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help / color / mirror / Atom feedFrom: Aditya Toshniwal <[email protected]>
To: Yusuf Ali Nazlum <[email protected]>
Cc: pgadmin-hackers <[email protected]>
Subject: Re: Proposal: Adding Text-to-SQL Feature with OpenAI API Integration to pgAdmin 4
Date: Wed, 30 Apr 2025 17:48:18 +0530
Message-ID: <CAM9w-_mNfHG6xL2FO+Y4t5cOcSy0y9iF0stOzh6xZmaiHQ8kTQ@mail.gmail.com> (raw)
In-Reply-To: <CAJB1B-Vm4DnesDhG7=Gn6gz0B3dZSnbPyvFm68F-QwEyFbQFOw@mail.gmail.com>
References: <CAJB1B-Uv4sEifPFs68de=T+r+yEpOp8M_pwUjpX6XF_3KasW1g@mail.gmail.com>
<CAM9w-_n3s7ZRr3JXrc1=xitg3sst1a=kXcQSw20Uppt2ohhjDg@mail.gmail.com>
<CAJB1B-Vm4DnesDhG7=Gn6gz0B3dZSnbPyvFm68F-QwEyFbQFOw@mail.gmail.com>
Hi,
Sure and please don't remove pgadmin-hackers email id.
On Wed, Apr 30, 2025 at 5:12 PM Yusuf Ali Nazlum <[email protected]>
wrote:
> Thanks for your feedback.
>
> I’m currently preparing the proposal document and will send it to you
> shortly for review.
>
> Best regards,
>
> Yusuf Nazlum
>
> 30 Nis 2025 Çar, saat 12:50 tarihinde Aditya Toshniwal <
> [email protected]> şunu yazdı:
>
>> Hi Yusuf,
>>
>> Sounds exciting. I would suggest creating a proposal document with more
>> details which can be reviewed.
>>
>> On Mon, Apr 28, 2025 at 1:38 PM Yusuf Ali Nazlum <[email protected]>
>> wrote:
>>
>>> Dear pgAdmin Hackers Community,
>>>
>>> My name is Yusuf Ali, and I am the CTO of Rexven, a Turkey-based startup
>>> providing e-commerce solutions. I am a software developer with a strong
>>> background in artificial intelligence and data analytics, having worked on
>>> various AI-driven projects, including government initiatives in Turkey. I
>>> am reaching out to discuss a potential contribution to pgAdmin 4, as I am
>>> excited about enhancing its capabilities with a new feature.
>>>
>>> I propose adding a Text-to-SQL query generation feature to pgAdmin,
>>> inspired by tools like Cursor. This feature would allow users to connect
>>> their own OpenAI API key to generate SQL queries from natural language
>>> input. A critical component of this feature would be a mechanism to
>>> securely send database schema information to the OpenAI model to ensure
>>> accurate query generation. To achieve this, I am considering approaches
>>> such as implementing a RAG (Retrieval-Augmented Generation) pattern or
>>> using filtering methods to optimize schema handling and improve query
>>> accuracy.
>>>
>>> My plan is to start by developing a Proof of Concept (PoC) to validate
>>> the feature's feasibility and iteratively refine it based on technical
>>> constraints and community feedback. I believe this addition could
>>> significantly enhance pgAdmin's usability, especially for users who need to
>>> quickly translate complex requirements into SQL queries.
>>>
>>> I would love to hear your thoughts on this idea and any guidance on how
>>> to proceed with contributing to pgAdmin. Specifically, I’d appreciate
>>> feedback on:
>>>
>>>
>>> - The feasibility of integrating external APIs like OpenAI into
>>> pgAdmin.
>>> - Best practices for handling schema data securely in this context.
>>> - Any existing work or plugins in pgAdmin that might overlap with
>>> this feature.
>>>
>>> I am eager to collaborate with the pgAdmin community and follow the
>>> contribution guidelines to ensure a smooth process. Please let me know if
>>> there are specific steps I should take to kickstart this, such as opening a
>>> GitHub issue or discussing further details here.
>>>
>>> Thank you for your time and consideration. I look forward to your
>>> feedback and hope to contribute to making pgAdmin even more powerful!
>>>
>>> Best regards
>>>
>>> YusufAli
>>> Co-Founder, CTO
>>> ------------------------------
>>> A:
>>>
>>> 1443. Cd.
>>> <https://www.google.com/maps/search/1443.+Cd.++No:25B?entry=gmail&source=g;
>>> No:25B
>>> <https://www.google.com/maps/search/1443.+Cd.++No:25B?entry=gmail&source=g;
>>> D:194, 06530 Çankaya/Ankara
>>> P: (0312) 963 19 63
>>> E: [email protected]
>>> www.rexven.com
>>> <http://linkedin.com/in/yusuf-ali-nazlum-a6077923a;
>>> <https://twitter.com/rexvencom;
>>> <https://www.youtube.com/@rexvencom/featured;
>>> <https://www.instagram.com/rexvencom/;
>>> [image: Afiş] <https://community.rexven.com/topluluk-paketleri/;
>>>
>>
>>
>> --
>> Thanks,
>> Aditya Toshniwal
>> pgAdmin Hacker | Sr. Staff SDE II | *enterprisedb.com*
>> <https://www.enterprisedb.com/;
>> "Don't Complain about Heat, Plant a TREE"
>>
>
--
Thanks,
Aditya Toshniwal
pgAdmin Hacker | Sr. Staff SDE II | *enterprisedb.com*
<https://www.enterprisedb.com/;
"Don't Complain about Heat, Plant a TREE"
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Subject: Re: Proposal: Adding Text-to-SQL Feature with OpenAI API Integration to pgAdmin 4
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