AskEdith.ai

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@ODgordo Maybe our platform askedith.ai could help?

I use ChatGPT to help with SQL scripting (snowflake and sql server). I feed it columns and the first row of data I am looking to query. 95% of the time GPT 3.5 is good enough to get me a working script in <10 prompts. This week I stumped it.

@gaganbiyani @mayowaoshin It's incredible how many new products and technology are emerging from the advances in AI and LLMs! Our team at AskEdith have specifically been working on a solution for product and business users to be able to query their data and build dashboards by simply asking questions!

SQL is going to die at the hands of an AI. I’m serious. @mayowaoshin is already doing this. Takes your company’s data and ingests it into ChatGPT. Then, you can create a chatbot for the data and just ask it questions using natural language. This video demoes the output. 🤯

@dignifiedpauper Definitely agree! Product and business users can simply ask for their data and derive insights better AND quicker. Data analysts can spend less time on ad hoc queries

@kasstherobot Our platform AskEdith allows non-technical users to read from their SQL databases by simply asking questions and even includes dashboarding

I feel like we should should pause all AI work until the world has created better tooling for interacting with SQL databases, is anyone working on this? How is DBeaver considered SOTA in this field?!

@otarch This is exactly the problem we are solving at AskEdith! Users can analyze and get answers to their data questions by simply asking questions and create their own dashboards within minutes without any SQL!

One more area where LLMs can shine is SQL. Only few understand SQL syntax enough to write queries, but everyone wants that fancy dashboard or report. So, business intelligence, data engineering, etc… could be simplified by AI. One should watch for the query optimizations though.

@abhi1thakur You can skip writing the SQL and just ask for your data with our platform at AskEdith! 💪

I'm not an expert in SQL and writing a query like this one would have taken me a lot of time (visiting multiple websites, several query attempts, finding right search term, etc). But with ChatGPT, it took me just two prompts and ~1 min ¯\_(ツ)_/¯

@aisolopreneur Surprised there isn't any text-to-SQL plugins 😯

@jeff_weinstein @SimonTaranto @stripe Curious to hear if askedith.ai would be helpful for you or your team! Our platform allows anyone to analyze their data, answer their own data questions, and build reports by simply asking questions

@SimonTaranto @stripe oof, this remains a sore subject. but, for the first time, i'm optimistic about sql tools with the generative ai stuff. especially for the harder problem of structuring data, less query/viz part. i remain convinced most successful companies are successful despite of their data.

five years at @stripe today, reflecting a bit. if fun, ama (ask me anything) and i’ll answer as detailed as i can about my experience, what we’re up to, or anything else.

@Scobleizer Checkout askedith.ai! Our platform allows any user to analyze their company data, answer their own data questions, and build reports within minutes without any SQL!

Just talked to a famous investor you all would know who told me he just made his first AI/crypto investment. Says there are about 30 more in offing. Every investor I talk with has been forced to come up with a new thesis in the past two months and now is starting to act on the new thesis. Lots of AI startups to come. Yours next?

@rowancheung Excited for what's to come with all of these emerging AI breakthroughs and technologies!

What an insane day in the world of AI. We got huge announcements from Google, HuggingFace, Scale AI, and Synthesia. Here's the rundown on everything you need to know:

@kristoph @Scobleizer This is exactly what we're currently working on at AskEdith - allowing non-technical users to analyze their data by simply asking questions!

I would wager that given more comprehensive tuning / prompting on a domain specific database the LLM would do as well as a human with relevant knowledge of SQL. Moreover with said tuning the LLM would be invaluable in allowing laymen to run queries ( which would otherwise require support from a professional ).

“even the most effective text-to-SQL models, i.e. ChatGPT, only achieves 40.08% in execution accuracy, which is still far from the human result of 92.96%, proving that challenges still stand.”

@9zemian5 @flaviocopes One issue that comes up in production databases/data warehouses is that there are just too many tables to fit in a prompt. We're currently exploring solutions to overcome this limitation

@flaviocopes I think writing SQL is the first field of programming that will be fully replaced by AI. With a simple prompt and a proper tables description you can get your queries (even the complex ones) in 10 seconds

@rowancheung 5. AskEdith releases our dashboarding feature that allows users to create reports and answer their ad-hoc questions within minutes by simply asking questions!

Big announcements in the world of AI today from Deepmind, The US White House, Portfolio Pilot, and Crypto com. Here's the rundown on everything you need to know:

@philreynolds @nick_mccleery That's exactly what we're working on at askedith.ai!

@ibuildproduct @nick_mccleery Would probably go one step further - question in, answer out 😎 SQL is an implementation detail.

Yeah but... for example, I can't imagine a world in which people won't want to write structured, strict queries for databases and expect a completely repeatable, deterministic response. Expressing most SQL queries in natural language would surely be longer than the SQL.

@JayaGup10 Agreed! All these AI tools makes us more efficient. For example, our platform allows even non-technical business users to create reports and analyze their data within minutes instead waiting days or weeks for their data teams!

AI is an extraordinarily sophisticated autocomplete, but humans will still be in the driving seat for the foreseeable future. Solving the low hanging fruit can get us to a 60% Co-Pilot acceptance rate.... still need humans tho!

One of the key challenges executives face is that it's still unclear what problems AI is best placed to solve.

@CalvinMccarter @patio11 Which is why we're working on allowing business users/analysts to query and analyze their data without any SQL, just by asking questions!

From a former colleague of mine, a great use case for AI: translating requests from the business into SQL without needing to wait for an analyst to do it for oneself (or understand the schema in some part of the org they haven't been exposed to before).

@t3dotgg Or just never have to write SQL by using our platform which makes analyzing your data just a question away!

I still don’t know what a left join is and at this point I’m too afraid to ask

@luke_pighetti Check out askedith.ai if analyzing your own data by simply asking questions is something you're interested in!

SQL query builder? More like GPT-4

@wynhopkins @jbono Agreed! GPT-4 is much better from our experience working on AskEdith