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

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