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[2025-11-30 10:54] foxhop.: <@806444151422976035> try to create a 2nd free key, it should block you. [2025-11-30 17:10] ajaxdavis: i couldnt figure out how to generate a free one, page just kind of refreshed and did nothing. if you send me one i will get it working again [2025-11-30 17:46] foxhop.: ok [2025-12-01 05:29] ajaxdavis: doesnt have a tool search tool yet, ive never built one before, might even make a saas service [2025-12-01 05:29] ajaxdavis: my day job and others kind of need a tool search [2025-12-01 05:30] traves_theberge: It did [2025-12-01 05:30] ajaxdavis: bm25 or embeddings [2025-12-01 05:30] traves_theberge: I built one [2025-12-01 05:30] traves_theberge: Didn’t use it though [2025-12-01 05:35] ajaxdavis: i dont see no tool search tool [2025-12-01 05:41] ajaxdavis: will get claude code to set it up with bm25 now [2025-12-01 06:39] ajaxdavis: ``` 🎯 Next Steps The implementation is complete and ready to deploy! When you deploy: 1. Watch the startup logs for "✅ Core tools preloaded and ready" 2. Each request will log: - 🎯 Tool Selection: showing core tools + BM25 ranked count - 🔍 BM25 Search: showing search results - ✅ Using X tools for this conversation 📝 Example Log Output 🔧 Preloading core tools... ✅ Preloaded 8 core tools ✅ Bot is online 🎯 Selecting relevant tools via BM25 search... 🔍 BM25 Search: "show me users in mongodb..." → 15 tools Top tools: mongoFind, mongoListCollections, pgSelect, queryDatabase, search 🔧 Loading selected tools... ✅ Loaded 23/23 tools Core tools: 8 (search, calculator, artifact, unsandbox, webFetch, fileUpload, generateHtmlPage, whoami) BM25 ranked: 15 Final count: 23 Tools: search, calculator, artifact, unsandbox, webFetch, fileUpload, generateHtmlPage, whoami, mongoFind, mongoListCollections, ... ✅ Using 23 tools for this conversation The system is production-ready and will dramatically improve your bot's performance and token efficiency! 🚀 ``` [2025-12-01 07:03] ajaxdavis: https://omegaai.dev/api/tools https://omegaai.dev/tools [2025-12-01 14:20] ajaxdavis: https://claude.ai/public/artifacts/f1909689-f9a6-4f27-a908-5b2e48fb8935 was talking to claude on coming up with a novel tool search tool [2025-12-01 14:21] ajaxdavis: aha (files: Screenshot_2025-12-02_at_12.21.00_AM.png) [2025-12-01 15:19] ajaxdavis: <@1211062099137265723> omega is broken atm im refactoring it [2025-12-01 15:50] lisamegawatts: gotcha apologies if it rolled back when it changed to the dockerfile [2025-12-01 16:52] ajaxdavis: probably broke abunch but the bot and webserver now run on their own processes [2025-12-01 16:52] ajaxdavis: the web is actualy a nextjs app so all the ui features wont be shitty html things [2025-12-01 17:39] traves_theberge: "geometric navigation" is what i like to hear [2025-12-01 18:15] traves_theberge: omega really added a couple pounds to you <@806444151422976035> LMAO (files: pr-563-comic.png)