# \#sql

**URL:** https://community.openai.com/tag/sql/733.md

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## [GPT-5.5 MCP SQL read/write blocks with no visible moderation flag](https://community.openai.com/t/gpt-5-5-mcp-sql-read-write-blocks-with-no-visible-moderation-flag/1385894)

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**Author:** [@JayBase](https://community.openai.com/u/JayBase)\
**Replies:** 2\
**Last updated:** [July 6, 2026, 11:06pm UTC](https://community.openai.com/t/gpt-5-5-mcp-sql-read-write-blocks-with-no-visible-moderation-flag/1385894 "2026-07-06T23:06:37Z")

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Has anyone noticed ChatGPT 5.5 moderation, filtering, or blocking on OpenAI’s side that occurs without the running agent/model receiving a visible moderation flag? I created a server-based MCP connector linked to a Post…

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## [Deep Dive Questions on Kepler's RAG and SQL Generation Mechanisms](https://community.openai.com/t/deep-dive-questions-on-keplers-rag-and-sql-generation-mechanisms/1373022)

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**Author:** [@nozakiK](https://community.openai.com/u/nozakiK)\
**Replies:** 0\
**Last updated:** [February 1, 2026, 2:16am UTC](https://community.openai.com/t/deep-dive-questions-on-keplers-rag-and-sql-generation-mechanisms/1373022 "2026-02-01T02:16:59Z")

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Hello OpenAI Community, I was incredibly fascinated by the recent blog post, “Inside our in-house data agent”. The architecture of Kepler, especially its ability to autonomously navigate complex datasets, is a huge insp…

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## [Feedback on an OpenAI-API based SMB automation project (architecture + minimal coding roadmap) Hi everyone — I’m building a small, real project using the OpenAI API and would like technical feedback on architecture and best practices](https://community.openai.com/t/feedback-on-an-openai-api-based-smb-automation-project-architecture-minimal-coding-roadmap-hi-everyone-i-m-building-a-small-real-project-using-the-openai-api-and-would-like-technical-feedback-on-architecture-and-best-practices/1370396)

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**Author:** [@gichka.sergejj](https://community.openai.com/u/gichka.sergejj)\
**Replies:** 0\
**Last updated:** [December 28, 2025, 10:12pm UTC](https://community.openai.com/t/feedback-on-an-openai-api-based-smb-automation-project-architecture-minimal-coding-roadmap-hi-everyone-i-m-building-a-small-real-project-using-the-openai-api-and-would-like-technical-feedback-on-architecture-and-best-practices/1370396 "2025-12-28T22:12:04Z")

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\- I run a small service business (leads → quote → invoice → follow-up). - Goal: build a working “lead-to-quote assistant” using OpenAI API + automation tools (n8n/Make) without heavy coding. Planned MVP (v1): Intake…

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## [Introducing IAToolkit - an open source framework for AI](https://community.openai.com/t/introducing-iatoolkit-an-open-source-framework-for-ai/1370253)

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**Author:** [@fernando.libedinsky](https://community.openai.com/u/fernando.libedinsky)\
**Replies:** 0\
**Last updated:** [December 26, 2025, 2:36pm UTC](https://community.openai.com/t/introducing-iatoolkit-an-open-source-framework-for-ai/1370253 "2025-12-26T14:36:32Z")

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Introducing IAToolkit — an open-source framework for building enterprise AI assistants on top of your own data. It enables LLMs to safely interact with SQL databases (PostgreSQL/JSONB), documents, and APIs. LLM-agnosti…

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## [Open AI Assistants API vs Playground Assistants](https://community.openai.com/t/open-ai-assistants-api-vs-playground-assistants/1107277)

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**Author:** [@info1136](https://community.openai.com/u/info1136)\
**Replies:** 0\
**Last updated:** [January 29, 2025, 7:39pm UTC](https://community.openai.com/t/open-ai-assistants-api-vs-playground-assistants/1107277 "2025-01-29T19:39:00Z")

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Hi everyone, We are a small team, trying to build a chatbot, we use assistants api, with gpt-4o model, The assistants api generates a SQL that hits our BigQuery systems and gets us the json results, which it further ana…

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## [Connect OpenAI to Oracle database](https://community.openai.com/t/connect-openai-to-oracle-database/964652)

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**Author:** [@Shwapx](https://community.openai.com/u/Shwapx)\
**Replies:** 1\
**Last updated:** [October 2, 2024, 5:54pm UTC](https://community.openai.com/t/connect-openai-to-oracle-database/964652 "2024-10-02T17:54:07Z")

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Hello is there a way to connect API with Oracle database and query that? The database is quite huge, what i want to do is able to send requests so i can get information nothing to write or execute write activities.
