Looks similar to what we built! https://www.getbuff.io/
We're taking a more open source approach to get feedback from others in this space since it's evolving so quickly.
CustomGPT
31–33 of 33 posts
Re: CustomGPT
#32Looks similar to what we built! https://www.getbuff.io/ We're taking a more open source approach to get feedback from others in this space since it's evolving so quickly.
We've actually been using Buff as a chat bot on our Discord server to iteratively explore vulnerability data (CVEs) using AI.
For example:
> @Buff What is Log4Shell?
>> Log4Shell is a vulnerability named by LunaSec. It affects users of the log4j packages, primarily in Java but also in Scala, Groovy, and Clojure. "Log4Shell Guide: How To Detect and Mitigate the Log4Shell Vulnerability (CVE-2021-44228 & CVE-2021-45046)" is available on LunaTrace.
>> SOURCES: https://www.lunasec.io/docs/blog/log4j-zero-day-mitigation-g...
The idea is that we can ingest unstructured data from GitHub Security Advisories (and the links they link to, like that LunaSec blog post) and then "query" that dataset with natural language.
If you'd like to play around with it yourself, feel free to join and try it out in our Discord. https://discord.gg/dtGHzZK6Cq
(It only has a few vulns of data in it right now and we're scraping the data to train it right now. Any ideas that others have to share would be awesome!)
Re: CustomGPT
#33Does anyone have any pointers as to how I can train ChatGPT on my personal corpus and create my own personal assistant?
Just shove all your information in the prompt. I assume that's what these guys are doing anyway. ChatGPT doesn't yet have any API, but you can use text-davinci-003, which does have an API and is functionally identical. The API costs for a large prompt are quite high, and since you have to repeat it with every single query, your costs can go up very quickly.
I thought fine-tuning allows you do "inject the prompt" only once. https://platform.openai.com/docs/guides/fine-tuning
Ah, the rub is that a fine-tuned Davinci costs 6x a standard Davinci. Interesting. https://openai.com/api/pricing/