James Scott (jamesscott@shield-legal.com)
2025-06-23 17:21:42

sk-proj-kgC52qr0bQyRPKjOXN65hj5oUlYk1c8SC8FaRoEYdB3FGMF3W47r46VEJyCHu0pXC86Vao_OT3BlbkFJCXeoAflB--MhCIgU7m3tYbTr2fDjl1fmlJifo9MWFZuPDNWKMNbe9km8FY4RrrkURQYfdLCzAA

James Scott (jamesscott@shield-legal.com)
2025-06-23 17:21:44

api key

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 10:42:23

Do I have access to Github Codespaces?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 10:42:37

Or do I need to make a new github and give you the info to add me to our plan?

James Scott (jamesscott@shield-legal.com)
2025-06-24 10:43:08

I am trying to figure all that out today lol I have Claude access done now working on GitHub

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 10:44:04

lol no problem james, i was just reviewing our meeting notes

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 10:44:12

lol no problem james, i was just reviewing our meeting notes

James Scott (jamesscott@shield-legal.com)
2025-06-24 10:54:02

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

James Scott (jamesscott@shield-legal.com)
2025-06-24 10:54:05

here is your claude api key

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 10:55:15

nice!

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 11:36:55

Im going to run a pilot test with transcription with google and this thing called Assembly.ai -- waiting on some credentials -- thought you'd like to take a look

James Scott (jamesscott@shield-legal.com)
2025-06-24 11:39:52

all for it man go ahead!

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 13:20:11

check this out -- i dont think i'll need to build out the other 2 pilots with whisper/pyannote and google text-to-speech

transcription.json
Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 13:20:20

i think it did a great job

James Scott (jamesscott@shield-legal.com)
2025-06-24 13:20:34

what was this with ?

James Scott (jamesscott@shield-legal.com)
2025-06-24 13:20:39

assembly?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 13:23:22

yeah here is my script

assembly-ai-transcribe.py
Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 15:09:08

Also, do you have Milvus setup? I'm going to start working on a chatbot to talk about the transcriptions. I wanted to setup the longterm short term memory. LMK

James Scott (jamesscott@shield-legal.com)
2025-06-24 16:09:11

Lstm? For Chatbot

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 16:26:47

Just a custom memory with local storage for short term memory that sends a few n-shot of the conversation and I will use the vector databse you chose for pulling longterm memory similar to the inputs in the caht box

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-24 16:27:37

We may be able to just send the entire conversation with gemini context window size, however, I wanted to add these two things because its fundamental for all the past chat bots I made

James Scott (jamesscott@shield-legal.com)
2025-06-24 17:02:28

lets hop on a call i am not sure what your trying to do lol

✅ Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-06-24 17:02:44

put ur api key in a .env file

👍 Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-06-24 17:03:19

should be deleted for secutiy practices lol we are going through a whole data governance peace lol

👍 Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-06-24 17:38:30

you free for a call or we can wait till tomorrow its a little late for me 630 here

James Scott (jamesscott@shield-legal.com)
2025-06-25 12:49:18

did u get the email for our vectorstore

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:16:02

i am skipping user the vector db right now, i wrote a script to count tokens of the transcription files and its a lot less than I thought, ill be able to pass the conversation in cheaply

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:16:25

yeah tomorrow send me a meeting invite, i also got a response from OpenAI about billing and my key not having enough money on it.

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:17:39

i need to add the card to open ai, can you use claude for now or no?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:22:26

i was going to use openai for this transcript chat thing, add it when you get a chance because I can't finish it. I want to use OpenAI for this specific project because of the cost. PS C:\Users\Chrs Krecicki\Desktop\audio-transcription> py test.py ❌ Failed: Status: 429 {'error': {'message': 'You exceeded your current quota, please check your plan and billing details. For more information on this error, read the docs: https://platform.openai.com/docs/guides/error-codes/api-errors.', 'type': 'insufficientquota', 'param': None, 'code': 'insufficientquota'}}

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:22:45

let me know when you get the card on it so I can finish up this leg of the project

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:24:29

i am a sitting duck until then 🤣

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:25:10

ok let me do that now give me a minute so u can test

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:25:51

boss i am going to go for a walk for about 15m around the building

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:26:32

is it hot as hell in vegas yet lol

🤣 Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-06-25 14:28:54

got the payment confirmed try agasin when you get back

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:30:05

yeah man we need to come to the beach to talk shop

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:30:12

imperative

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:30:30

i cant go to the beach until next weekend 😪

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:31:05

Nice it works. Thank you.

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:31:09

haha working form the beahc is best i got a waterfront place her ei bring my laptop downstairs and work from the beach a lot beautiful water views

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:31:11

awesome!!

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:31:45

a dream bro, i can see angel park golf course from my kids windows in queensridge

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:31:59

it nice but id trade up for what you have in a heart beat

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:32:11

dream in 10 years is a place in laguna beach

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:34:01

i am not a cali guy at all to much traffic and expensive for me lol

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:34:04

i like san diego though

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:34:28

yeah la jolla for the win

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:34:41

NICE! The transcription chat bot works like a charm

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:35:22
image.png
Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:35:27

just a mvp

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:35:33

will make it prettier

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:35:40

ill upload it to github in a few

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 14:35:43

thanks james

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:36:39

oh whats really ocol put this in rag and be able to ask questions about all of the calls

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:36:48

what service did u put htis bot in

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:37:07

streamlit or is it another one?

James Scott (jamesscott@shield-legal.com)
2025-06-25 14:59:38

i need to move this also to github codeespaces so u dont have to use everything on the laptop

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:22:01

All custom. No external things used except for the LLM API calls. I built this using Flask. I may need to integrate this MVP into this thing called Sanic python because thats what Dustin is using for the portal.

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:22:11

Let me push this to github so you can check it out

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:22:41

i made a script to count token size, ill add a feature to use Gemini or somethign else if the context window is too big but GPT4-micro I think its called has a 1M context window

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:22:43

and its cheap

James Scott (jamesscott@shield-legal.com)
2025-06-25 15:23:33

I believe I invited u to our ChatGPT enterprise account as well. Sandi python I haven’t heard of I use streamlit for this product I have been developing

🙏 Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:29:31

yeah flask is similar with the way routes and stuff work

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:41:11

I love openai for their API and I love Claude for code because of the artifacts panel

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-25 15:41:24

were using assembly.ai for the transcript

Chris Krecicki (ckrecicki@shield-legal.com)
2025-06-30 10:44:59

Can you setup an assemlyai account with a credit card and give me the API key so I can update it at Google Secrets? We are on the free trial right now under an account I made for development. I need it done before we can let it into the wild in the office. @Nicholas McFadden @James Scott

James Scott (jamesscott@shield-legal.com)
2025-07-01 07:29:52

i htink you sent this to me in our dms idk if nick got it you coulda posted this in our ai channel i can do this

✅ Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-07-01 07:32:23

93518ee4091a488aad2192278c34a9a3

James Scott (jamesscott@shield-legal.com)
2025-07-01 07:32:43

here is the api key to use, i dont think they have a native enterprise have to contact someone but this is my api key with the billing attached

✅ Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-01 10:45:52

nice thanks james

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-08 20:42:10

anyway to increase our API limits? i am starting to clean db records and enrich data and were stuck at 10,000 requests per day -- and we need the requests for the transcription app I made

James Scott (jamesscott@shield-legal.com)
2025-07-10 06:09:23

do we need that many request? thats a lot

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-10 11:09:02

don't worry about it, i setup ollama locally and and using llama3.1:8b

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-10 11:22:24

im cleaning huge datasets and enriching them

James Scott (jamesscott@shield-legal.com)
2025-07-10 11:52:28

gotcha yea idk if the cost is worth filling the whole bakc end

🙏 Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-10 12:31:30

nah its not i had to make some more custom logic for parsing and some things but the local llama3.1:8b is doing just fine -- only using openai for the transcriptions and pipeline for legal, things that need that huge 1 million context window

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-10 12:31:49

nah its not i had to make some more custom logic for parsing and some things but the local llama3.1:8b is doing just fine -- only using openai for the transcriptions and pipeline for legal, things that need that huge 1 million context window

James Scott (jamesscott@shield-legal.com)
2025-07-24 08:28:56

When you get on I have your code want to talk about how the visualization is done

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:01:09

Hey James whats up

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:01:30

all the things in the GUI are coming from a table I have in a local docker postgres database

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:01:37

How can I help?

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:03:00

hey good morning, yea i got access to the github this morning, wanted to know the .py file that has like how to set up the visulizations you had yesterday, woud i need docker? cuz i have like everything else all done just wanted to integrate it, or whats the name of the app and i can look

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:03:25

ohh have you ever run a sanic project?

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:03:32

nope lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:03:53

oh man lol -- download my branch first

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:04:23

do you use uv or pip?

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:04:40

pip

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:05:13

you'll want to get a local docker container setup running postgres

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:05:33

let me export the database and see if you can load it

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:05:42

to run sanic you do -- pip run main.py

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:06:05

you'll need to update the secondary database code that I had added to main.py

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:06:09

I believe its in main.py

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:07:46

so its main.py? i am going to use that and just refactor everything to my use case but tahts all u do create local docker and container, and then just hit main.py and it creates that webpage?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:08:08

no not at all that will just load the sanic application

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:08:20

when you go to the tort tab once oyu db is linked it'll dispaly the data

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:08:39

that page is a html page using jinja2 for tempalting

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:08:43

you should read about sanic

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:08:54

https://sanic.dev/en/

sanic.dev
Sanic User Guide - The lightning-fast asynchronous Python web framework
Sanic is a Python 3.9+ web server and web framework that's written to go fast.
Original URL: https://sanic.dev/en/
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:10:21
docker-compose.yml
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:10:27

thats the docker compose

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:10:30

let me egt you the db file

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:16:05
dump.sql
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:17:05

it is essentially flask but better

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:17:53

flask is constrained by global objects and the inability to handle async so it cannot do concurrent requests with returns at the same time

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:29:44

yes let me see waht i can cook up with this lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:30:04

i am here if you need help james -- may even fly to DR if they need me too ..

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:30:17

sure we could really knock it out

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:30:44

ahahah!! come be roomies and yes i like this solutioj as front end, those python apps i was using just wasnt cutitng it

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:32:31

yeah sanic seems great, dustin introduced me to it, i used flask for years but i like how this is natively async

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:35:04

and i can create this all within vscode? and or docker

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:36:12

im using pycharm

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:36:20

i use docker for running the local postgres db

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:36:45

https://docs.docker.com/compose/install/

Docker Documentation
Install
Learn how to install Docker Compose. Compose is available natively on Docker Desktop, as a Docker Engine plugin, and as a standalone tool.
Original URL: https://docs.docker.com/compose/install/
Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:37:13

i use docker-compose

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:37:24

i just learned all this the past few weeks

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:37:42

im here at the office till 3pm so just reach out ill help

James Scott (jamesscott@shield-legal.com)
2025-07-24 11:38:31

I’m bout to crush this in docker in. Second

Chris Krecicki (ckrecicki@shield-legal.com)
2025-07-24 11:41:38

boss im here when you need me

James Scott (jamesscott@shield-legal.com)
2025-08-11 09:24:02

so i made updates in my main repo can we go over how to update it in the main one

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:18:56

yes what did you change what files?

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:19:24

Only 2 files so it should be easy to update

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:19:47

can you send them here? im assuming it was just the views files and the jinja one

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:21:04

i can swap them out and make sure it doesnt break anything

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:27:56

still havent heard from anyone on the Db migration stuff

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:28:03

waiting patiently

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:47:39

yes let me send htem here

✅ Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:55:51

bro -- dustin sent me this

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:55:52

https://github.com/google/langextract

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:56:01

you've been doing extraction on medical documents etc yeah?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:56:07

this looks super promising

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:56:24

check out their medication example https://github.com/google/langextract/blob/main/docs/examples/medication_examples.md

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 11:57:17

i haven't used it yet

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:59:09

yes i have i did that for years!

🙏 Chris Krecicki
James Scott (jamesscott@shield-legal.com)
2025-08-11 11:59:14

well nto years but a long time ahah

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:59:24

healthcare pharma and stocks is my background

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:59:32

sorry had to help jose with something

James Scott (jamesscott@shield-legal.com)
2025-08-11 11:59:36

let me get u those 2 files

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:00:04

np man -- what did you change?

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:00:32

here you go

dashboard.html.jinja2
views.py
Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:00:36

i just got to the office after WFH wed/thur/friday

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:00:38

i want to go home

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:00:39

😞

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:00:53

nice let me check these files out

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:01:47

man wfh is the life lol ima try and get cam to get u that but i been remote for like 9 years

✅ Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:02:20

boss - yeah i worked for myself my entire life - -so this office thing is super demotivating

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:02:28

and sharing a bathroom bro

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:02:28

ugh

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:03:14

bra i feel u on that lol i just like the free time to work at my pace i cant stand looking or being confined to an area i be moving and working about

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:03:25

100% i work a lot better at home

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:03:36

be right back have a emeting

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:04:34

sounds good!

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:31:29

OK. I am back. Ryan is here, just met him in person.

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:31:54

oh haha nice! yes hes a cool guy

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:37:16

yeah i like these guys ryan, joe -- havent met cam yet

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 12:37:47

i've got a database thing to test and then I will get your files integratec

James Scott (jamesscott@shield-legal.com)
2025-08-11 12:38:32

Awesome

James Scott (jamesscott@shield-legal.com)
2025-08-11 13:02:22

If u want to impress Ryan talk about boats lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:02:41

Oh man I can talk Feadship all day

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:02:44

LOL

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:02:50

Lusseren too

James Scott (jamesscott@shield-legal.com)
2025-08-11 13:42:24

Little word of advice ahah let em know when u update the dashboard so we can walk through it

🙏 Chris Krecicki
Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:50:07

give me about an hour or so

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:50:19

have to do some DB update stuff because they changed the schema

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 13:58:02

OK working on it. I have to red some things you changed with auth. Should be OK. Will update.

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 14:02:07

working in your rag engine

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 14:07:39

oh damn youre using env for the rag_engine lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 14:07:43

give me a bit a lot of work to do

James Scott (jamesscott@shield-legal.com)
2025-08-11 14:09:11

yes i sent u the .env file lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 14:09:36

got to give me a day or so -- lots of stuff I have to redo for env etc

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-11 14:09:43

working on it as we speak

James Scott (jamesscott@shield-legal.com)
2025-08-20 13:52:29

hey chris for the project ryan wants me to have oversight, can you see me on the meetings and gameplans and stuff

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-20 14:04:33

for sure

James Scott (jamesscott@shield-legal.com)
2025-08-20 14:05:19

awesome thanks man let me know i have multi agent tools set up already you can just drag and drop with strandz its set up for aws bedrock but can prob easily be changed to antrhopic or our claude api

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 12:24:39

yo yo

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 12:24:51

did you ever add me onto the permissions on your project id?

James Scott (jamesscott@shield-legal.com)
2025-08-29 13:23:06

let me see i thought i did

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:35:21

yo yo

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:35:23

ryan did

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:35:31

can you give Dustin Surwill admin access to?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:35:59

we're going to skip optimizing bigquery on an application layer and just re-write the backend for postgres

James Scott (jamesscott@shield-legal.com)
2025-08-29 13:36:37

ryan prob knows better since he did it

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:38:12

np i just asked him to add dustin

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:38:18

you sort out the chat bot issue?

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 13:38:31

seems to be outside of the code issue

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:00:10

lol bro you have worked your ass of on this

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:00:13

119 tables

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:00:16

hot damn

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:00:39

lol not all of them are used lots of steps to pull the data in from all the sources

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:00:47

Thank u kind sir lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:00:50

haha i see the 4 being used in your code

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:00:54

fucking boss bro

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:01:04

Lots of iterations lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:01:08

getting this taken care of .. sick of waiting on other people

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:01:30

going to make cameron and the boys excited it'll be way faster with bigquery application layer taken off

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:04:46

Yes I hate big query re factor it if u can

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:04:56

i will 100% bro will be piece of cake

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:06

im going to get out of here in a half hour or so to head to CA

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:11

but on tuesday ill bang this out

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:17

bro i bought a mclaren

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:05:20

It’s 5 here I’m in the beach chilling

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:25

MP4-12c

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:27

2013

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:05:29

U did which kind lol hell yea

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:39

yeah man when you get into town we can take it for a rip

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:05:42

Hmm let me show u something don’t tell anyone lol

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:05:49

lets see it

James Scott (jamesscott@shield-legal.com)
2025-08-29 16:05:49

Chris Krecicki (ckrecicki@shield-legal.com)
2025-08-29 16:07:52

dustin just got it all ported over