databricks-vector-search
Skill387 starsChanged 17 days agoLicence not identifiedView on GitHub
Databricks AI Search (formerly Vector Search) endpoints and indexes for RAG and semantic search. Use when asked to: create Standard or Storage-Optimized endpoints and Delta Sync or Direct Access indexes with AISearchClient; query with ANN, hybrid, or full-text search and filters; sync, monitor, or migrate indexes; set a target QPS, triage 429s, or load-test an endpoint; wire an index into an agent as a retriever tool. NOT for: no-code document Q&A (databricks-genie-agents); serving-endpoint CRUD (databricks-model-serving); custom ResponsesAgent authoring and deployment (databricks-ml-training).
- Installs packages
3 other projects use a version of this, 3 of them edited.
Adopted by
Most recently taken up by
- databricks/devhubedited, first seen Oct 13, 2026
- RobsonRogerio/LakehouseDatabricksedited, first seen Sep 18, 2026
- MateusKasuya/databricks_claude_codeedited, first seen Jul 28, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 3
- databricks/devhub★ 2953% same
- MateusKasuya/databricks_claude_code★ 233% same
- RobsonRogerio/LakehouseDatabricks★ 053% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository218 other files it gives its agents.
- AGENTS.mdAGENTS.md
- plugins/databricks/antigravity/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- plugins/databricks/claude/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- plugins/databricks/codex/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- plugins/databricks/copilot/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- plugins/databricks/cursor/skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- skills/databricks-apps/references/appkit/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- spark-python-data-sourceSkill
- databricks-aibi-dashboardsSkill
- databricks-ai-functionsSkill
- databricks-ai-runtimeSkill
- databricks-app-designSkill
- databricks-apps-pythonSkill
- databricks-appsSkill
- databricks-coreSkill
- databricks-dabsSkill
- databricks-data-discoverySkill
- databricks-dbsqlSkill
- databricks-docsSkill
- databricks-execution-computeSkill
- databricks-genie-agentsSkill
- databricks-icebergSkill
- databricks-jobsSkill
- databricks-lakebaseSkill
- databricks-lakeflow-connectSkill
- databricks-metric-viewsSkill
- databricks-mlflow-evaluationSkill
- databricks-mlflow-tracingSkill
- databricks-ml-trainingSkill
- databricks-model-servingSkill
- databricks-pipelinesSkill
- databricks-python-sdkSkill
- databricks-sandboxSkill
- databricks-serverless-migrationSkill
- databricks-serverlessSkill
- databricks-setup-localSkill
- databricks-spark-structured-streamingSkill
- databricks-synthetic-data-genSkill
- databricks-unity-catalogSkill
- databricks-unity-gatewaySkill
- databricks-unstructured-pdf-generationSkill
- databricks-zerobus-ingestSkill
- databricks-aibi-dashboardsSkill
- databricks-ai-functionsSkill
- databricks-ai-runtimeSkill
- databricks-app-designSkill
- databricks-apps-pythonSkill
- databricks-appsSkill
- databricks-coreSkill
- databricks-dabsSkill
- databricks-data-discoverySkill
- databricks-dbsqlSkill
- databricks-docsSkill
- databricks-execution-computeSkill
- databricks-genie-agentsSkill
- databricks-icebergSkill
- databricks-jobsSkill
- databricks-lakebaseSkill
- databricks-lakeflow-connectSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
7 rules. 1 is common, 3 are distinctive, and 3 are very specific to this project.
1
Common
Most of the 3 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

