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Feat: Implement keyword search in milvus

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Signed-off-by: Varsha Prasad Narsing <varshaprasad96@gmail.com>
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Varsha Prasad Narsing 2025-05-22 15:21:40 -07:00
parent 40e2c97915
commit 2cb927b498
3 changed files with 247 additions and 6 deletions
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11
docs/source/providers/vector_io/milvus.md
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@ -96,11 +96,20 @@ vector_io:
#### Key Parameters for TLS Configuration
- **`secure`**: Enables TLS encryption when set to `true`. Defaults to `false`.
- **`server_pem_path`**: Path to the **server certificate** for verifying the server’s identity (used in one-way TLS).
- **`server_pem_path`**: Path to the **server certificate** for verifying the server's identity (used in one-way TLS).
- **`ca_pem_path`**: Path to the **Certificate Authority (CA) certificate** for validating the server certificate (required in mTLS).
- **`client_pem_path`**: Path to the **client certificate** file (required for mTLS).
- **`client_key_path`**: Path to the **client private key** file (required for mTLS).
## Supported Search Modes
The Milvus provider supports both vector-based and keyword-based (full-text) search modes, but with some limitations:
- Remote Milvus supports both vector-based and keyword-based search modes.
- Inline Milvus (Milvus-Lite) only supports vector-based search. Keyword search is not supported as Milvus-Lite has not implemented this functionality yet. For updates on this feature, see [Milvus GitHub Issue #40848](https://github.com/milvus-io/milvus/issues/40848).
When using the RAGTool interface, you can specify the desired search behavior via the `mode` parameter in `RAGQueryConfig`. For more details on Milvus's implementation of keyword search modes, refer to the [Milvus documentation](https://milvus.io/docs/full_text_search_with_milvus.md).
## Documentation
See the [Milvus documentation](https://milvus.io/docs/install-overview.md) for more details about Milvus in general.