What's New
- Add an offline tool to migrate a graph from Apache AGE to PostgreSQL tables by @ysys143 in #3620
- feat: support graph-first ingestion with deferred vector indexing by @letsgetai in #3473
What's Changed
- fix(kg): return copies from NetworkXStorage get_node and get_edge by @santhreal in #3588
- fix(operate): compute most common entity type and normalize keywords on rebuild by @santhreal in #3589
- fix(kg): return boolean values from get_all_update_flags_status by @santhreal in #3590
- fix(utils): split GRAPH_FIELD_SEP in merge_source_ids by @santhreal in #3592
- fix(utils): correct docstring example and harden compute_incremental_chunk_ids by @santhreal in #3591
- fix(parser): bound native markdown image downloads per document (GHSA-25c3-j78v-83qx) by @danielaskdd in #3605
- fix(kg): hydrate track docs via shared row helper and catch TypeError by @santhreal in #3595
- fix(kg): make get_knowledge_graph truncation deterministic across graph backends by @santhreal in #3593
- fix(security): bound DOCX decompression and contain sidecar image paths by @danielaskdd in #3614
- fix(rebuild_vdb): drop lossy agtype quote-strip that corrupts quote-bearing entity_ids by @ysys143 in #3587
- fix(extraction): surface token-limit truncation and fail on empty truncated responses by @pengpengyi92 in #3607
- build(deps): bump the github-actions group with 2 updates by @dependabot[bot] in #3616
- fix(parser): enforce OOXML member and DOCX image budgets by @danielaskdd in #3619
- fix(graph): validate attributes on the manual entity/relation APIs (GHSA-c922-pw4m-4wcv) by @danielaskdd in #3623
- fix(kg): enforce the graph-attribute contract in the backends that need it by @danielaskdd in #3624
- fix(api): reject unstorable characters in a document source by @danielaskdd in #3626
- fix(graph): preserve self-loops on entity rename by @pengpengyi92 in #3622
- fix(graph): reject self-loop relations at the manual write paths by @danielaskdd in #3625
- perf(kg): drop the seed-degree round trip from PGTable traversal by @ysys143 in #3618
- fix(milvus): page vector/id lookups to respect the gRPC response ceiling #3584 by @El-Tatane in #3629
- fix: forward embedding_dim to Ollama's embed API by @Vishwamitra in #3604
- fix: disable thinking for Ollama extract/keyword roles by default by @Vishwamitra in #3599
- fix(base): tolerate undeclared fields when rehydrating DocProcessingStatus by @qianheng-aws in #3633
- fix(llm): close OpenAI stream/client when GeneratorExit interrupts a mid-COT close by @AmirF194 in #3635
- fix(api): fail fast for custom Ollama embedding dimensions by @pengpengyi92 in #3636
- build(deps-dev): bump the build-tools group in /lightrag_webui with 5 updates by @dependabot[bot] in #3641
- build(deps): bump the react group across 1 directory with 3 updates by @dependabot[bot] in #3639
- build(deps): bump lucide-react from 1.26.0 to 1.29.0 in /lightrag_webui in the ui-components group by @dependabot[bot] in #3640
- build(deps): bump the content-rendering group across 1 directory with 2 updates by @dependabot[bot] in #3642
- build(deps): bump the frontend-minor-patch group across 1 directory with 4 updates by @dependabot[bot] in #3643
- fix(kg): refuse PGGraphStorage on Apache AGE >= 1.8.0, which crashes the backend by @ysys143 in #3621
- Refactor/parser cancellation exception rename by @MasaSN in #3637
- refactor(neo4j): clarify batch edge read contract by @danielaskdd in #3648
- fix(api): preserve source files when deleting duplicate markers by @pengpengyi92 in #3632
- docs: fix broken example links in programming guide by @Shizoqua in #3649
- docs: fix outdated defaults and env var names by @Shizoqua in #3653
- fix(parser): bound external result downloads for MinerU and Docling by @Shizoqua in #3638
- fix(webui): harden graph type color resolution against reserved property names by @danielaskdd in #3655
- docs(env.example): add the missing EXTRACT role variables by @torvalstrom in #3651
- fix(lmdeploy): preserve do_sample setting by @Shizoqua in #3654
- fix(parser): prevent quadratic Markdown image parsing by @danielaskdd in #3656
- fix(api): generalize EMBEDDING_DIM startup guard to all embedding bindings by @ClaireXi99 in #3646
- docs: document OrcaRouter as an OpenAI-compatible LLM binding by @Marc-oss-hub in #3650
New Contributors
- @El-Tatane made their first contribution in #3629
- @Vishwamitra made their first contribution in #3604
- @qianheng-aws made their first contribution in #3633
- @AmirF194 made their first contribution in #3635
- @MasaSN made their first contribution in #3637
- @Shizoqua made their first contribution in #3649
- @torvalstrom made their first contribution in #3651
- @letsgetai made their first contribution in #3473
- @ClaireXi99 made their first contribution in #3646
- @Marc-oss-hub made their first contribution in #3650
Full Changelog: v1.5.6...v1.5.7rc1