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Posted to commits@camel.apache.org by "JiriOndrusek (via GitHub)" <gi...@apache.org> on 2026/07/10 09:54:18 UTC
[PR] CAMEL-23859: Add BATCH_CREATE, HYBRID_QUERY, BM25_QUERY, AGGREGATE operations to camel-weaviate [camel]
JiriOndrusek opened a new pull request, #24577:
URL: https://github.com/apache/camel/pull/24577
## Summary
Follow-up to CAMEL-23482 (Weaviate client v6 upgrade). Adds four new operations leveraging v6 client capabilities:
- **BATCH_CREATE** — Bulk-insert multiple objects via `insertMany()`. Body: `List<WeaviateObject<Map<String, Object>>>`, returns `InsertManyResponse`.
- **HYBRID_QUERY** — Combined keyword + vector search via `hybrid()`. Body: query text (`String`). Supports `CamelWeaviateHybridAlpha` (0.0 = pure BM25, 1.0 = pure vector), `CamelWeaviateQueryVector` (optional), `CamelWeaviateQueryTopK`, and `CamelWeaviateFields` headers.
- **BM25_QUERY** — Keyword-only BM25 search via `bm25()`. Body: query text (`String`). Supports `CamelWeaviateQueryTopK` and `CamelWeaviateFields` headers.
- **AGGREGATE** — Collection-level aggregate statistics via `aggregate.overAll()`. No body required, returns `AggregateResponse`.
### New headers
| Header | Type | Description |
|--------|------|-------------|
| `CamelWeaviateHybridAlpha` | `Float` | Alpha blending for hybrid search (0.0 = pure BM25, 1.0 = pure vector) |
| `CamelWeaviateQueryVector` | `List<Float>` | Optional query vector for hybrid search (overrides server-side vectorizer) |
### Changes
- `WeaviateVectorDbAction` — 4 new enum values
- `WeaviateVectorDbHeaders` — 2 new header constants with `@Metadata`
- `WeaviateVectorDbProducer` — 4 new operation methods (`batchCreate`, `hybridQuery`, `bm25Query`, `aggregate`)
- `WeaviateContainerIT` — 6 new integration tests (batch create, hybrid query with/without vector, BM25 query with/without fields, aggregate)
- Upgrade guide entry in `camel-4x-upgrade-guide-4_22.adoc`
- Regenerated catalog JSON and endpoint DSL factory
_Claude Code on behalf of Jiri Ondrusek_
Co-authored-by: Claude Opus 4.6 <no...@anthropic.com>
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Re: [PR] CAMEL-23859: Add BATCH_CREATE, HYBRID_QUERY, BM25_QUERY, AGGREGATE operations to camel-weaviate [camel]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #24577:
URL: https://github.com/apache/camel/pull/24577#issuecomment-4934346622
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Re: [PR] CAMEL-23859: Add BATCH_CREATE, HYBRID_QUERY, BM25_QUERY, AGGREGATE operations to camel-weaviate [camel]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #24577:
URL: https://github.com/apache/camel/pull/24577#issuecomment-4934547012
<!-- ci-tested-modules -->
:test_tube: **CI tested the following changed modules:**
- `catalog/camel-catalog`
- `components/camel-ai/camel-weaviate`
- `docs`
- `dsl/camel-endpointdsl`
---
<details><summary>:microscope: Scalpel shadow comparison — Scalpel: 14 tested, 26 compile-only — current: 11 all tested</summary>
[Maveniverse Scalpel](https://github.com/maveniverse/scalpel) detected **40 affected modules** (current approach: 11).
<details><summary>:warning: Modules only in Scalpel (29)</summary>
- `apache-camel`
- `camel-allcomponents`
- `camel-catalog`
- `camel-catalog-console`
- `camel-catalog-lucene`
- `camel-catalog-maven`
- `camel-catalog-suggest`
- `camel-componentdsl`
- `camel-csimple-maven-plugin`
- `camel-endpointdsl`
- `camel-endpointdsl-support`
- `camel-itest`
- `camel-jbang-core`
- `camel-jbang-it`
- `camel-jbang-main`
- `camel-jbang-plugin-edit`
- `camel-jbang-plugin-generate`
- `camel-jbang-plugin-kubernetes`
- `camel-jbang-plugin-test`
- `camel-kamelet-main`
- `camel-launcher`
- `camel-report-maven-plugin`
- `camel-route-parser`
- `camel-yaml-dsl`
- `camel-yaml-dsl-deserializers`
- `camel-yaml-dsl-maven-plugin`
- `coverage`
- `docs`
- `dummy-component`
</details>
**Skip-tests mode would test 14 modules** (4 direct + 10 downstream), **skip tests for 26** (generated code, meta-modules)
<details><summary>Modules Scalpel would test (14)</summary>
- `camel-catalog`
- `camel-endpointdsl`
- `camel-jbang-mcp`
- `camel-jbang-plugin-mcp`
- `camel-jbang-plugin-route-parser`
- `camel-jbang-plugin-tui`
- `camel-jbang-plugin-validate`
- `camel-langchain4j-embeddings`
- `camel-langchain4j-embeddingstore`
- `camel-launcher-container`
- `camel-weaviate`
- `camel-yaml-dsl-validator`
- `camel-yaml-dsl-validator-maven-plugin`
- `docs`
</details>
<details><summary>Modules with tests skipped (26)</summary>
- `apache-camel`
- `camel-allcomponents`
- `camel-catalog-console`
- `camel-catalog-lucene`
- `camel-catalog-maven`
- `camel-catalog-suggest`
- `camel-componentdsl`
- `camel-csimple-maven-plugin`
- `camel-endpointdsl-support`
- `camel-itest`
- `camel-jbang-core`
- `camel-jbang-it`
- `camel-jbang-main`
- `camel-jbang-plugin-edit`
- `camel-jbang-plugin-generate`
- `camel-jbang-plugin-kubernetes`
- `camel-jbang-plugin-test`
- `camel-kamelet-main`
- `camel-launcher`
- `camel-report-maven-plugin`
- `camel-route-parser`
- `camel-yaml-dsl`
- `camel-yaml-dsl-deserializers`
- `camel-yaml-dsl-maven-plugin`
- `coverage`
- `dummy-component`
</details>
> :information_source: Shadow mode — Scalpel observes but does not affect test execution. [Learn more](https://github.com/maveniverse/scalpel)
</details>
<details><summary>All tested modules (40 modules)</summary>
- Camel :: AI :: LangChain4j :: Embedding
- Camel :: AI :: LangChain4j :: EmbeddingStore
- Camel :: AI :: Weaviate
- Camel :: All Components Sync point
- Camel :: Assembly
- Camel :: Catalog :: CSimple Maven Plugin (deprecated)
- Camel :: Catalog :: Camel Catalog
- Camel :: Catalog :: Camel Report Maven Plugin
- Camel :: Catalog :: Camel Route Parser
- Camel :: Catalog :: Console
- Camel :: Catalog :: Dummy Component
- Camel :: Catalog :: Lucene (deprecated)
- Camel :: Catalog :: Maven
- Camel :: Catalog :: Suggest
- Camel :: Component DSL
- Camel :: Coverage
- Camel :: Docs
- Camel :: Endpoint DSL
- Camel :: Endpoint DSL :: Support
- Camel :: Integration Tests
- Camel :: JBang :: Core
- Camel :: JBang :: Integration tests
- Camel :: JBang :: MCP
- Camel :: JBang :: Main
- Camel :: JBang :: Plugin :: Edit
- Camel :: JBang :: Plugin :: Generate
- Camel :: JBang :: Plugin :: Kubernetes
- Camel :: JBang :: Plugin :: MCP
- Camel :: JBang :: Plugin :: Route Parser
- Camel :: JBang :: Plugin :: TUI
- Camel :: JBang :: Plugin :: Testing
- Camel :: JBang :: Plugin :: Validate
- Camel :: Kamelet Main
- Camel :: Launcher
- Camel :: Launcher :: Container
- Camel :: YAML DSL
- Camel :: YAML DSL :: Deserializers
- Camel :: YAML DSL :: Maven Plugins
- Camel :: YAML DSL :: Validator
- Camel :: YAML DSL :: Validator Maven Plugin
</details>
---
:gear: [View full build and test results](https://github.com/apache/camel/actions/runs/29084595100)
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Re: [PR] CAMEL-23859: Add BATCH_CREATE, HYBRID_QUERY, BM25_QUERY, AGGREGATE operations to camel-weaviate [camel]
Posted by "davsclaus (via GitHub)" <gi...@apache.org>.
davsclaus merged PR #24577:
URL: https://github.com/apache/camel/pull/24577
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