thatjeffsmith.com valid
ThatJeffSmith
Helping you be more successful with Oracle Database.
For agents: Personal blog by Jeff Smith on Oracle Database, including guides on SQLcl MCP with Codex and connecting to Oracle FreeSQL.com. Includes AI-related posts.
oracle databasesqlcl mcpsql developeropenai codexoracle freesql
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The beginning of the file, from our validated copy saved 2026-10-21T13:59:25.801Z. Cached copy · Source on thatjeffsmith.com
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# ThatJeffSmith
Helping you be more successful with Oracle Database.
## Sitemaps
- [XML Sitemap](https://www.thatjeffsmith.com/sitemap.xml): Contains all public & indexable URLs for this website.
## Posts
- [Configure SQLcl MCP for Codex: Connecting to Oracle FreeSQL.com](https://www.thatjeffsmith.com/archive/2026/09/config-sqlcl-mcp-with-codex-and-freesql/) - Getting SQLcl MCP going with Codex to connect to your 26ai schema on Oracle's FreeSQL.com platform. Also, a reminder to join us with our OpenAI Codex hackathon at Oracle AI World next month!
- [Ingest, chunk, vectorize, and load VecDB Tables with SQLcl Model command](https://www.thatjeffsmith.com/archive/2026/10/ingest-vectorize-chunk-and-load-vecdb-tables-with-sqlcl-model-command/) - How to setup a RAG pipeline in Oracle SQLcl, from ingesting your local documents to your vector database tables to pulling the data back out using our MCP tools.
- [The Evolution of ORDS and REST Development Interfaces](https://www.thatjeffsmith.com/archive/2022/05/the-evolution-of-ords-and-rest-development-interfaces/) - The evolution of Oracle Database REST API development interfaces in SQL Developer, APEX, SQL Developer Web, and SQLcl for ORDS.
- [ORDS MCP 26.3 - A look at SQL Reports!](https://www.thatjeffsmith.com/archive/2026/10/ords-mcp-26-3-a-look-at-sql-reports/) - ORDS 26.3 is now available, with SQL report support for ORDS MCP—similar to the feature in our managed OCI MCP server. Here’s a quick demo.
- [RAG for your agents: use existing Oracle vectors via SQLcl MCP](https://www.thatjeffsmith.com/archive/2026/10/rag-for-your-agents-use-existing-oracle-vectors-via-sqlcl-mcp/) - Our SQLcl MCP server has a new tool called context_retrieve that lets an agent such as Claude, Copilot, or Codex ask your database for relevant background text before it answers. The agent sends a short keyword query. SQLcl embeds it with the model you configured, runs a vector search against Oracle AI Database vector tables,
- [Using SQLcl MCP to generate and consume annotations for better NL2SQL](https://www.thatjeffsmith.com/archive/2026/09/using-sqlcl-mcp-to-generate-and-consume-annotations-for-better-nl2sql/) - Using our Annotation MCP Tool in Oracle SQLcl 26.3 to annotate a table in my database with my AI Agent - 26AI not required!
- [Oracle SQL Developer for VS Code 26.3 now available](https://www.thatjeffsmith.com/archive/2026/09/oracle-sql-developer-for-vs-code-26-3-now-available/) - Oracle SQL Developer for VS Code hit 1,000,000 installs last week and this week we have the release of version 26.3. Here's a brief look at what's new.
- [On REST APIs and Oracle Database19c vs 26ai JSON Responses](https://www.thatjeffsmith.com/archive/2024/05/on-rest-apis-and-oracle-database-23ai-json-native-types/) - Moving from 19c to 23ai? Dealing with JSON will get much easier! A few notes on migrating data, & updating your REST APIs.
…
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