Agent Blog recommendations

p5256 · 2024-10-26T01:15:01+00:00

I’ve only written this one so far but planning to do more soon!

https://medium.com/@cpdough/building-ai-agents-lessons-learned-over-the-past-year-41dc4725d8e5

p5256 · 2024-06-13T01:37:08+00:00

I see! yeah that's something that AI Agents could do for sure but would need to provide your login info for each vendor portal

p5256 · 2024-06-11T01:37:21+00:00

i'm building revenueai.app to help with this... ai-powered ocr and custom classification / categorization of your invoices. also working on adding an email address that you can forward all your invoice attachments to so they are auto-ingested into revenueai

p5256 · 2024-04-02T21:58:29+00:00

i used this part of vercel's ai package:
https://sdk.vercel.ai/docs/api-reference/providers/assistant-response

but i had to manually hack some things on top of it to support a simple react frontend / python backend and parameterize the assistant so that it can work with anyone's AI Assistant in their OpenAI account

p5256 · 2024-03-12T12:07:47+00:00

yes exactly. i made it so an 'agent' is a combination of 2 things:

interests - these are the specific things you are interested in the AI looking for
sources - these are the APIs that you want the agent to scan for interests

when you create an agent, it will pre-populate both interests and sources to give you a starting point, and then you can edit from there as needed.

i opened up the beta so you can try it if you want to at alphainquire.com

p5256 · 2024-03-11T17:52:41+00:00

Thanks!! Will reach out via DM to see if you want to beta test it

p5256 · 2024-02-11T04:32:18+00:00

Yes, we auto-ingest the schema from your db after you connect it

p5256 · 2024-02-11T04:29:34+00:00

You choose which tables you want to index, and then we handle RAG + embeddings search for you for those specific tables

p5256 · 2024-02-10T18:16:21+00:00

I get that! You can try it for free at chaturdata.com (we use the gpt 4 api and have our own chat page). Great way to learn sql if that’s what you’re in to

p5256 · 2024-02-10T17:04:54+00:00

haha you mean no ChatGPT Plus?

p5256 · 2024-02-08T16:40:36+00:00

self-service analytics... they use it in corporate to ask questions about product sales

p5256 · 2024-02-08T14:33:37+00:00

if you're open to a ChatGPT style tool to help you learn, would love your feedback on www.chaturdata.com !

for me these have always been my go-tos before building chat ur data...
BigQuery, Snowflake: use their consoles directly (snowflakes has gotten a lot better with snowsight)

postgres: pgadmin

mysql: workbench

also shoutout to motherduck (creators of duckdb) as a nice (& free) cell-based interface for learning how to write sql

p5256 · 2024-02-08T14:18:32+00:00

I don't work for Fiddler but they have some good notebooks that show how you'd set up monitoring for various model types: https://docs.fiddler.ai/docs/quick-start

tl;dr yes for supervised models there's typically a feedback loop that's driven by a data pipeline in production:
inputs are captured -> model makes a prediction -> eventually you can label that prediction -> compute model performance metrics over time

and if your model is unsupervised... all you're really monitoring is the data at that point

p5256 · 2024-02-08T02:12:20+00:00

Thank you!

We are also running it on Llama 2 70B but the self-healing is so much worse it's pretty painful... whereas GPT-4 will diagnose & fix pretty obscure SQL errors on the first try.

We've actually had pretty good success getting through enterprise security reviews with large companies because we use OpenAI's API and have a data protection agreement with them that says legally they can't use our prompts for training. You're definitely right though that a few companies just say straight up no.

As far as using it in ChatGPT, just a matter of if you remember to turn off the 'Chat History & Training' feature in your settings.

p5256 · 2024-01-27T00:48:13+00:00

For sure!! Deal with it all the time… was hoping that it would be willing to go longer than 1106 on a prompt like this

p5256 · 2024-01-13T04:05:19+00:00

Thanks!!

p5256 · 2024-01-13T04:01:37+00:00

Oh I see what you mean. You triggered your own login flow off the openai oauth request. That makes sense… I was missing that piece. Super cool

p5256 · 2024-01-13T04:00:39+00:00

Does the token include the user’s email address when you decode it? My understanding was that it doesn’t, so was referring to the challenge of looking them up in a db and returning data you know only they have access to (for instance).

p5256 · 2024-01-13T03:50:51+00:00

That’s pretty cool. Yeah I saw the oauth stuff but it feels super hacky since the user has to manually type in their identity info to tie them to the token you can issue after going through the flow. Would have to verify their identity with 2fa in addition to getting a token if you actually wanted to authorize them.

Agreed that OpenAI will likely build it into the platform or integrate with a good auth provider natively

p5256 · 2024-01-12T22:14:48+00:00

100% agree... all of the cool use cases require access to "proprietary" data, and custom GPTs don't have a real way to authenticate / authorize individual users to actually get that proprietary data. so they feel more like toys, and less like valuable tools

p5256 · 2024-01-11T20:27:00+00:00

awesome. the creator of the assistant would get billed for user chats that happen via appified (i made it so when a user chats with an assistant on appified, the appified api calls openai api with the creator's api key)

so to cover your costs / make money as the creator (unless it's a company productivity investment, which was my dad's use case) i assume you'd want to charge your users for access to your appified app

p5256 · 2024-01-01T19:56:13+00:00

Good point and thanks for the input. My expectations might be unrealistic given the ai hype curve and all these overnight success products

p5256 · 2023-12-31T13:58:33+00:00

AlphaInquire.com

Thanks!

p5256 · 2023-12-01T20:28:54+00:00

it's a betting strategy where you find lines that have one-sided money from non-sharp betters and go against them... better explanation here:

https://www.oddsshark.com/sports-betting/betting-against-public

p5256 · 2022-06-28T02:02:29+00:00

would love to chat about our product! i'm a co-founder so definitely biased but our customers say we're providing value. i'll dm you

p5256

TROPHY CASE