// seekdb database documentation lookup. Use when users ask about seekdb features, SQL syntax, vector search, hybrid search, integrations, deployment, or any seekdb-related topics. Automatically locates relevant docs via catalog-based semantic search.
Use seekdb-cli to interact with seekdb/OceanBase databases via shell commands. Use when: (1) querying databases with SQL, (2) exploring table schemas and structure, (3) profiling table data distributions, (4) inferring table relationships, (5) managing vector collections and semantic search, (6) adding/exporting collection data, (7) managing AI models , (8) checking database connection status, or (9) performing any database operation via command line.
Import CSV or Excel files into seekdb vector database and manage collections. Supports automatic vectorization of specified columns using embedding functions. When users need to: (1) Read and preview Excel files, (2) Import CSV/Excel data into seekdb, (3) Create vector collections from tabular data, (4) Vectorize specific text columns for semantic search, (5) Batch insert product/document data with embeddings, (6) Delete collections, or (7) Access sample data files (sample_products.csv/xlsx) for testing - IMPORTANT: sample files are located in this skill's example-data/ directory, you MUST read this skill file first to get the correct path.
Query and export data from seekdb vector database. Supports two search modes: (1) Scalar search - metadata filtering only, (2) Hybrid search - fulltext + semantic search combined. The --query-text parameter is used for BOTH fulltext ($contains) and semantic (query_texts) search simultaneously. Can export results to CSV/Excel.
| name | seekdb-docs |
| description | seekdb database documentation lookup. Use when users ask about seekdb features, SQL syntax, vector search, hybrid search, integrations, deployment, or any seekdb-related topics. Automatically locates relevant docs via catalog-based semantic search. |
Provides access to ~1000 seekdb documentation entries through a catalog-based search system.
branch field in catalog entries indicates which Git branch hosts the file (used for remote fallback URLs only). It does NOT indicate which seekdb version the content applies to — many docs apply to all versions.All resource paths are relative to this SKILL.md's location. Resolve the skill directory first:
<skill_dir><skill_dir>references/seekdb-docs-catalog.jsonl<skill_dir>seekdb-docs/Grep search (preferred for ~90% of queries):
grep -i "keyword" <skill_dir>references/seekdb-docs-catalog.jsonl
Full catalog load (only when grep returns no results or semantic matching is needed):
<skill_dir>references/seekdb-docs-catalog.jsonlhttps://raw.githubusercontent.com/oceanbase/seekdb-ecology-plugins/main/agent-skills/skills/seekdb/references/seekdb-docs-catalog.jsonl{"path": "...", "description": "...", "branch": "..."} per line (~1000 entries)path, description, and branch from search resultsLocal-first with remote fallback:
<skill_dir>seekdb-docs/[path]https://raw.githubusercontent.com/oceanbase/seekdb-doc/[branch]/en-US/[path]
[branch] comes from the catalog entry's branch field (e.g. V1.0.0, V1.1.0)Query: "How to integrate with Claude Code?"
1. grep -i "claude code" <skill_dir>references/seekdb-docs-catalog.jsonl
2. Match: {"path": "300.integrations/300.developer-tools/700.claude-code.md",
"description": "This guide explains how to use the seekdb plugin with Claude Code...",
"branch": "V1.0.0"}
3. Read: <skill_dir>seekdb-docs/300.integrations/300.developer-tools/700.claude-code.md
Fallback: https://raw.githubusercontent.com/oceanbase/seekdb-doc/V1.0.0/en-US/300.integrations/300.developer-tools/700.claude-code.md
See examples.md for more complete workflow examples.
scripts/update_docs.sh to download and merge docs from all version branches locally