dosubot[bot] commented on issue #300: URL: https://github.com/apache/incubator-hugegraph-ai/issues/300#issuecomment-3277067919
<!-- Answer --> HugeGraph-AI does natively support incremental updates for vector indexes—you can add, update, or delete embeddings for changed vertices without rebuilding the entire index from scratch. The vector index module provides methods for building, updating, and cleaning indexes, and supports batch and parallel processing for efficient handling of frequent updates. This design is well-suited for RAG pipelines where graph data changes often. You can also integrate with external vector databases like Faiss or Milvus if needed. For best results, use the batch and parallel options to process updates in groups and maximize throughput. More details are available in the [official documentation](https://app.dosu.dev/documents/744b2ddc-fc3a-464e-9ba8-4d35c519c3a3). <!-- Dosu Comment Footer --> *To reply, just mention [@dosu](https://go.dosu.dev/dosubot).* --- <sup>How did I do? [Good](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=great_response) | [Irrelevant](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=irrelevant_answer) | [Incorrect](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=incorrect_sources) | [Verbose](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=too_verbose) | [Hallucination](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=hallucination) | [Report 🐛](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=bug_report) | [Other](https://app.dosu.dev/response-feedback/2b7f03c3-ee6e-4aba-a62e-c811db42941f?feedback_type=other)</sup> [](https://app.dosu.dev/dc46e653-18e4-4843-bf2e-1fcf7467eb58/ask?utm_source=githu b) [](https://go.dosu.dev/discord-bot) [](https://twitter.com/intent/tweet?text=%40dosu_ai%20helped%20me%20solve%20this%20issue!&url=https%3A//github.com/apache/incubator-hugegraph-ai/issues/300) -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: issues-unsubscr...@hugegraph.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@hugegraph.apache.org For additional commands, e-mail: issues-h...@hugegraph.apache.org
