{ "subreddit": "r/OracleAIDB", "page": "https://redlisten.com/r/oracleaidb", "updated": "2026-11-11T04:48:19.538Z", "members": 35, "activity": { "posts_last_24_hours": 1, "posts_per_hour": 0, "comments_per_hour": 0, "newest_post_utc": 1794312132.261, "newest_comment_utc": null }, "top_threads_this_week": [ { "title": "Replacing object storage, a vector DB, a SQL database, and an external embedding API with one database for procure-to-pay docs", "score": 1, "comments": 0, "created_utc": 1794312132.261, "snippet": "A document processor often ends up spread across several data stores, with PDFs in object storage, metadata in a key-value store, embeddings in a vector DB, aggregations in a SQL database, and an...", "url": "https://www.reddit.com/r/OracleAIDB/comments/1xsl4nz/replacing_object_storage_a_vector_db_a_sql/" }, { "title": "How do developers build a semantic search app with an AI database?", "score": 1, "comments": 0, "created_utc": 1794231036.001, "snippet": "One way to build a semantic search app with an AI database is to run the embedding model inside the database itself, store each record’s vector next to its text, and let a SQL query sort records...", "url": "https://www.reddit.com/r/OracleAIDB/comments/1xrrp8l/how_do_developers_build_a_semantic_search_app/" }, { "title": "Can AI agents rely on file systems for memory as they move into production?", "score": 1, "comments": 0, "created_utc": 1793966583.224, "snippet": "Sometimes. The breaking point I’ve seen is a second agent process writing to the same memory file, which makes it a shared-state problem more than a retrieval one. Files work for prototypes...", "url": "https://www.reddit.com/r/OracleAIDB/comments/1xpb46l/can_ai_agents_rely_on_file_systems_for_memory_as/" }, { "title": "Can developers run ONNX embeddings and semantic search entirely inside a relational database?", "score": 1, "comments": 0, "created_utc": 1793880175.534, "snippet": "Yes for both, though “entirely” comes with conditions. In Oracle AI Database 26ai, an augmented ONNX model loads with DBMS\\VECTOR.LOAD\\ONNX\\MODEL() and gets called from SQL through...", "url": "https://www.reddit.com/r/OracleAIDB/comments/1xogx8b/can_developers_run_onnx_embeddings_and_semantic/" }, { "title": "What matters most when choosing a vector database?", "score": 1, "comments": 0, "created_utc": 1793793744.405, "snippet": "When someone asks me for the best vector database, I don’t have one name to give. Whatever gets recommended was chosen for someone else’s workload. I’ve seen setups picked off a benchmark chart...", "url": "https://www.reddit.com/r/OracleAIDB/comments/1xnmgfo/what_matters_most_when_choosing_a_vector_database/" } ], "newest_posts": [ { "title": "Replacing object storage, a vector DB, a SQL database, and an external embedding API with one database for procure-to-pay docs", "score": 1, "comments": 0, "created_utc": 1794312132.261, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xsl4nz/replacing_object_storage_a_vector_db_a_sql/" }, { "title": "How do developers build a semantic search app with an AI database?", "score": 1, "comments": 0, "created_utc": 1794231036.001, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xrrp8l/how_do_developers_build_a_semantic_search_app/" }, { "title": "Can AI agents rely on file systems for memory as they move into production?", "score": 1, "comments": 0, "created_utc": 1793966583.224, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xpb46l/can_ai_agents_rely_on_file_systems_for_memory_as/" }, { "title": "Can developers run ONNX embeddings and semantic search entirely inside a relational database?", "score": 1, "comments": 0, "created_utc": 1793880175.534, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xogx8b/can_developers_run_onnx_embeddings_and_semantic/" }, { "title": "What matters most when choosing a vector database?", "score": 1, "comments": 0, "created_utc": 1793793744.405, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xnmgfo/what_matters_most_when_choosing_a_vector_database/" }, { "title": "When should you use an API layer instead of direct SQL access?", "score": 1, "comments": 0, "created_utc": 1793707413.13, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xmr6ci/when_should_you_use_an_api_layer_instead_of/" }, { "title": "Is vector search alone enough for production RAG?", "score": 1, "comments": 0, "created_utc": 1793621125.678, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xlve9g/is_vector_search_alone_enough_for_production_rag/" }, { "title": "How can you query JSON data directly with SQL?", "score": 1, "comments": 0, "created_utc": 1793534687.895, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xl1ebb/how_can_you_query_json_data_directly_with_sql/" }, { "title": "Does framework choice really determine whether an AI agent Is production ready?", "score": 2, "comments": 2, "created_utc": 1793448200.146, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xk8gav/does_framework_choice_really_determine_whether_an/" }, { "title": "Vector search doesn’t always require a separate database", "score": 1, "comments": 0, "created_utc": 1793361881.119, "url": "https://www.reddit.com/r/OracleAIDB/comments/1xjdj2z/vector_search_doesnt_always_require_a_separate/" } ], "words_this_week": [ { "word": "database", "titles": 15 }, { "word": "vector", "titles": 11 }, { "word": "search", "titles": 11 }, { "word": "memory", "titles": 8 }, { "word": "developers", "titles": 7 }, { "word": "production", "titles": 7 }, { "word": "semantic", "titles": 5 }, { "word": "sql", "titles": 4 }, { "word": "agents", "titles": 4 }, { "word": "rag", "titles": 4 }, { "word": "agent", "titles": 4 }, { "word": "api", "titles": 3 } ], "preview": "This is a preview. Every post and comment in r/OracleAIDB, live, as JSON or RSS on the same paths a Reddit client uses, plus keyword streams to Slack, Discord, webhook or email, needs a free key: https://app.redlisten.com/?signup=1&utm_source=redlisten&utm_medium=subreddit", "docs": "https://redlisten.com/docs", "attribution": "Source: Redlisten, https://redlisten.com/r/oracleaidb" }