. 2. ⁠Install that plugin across all wordpress sites on the wordpress server. Plus share instructions for the same w me. 3. ⁠Make HeyGen new avatar live on ai-twin. 4. ⁠Make RAG pipeline live for ai-twin.

Yep, will be ready by Tommorow

Dr. Malpani has successfully created avatar for the new HeyGen video

Ok

Kal kr dena

Yeah, will set up for TBMC also today

https://purelymail.com/manage/domains Doesn’t include thebestmedicalcare?

Okie

But keep the text chatbot link live

Cool

Go ahead and integrate it on ai-twin

Also , sir ,can u lemme know whether I should go ahead and integrate the KB engine on AI twin or not ?

For avatar

https://drive.google.com/file/d/1O3SOrxis-lwNIFRFgVN51tzNJtpkIcVU/view?usp=drive_link

Sir , do let me know whether the current RAG engine that i made is of use or not ? Or we should go with the existing beyondchats pipeline so i can plan tommorow tasks accordingly for the AI Twin

End of day - - Made a gradio interface for the RAG engine for team testing - Evaulated and explored different strategies (changing embedding models, reranker models etc.) for latency optimization and accuracy improvement. - Set up the RAG engine project on the server at rag.drmalpani.com - Set the new prompt for the rag engine ( got from sid ) and modified it for the voice RAG flow - Rewrote the logging and tracing with the langfuse to show retrieved chunks, cache hits , tags etc. for complete tracing of a single query

I have tried many optimization on this. The only two biggest levers are - embed and generate both of which are OpenAI calls . Experiment - local embedding model can cut the embed latency. And for the generate call , it will take this much time. Can't optimize for this. Let me know if the retrieval quality needs improvement otherwise we can go ahead with the integration into the AI Twin

Changes the prompt also to use the chatbot one with some modification so it can work for voice rag

Deployed on server under projects as rag-engine

https://rag.drmalpani.com/

Doing it ! Didn't do it before cause then I had to set up all of the infra setup that I have locally again on prod

Yes

Did you ask Sid for BeyondChats prompt?

On rag.drmalpani.com

Why not deploy it?

Prompt that we use currently for the RAG engine

GROUNDING_SYSTEM_PROMPT = ( "You are the AI assistant for Dr. Malpani's IVF and fertility clinic, " "speaking with a patient on a live voice call.\n\n" "Rules:\n" "- Answer ONLY using the information in the provided context. Do not use " "outside knowledge.\n" "- If the context does not contain the answer, warmly acknowledge that you " "don't have that specific information, and invite them to ask about " "something else related to IVF or the clinic. Do NOT promise to connect " "them with a person, call anyone back, or take any action you cannot " "perfor…

Link is down for now. Lemme know when you start testing again so i'll enable it again.

Accept it please to get the langfuse dashboard access ( admin role )

I have sent you the invite on pankaj@beyondchats.in

Umm, sir have u tested it ? link is temporary and i have to keep the server running on my end for it to work ? So if its' done , lemme know !

Lemme know if u can log in ?

creds to log in - username - team , password - beyondchats123

https://venue-oxford-tigers-theory.trycloudflare.com

Ok , just a sec

I’m available to test

Share kr do

Sir ? Tell me when you are ready for testing . I can share you with a temp link that you ccan use to test ?

Tasklist - - Knowledge engine for the AI Twin

I am working on this - no need to try to fix it on your end today

@117111057871026 You said you've fixed the malwares in tbmc

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https://www.drmalpani.com/knowledge-center/articles/the-chocolate-cyst-trap-why-surgery-can-cost-you-the-baby-you-re-trying-for

Ok

Ok

Pem key for ? I haven't changed it so it's still the same

Also, did you share the new pem key w me?

Ok. I have received access to their domain registrar. So I am updating nameserver now, will cross-check from cloudflare

But once I patch up the whole site again so we don't get another aws mail on abuse

Well it looks like it is built, you have done the setup right, and yes the nameservers just need updation so we can make it live

@117111057871026 TBMC is fully built na? Bs domain link krna hai

Great!

End of day - - Reviewing the Videos for the Liveavatar custom avatar creation - Researched and finalized onto the final pipeline for the knowledge engine for the ai twin - Set up the tracking events for the IVF Report Analyzer and verify events firing on the prod - Set up the sphinx service for the search functionality on the drmalpani's website and verified its working e2e - Starting the pipeline building for the ai-twin

Thanks !

Done

ad campaign for ivf report analyser is live

Okie

@117111057871026 ek minor sa change kiya hai humne tool ki ui mein and merge bhi krdiya hai please usko bhi live krdo

ok

I have taken that into account before finalizing onto this. Aggresive latency optimization is something i am also majorly focussing on . Baki thoda experimention to Krna hoga to be sure.

if you’re confident ki we can have your pipeline respond within that time frame, then go ahead

Dekh lo, our cap is at 1.5 seconds. If entire pipeline takes even 100 ms more than 1.5 seconds, it’s gonna be BAD. That includes TTS & STT

there seem to be internal llm calls happening as well, they balloon latency and token count quite a lot

Yes, Infact the major focus of designing the whole pipeline was for latency and factual accuracy.

Several steps in this pipeline usually take a second each

Have you evaluated from latency perspective?

@102095734710467 This is the pipeline. Have a look at it to make sure everything's look good.

Check this , is it better

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blur dikh rhi isme toh saari cheeze

@102095734710467 This is the pipeline. Have a look at it to make sure everything's look good.

okaayyy

Lemme know if anything comes up while you verify at your end

@267155589353519 Done with the events task , Events are firing now . Above is the file containing all the events

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Okay, I'll do it first

Because it’s blocker for Dev’s task

@117111057871026 This is more important

@117111057871026 jab Events fire hone lage toh update krdena hume

Got it

Don’t just start coding unless you have clarity on what the final build will look like

Okay

Please share the pipeline you’re planning to build

Onto the knowledge engine task

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Let me just see once again

No need to swap pem keys , just need to patch the TBMC