> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agno.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Weaviate Db

> This directory contains Agno knowledge cookbook examples for weaviate_db.

| Example                                                                                       | Description                                                                        |
| --------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------- |
| [Weaviate Vector DB](/examples/knowledge/vector-db/weaviate-db/weaviate-db)                   | Demonstrates Weaviate-backed knowledge with sync, async, and async-batching flows. |
| [Weaviate Hybrid Search](/examples/knowledge/vector-db/weaviate-db/weaviate-db-hybrid-search) | Demonstrates Weaviate hybrid retrieval with interactive querying.                  |
| [Weaviate Upsert](/examples/knowledge/vector-db/weaviate-db/weaviate-db-upsert)               | Demonstrates repeated inserts with `skip_if_exists` in Weaviate.                   |