Work with knowledge bases
Build, query, and manage knowledge bases in Meko
Knowledge bases let you load documents into your datapack and query them using semantic search (RAG). Meko handles chunking, embedding, and indexing automatically.
Supported sources
| Source | Example URL |
|---|---|
| S3 | s3://bucket/docs/ |
| Local filesystem | /path/to/docs/ |
| NFS | NFS mount path |
Supported document formats
PDF, Parquet, Iceberg, JSON, images, and video.
Query knowledge
Once your documents are indexed, query them through the MCP server from your coding agent:
Search the knowledge base for information about deployment procedures
The MCP server embeds your query, performs similarity search against the indexed chunks, and returns the most relevant results.