What we've maxed out in current build: * Voice quality – OpenAI Realtime (best in class) * Reliability – retries, timeouts, backpressure all solid * KB search gap – filled with natural filler speech * Language – English + Hindi auto-detect

I found 10 ace tools that will completely rescue API bill. 1. Caveman Claude - Literally makes Claude talk like a caveman - Slashes 75% of output tokens with zero loss in accuracy Repo → http://github.com/juliusbrussee/caveman 2. RTK (Rus

Example: For Elefant, we have created resolution pathways for various cases. Both for pre-sale and post-sale. Outcome expectation is to allow CSMs (and eventually client) to automatically build that entire process themselves using Workflow

On the analytics page of the organization: - not all metrics will be relevant for each client - which metric will be relevant for which org? - add question doc for what all things should be there in grayed out sections We should ask claud

Suggested questions & counter questions right now are very basic. They need to drive engagement, they need to guide patients towards making the right decision, asking the right question, they need to help us find important details about the

Anytime a new org is created on prod; it should get auto-synced to test. Syncing limited to: - org data/config - vector data

"dev" branch is becoming a mess. "staging" branch isnt being touched at all. After a certain time, "dev" branch will diverge too much from the "prod" branch. There needs to be a release schedule where features from "dev" branches are merged

end_user agent NEVER just user

- ⁠PHASE 3: Once the user clicks the bubble -> chatbot needs to assess level of the user within upto 2 questions, and then in third question, ask user to select 1 of 3 goals - Learn, Practice, Test What follows needs to be the AI helping th

Depends on 301 to be completed first. Anytime a new bug is added to the bugs report sheet: - wait for 5 mins -> check if priority value is empty -> then use prioritisation rules to GET priority -> update the priority on the sheet Not sure

Get access from Shone Look at the notifications for 48 hours. Improve the setup to make it more relevant for you. Sync with Devanshu so he can track the bugs through Discord also.

- Number of members in team - Number of chats / AI msgs each month - Ticketing - Leads Qualification - Live chats support - AI messages - Channel integrations

(1) Hardcoded org check scattered throughout (Maintainability) The orgId === "ivfindia.com" check appears multiple times: Line 161, 290, 369 This could be extracted to a constant or config flag. We should move all such hardcodings to a comm

- [ ] add total AI messages, for all orgs - [ ] dropdown option, yesterday(default), this week, this month, last month

Example: https://integration.beyondchats.com/demo/aus-global-693fef89046e5/ This should show preview of https://ausglobaluk.com But since preview is not available, take a screenshot and show that

Check on your own, but then also discuss over a call with Shone so you're sure you're not missing anything

Option to update leads info, delete lead

- Just says failed with no reason why - Also, retry option hai but dikhta nhi hai.

Bot gave pound's unicode instead of actual symbol: https://beyond-chats.netlify.app/ivfmatters/103182?right_drawer_tab=answer_sources&message_id=529760

See how background flask normalizes various links 1. The function will input an array of orgs -> get all their vector data -> normalize all read_more_links and inline links present in text 2. Generate a result csv containing new read_more_

-> Admins can add unlimited members to the org. -> They don't know what each role does. ->

After clicking "Open Mind-map" button, it should take the user to "DATA TRAINING STATUS" section and highlight the training data status that it points to.

- How can we make automated phone calls & answer them? - What Options available for Natural language audio conversation? - IVR replacement Check out: https://hoomanlabs.com/ https://vapi.ai/

Read last answer https://chatgpt.com/share/697d1816-494c-8002-94f7-f21bbc1ceae8

God level options for: - clear leads, chats, bulk messaging campaigns

Right now it shows, "data added for processing" but after these files get uploaded, it will take 2-3 days for processing because we have shifted to manual ingestion of these file types now. Uploaded the message to represent this. "Your fil

One user can login only on one device at any given time. Give popup option to logout from other devices

It is possible that some missing info was added in DB but currently no one updates its status. There needs to be a logic that would: - check if missing info still doesnt exist in db (simple keyword search) - if exists now: mark as irreleva

Right now we arent checking if some missing info doesnt exist in our entire DB. This can be as simple as querying for some keywords (not vector search) detected by the missing info analysis against the "text" column of the vector DB table.

When AI takes over conversations that were happening with human agent before, it messes up big time: https://beyond-chats.netlify.app/ivfindia.com/56784 The issue is: when sending messages to LLM providers like gemini and openai: we treat

1. Use existing missing info data to check: if it really doesnt exist in DB. [ONLY IF experiment 1 is majorly yes]:

Phase 1: 1. Match the `senderCurrPage` URL string against the vector's read_more_link (exact or prefix match). 2. Inject matching vectors in answer prompt (decide where to inject) Caveats: `senderCurrPage` may be null/empty on WhatsApp/In

Example: della resorts launches a new offer -> our AI finds which leads would be most relevant for this offer -> nudges them