Received: from malur.postgresql.org ([217.196.149.56]) by arkaria.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from ) id 1u9JXY-000Pzj-O8 for pgadmin-hackers@arkaria.postgresql.org; Mon, 28 Apr 2025 08:08:37 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.94.2) (envelope-from ) id 1u9JXW-00Cfd8-0F for pgadmin-hackers@arkaria.postgresql.org; Mon, 28 Apr 2025 08:08:34 +0000 Received: from makus.postgresql.org ([2001:4800:3e1:1::229]) by malur.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 (Exim 4.94.2) (envelope-from ) id 1u8mZ6-006n3R-G1 for pgadmin-hackers@lists.postgresql.org; Sat, 26 Apr 2025 20:56:01 +0000 Received: from mail-yb1-xb31.google.com ([2607:f8b0:4864:20::b31]) by makus.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256 (Exim 4.96) (envelope-from ) id 1u8mZ4-00272r-1l for pgadmin-hackers@postgresql.org; Sat, 26 Apr 2025 20:56:00 +0000 Received: by mail-yb1-xb31.google.com with SMTP id 3f1490d57ef6-e730ea57804so2225359276.1 for ; Sat, 26 Apr 2025 13:55:58 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=rexven-com.20230601.gappssmtp.com; s=20230601; t=1745700958; x=1746305758; darn=postgresql.org; h=to:subject:message-id:date:from:mime-version:from:to:cc:subject :date:message-id:reply-to; bh=k+g5Rn7bnUAYQDOIZepXH9fNUn+4CWkiaQxi5bSIOZY=; b=npLv5djBgRumK+DnOXfWLcBq1Bm2JQa66ZcVPjhKpiLwFaq4qaDKlKZWdcjFhDQkhV Zg9kqkV2v8WEEKv9DT1qXnavk2QqqegTO/rEbOAyEoIY9oMwhkN9dh0jexMRKMW32eRs XV72XM1O4qD6wrQva7dxnO7Yq9ouxv7p3hJavrhXaFbuzuq4xg/snNGV1kojGt93rRgu FMAoS/IejYCViW7dQ2Z/1mL1jNnJqrv5fEuhNWR5DM8uXwnrx5tNvkyBwTlPVCUS2ad1 f6AMA5P2xwcnp5+dDrZ/LedBNXRLzZlGQntgBtVQ4eaeOY7+73dOntcJxZlg3ppmGAPj 1QHg== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20230601; t=1745700958; x=1746305758; h=to:subject:message-id:date:from:mime-version:x-gm-message-state :from:to:cc:subject:date:message-id:reply-to; bh=k+g5Rn7bnUAYQDOIZepXH9fNUn+4CWkiaQxi5bSIOZY=; b=WBRp1/kZ7jfQWq7bZ7B0+CUDUxxwjVMi8Au8Rej6COgwmTy+fF/jWRAbk2yvh72uJ4 znsHIza3Y0x7Y4m2L6bND5sEPMIImzJYITMDh3er1RR5VvZV5IJmaHY61opTQGwbZGay wKnp2azXEwfr0efzbCP0/bHIfisxMnu8Yq2zKfkYq4UdVakO/vgdDEup2fLbFAp7N5nA Ve7sCCO09TDeNAavauDDX/dY6HdufPjjos4uWsHICCYVVtmj2U81tRi/bBVN4j1E27Z4 xfC87g6hGXyOSsVJdlClU+X9IEr6Okizfhzjm2XalwU8vCb1lQ4SOAYh4xlFT/VbDuyT Rh0Q== X-Gm-Message-State: AOJu0YzEa6FrNdrc3z2Wq5VGBRS0Avegvn7QXJgNlSKiyw89nldofZRX k//I9Vb1wQSri3O+sJQMSzhyQxntI0flwV8YEqlNHegcPYSmDADJxhXonSYyxfkN71gBc7sbeyP xA4WeTG7drmg+ITH2oB228/YBlRS1ZmNDmfHoyBoQ4ljbpAjqQRD8fQ== X-Gm-Gg: ASbGnct3fW16YgHFwJUEtd3gekAK6byhIPNegevRY6Iq3NF8Uo53E+LrOEZb5kdWr3l n1oSDJUy2l54FhvO1k4j6F0hnVsCD/+BJZPtWl+fWeKpfiprWo/0rUA3s3/OePC4Q5lP/9wxPi6 hPHsfETxaayUZ4yQWGxcGC9UpaSyWaez8pUhijHVCdP89irczbrKBwGA== X-Google-Smtp-Source: AGHT+IFkOeXuY1gIvVAl3Uryu2BHD0X5SVcbLs/QQn2QNWGs0LCU3T81F6W+9Pq5PlOQ/HziqEH8SOKFV8pOTFcCVgE= X-Received: by 2002:a05:6902:70f:b0:e72:e170:cb77 with SMTP id 3f1490d57ef6-e731715d91amr8630198276.2.1745700957834; Sat, 26 Apr 2025 13:55:57 -0700 (PDT) MIME-Version: 1.0 From: Yusuf Ali Nazlum Date: Sat, 26 Apr 2025 22:55:47 +0200 X-Gm-Features: ATxdqUG6dNBjIiCP2fZ3ODuM-_gEXUN3WoM9l-WaYn-sIM9j2S9uV8pjTMshJ0c Message-ID: Subject: Proposal: Adding Text-to-SQL Feature with OpenAI API Integration to pgAdmin 4 To: pgadmin-hackers@postgresql.org Content-Type: multipart/alternative; boundary="0000000000007a07320633b4add0" List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Archived-At: Precedence: bulk --0000000000007a07320633b4add0 Content-Type: text/plain; charset="UTF-8" Content-Transfer-Encoding: quoted-printable 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=E2=80=99d 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. No:25B D:194, 06530 =C3=87ankaya/Ankara P: (0312) 963 19 63 E: info@rexven.com www.rexven.com [image: Afi=C5=9F] --0000000000007a07320633b4add0 Content-Type: text/html; charset="UTF-8" Content-Transfer-Encoding: quoted-printable
Dear pgAdmin Hackers Community,

<= /span>
My= name is Yusuf Ali, and I am the CTO of Rexven, a Turkey-based startup prov= iding e-commerce solutions. I am a software developer with a strong backgro= und in artificial intelligence and data analytics, having worked on various= AI-driven projects, including government initiatives in Turkey. I am reach= ing out to discuss a potential contribution to pgAdmin 4, as I am excited a= bout enhancing its capabilities with a new feature.

I propose adding a Text-to-SQL query g= eneration feature to pgAdmin, inspired by too= ls like Cursor. This feature would allow users to connect their own OpenAI = API key to generate SQL queries from natural language input. A critical com= ponent of this feature would be a mechanism to securely send database schem= a information to the OpenAI model to ensure accurate query generation. To a= chieve 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 sta= rt by developing a Proof of Concept (PoC) to validate the feature's feasibility and ite= ratively 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 in= to SQL queries.

I would love to hear your thou= ghts on this idea and any guidance on how to proceed with contributing to p= gAdmin. Specifically, I=E2=80=99d appreciate feedback on:

<= /span>
  • = The feasibility of integrating external APIs like OpenAI into pgAdmin.
  • Best practices for handling schema data securely in this co= ntext.
  • Any existing work or plugins in pgAdmin that mig= ht overlap with this feature.
I am eager to collaborate with= the pgAdmin community and follow the contribution guidelines to ensure a s= mooth 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 de= tails here.

Thank you for your time and consid= eration. I look forward to your feedback and hope to contribute to making p= gAdmin even more powerful!

Best regards=

<= /div>
3D""
YusufAli
<= font style=3D"vertical-align:inherit">=C2=A0Co-Founder, CTO
A:=C2=A0=

1443. Cd. No:25B D:194, 06530 =C3=87ankaya/Ankara
P:=C2=A0= (0312) 963 19 63
E:=C2=A0= info@rexven.com
www.rexven.com
<= a href=3D"http://linkedin.com/in/yusuf-ali-nazlum-a6077923a" target=3D"_bla= nk">3D"" <= a href=3D"https://twitter.com/rexvencom" target=3D"_blank">3D"" <= a href=3D"https://www.youtube.com/@rexvencom/featured" target=3D"_blank"> <= a href=3D"https://www.instagram.com/rexvencom/" target=3D"_blank">=3D""
--0000000000007a07320633b4add0--