Adds an overview of RAGFlow MCP features.
Adds guides for using RAGFlow as an MCP server and connecting external
MCP servers.
Improves navigation between related MCP documents.
### Summary
- Point stale Knowledge Graph and PageIndex links at their current
knowledge-compilation documentation.
- Keep two historical release-note entries as plain text because their
former standalone guides no longer exist.
- Fix the harness README link to the repository license and identify it
correctly as Apache License 2.0.
- Update version tags in README files (including translations) from
v0.27.1 to v0.27.2
- Modify Docker image references and documentation to reflect new
version
- Update version badges and image descriptions
- Maintain consistency across all language variants of README files
Added Hubris as a new OpenAI-compatible model provider for the Russian market, with per-model thinking.default_value empirically measured (not guessed), endpoint pinned (not configurable)
Add Sitemap data source — ingests web pages from sitemap.xml with incremental sync. Supports HTML→Markdown extraction, PDF discovery, URL filtering, SSRF protection.
### Summary
The API docs now describe the optional language field for dataset
creation and updates. They document trimming, validation limits,
defaults, and unchanged update behavior.
Fixed existing typos and documentation inconsistencies.
Corrected and clarified parameter types.
Improved parameter constraints and required/optional field descriptions.
Updated several parameter descriptions to better reflect their actual
behavior.
Add user attribution to embedding calls — forwards user on OpenAI-compatible providers via current_llm_user(). Excludes LocalAI/Xinference (reject unknown fields). Accepts user_id on ingest/parse/chunk endpoints; redacts from logs. Omitted = unchanged. Go/vision/TTS/ASR out of scope.
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Co-authored-by: Cursor <cursoragent@cursor.com>
Fix config guide — user_default_llm is no longer supported. Now explains OSS tenants configure their own providers/defaults, links model setup guide, and notes Enterprise role-level defaults. TEI note retained. Docs only.
Co-authored-by: sunshuren <sunshuren@tal.com>
Add llmman support (local OCI-distributed models) — Python + Go chat/embeddings/list. Uses OpenAI API shape.
Signed-off-by: Eric Curtin <eric.curtin@docker.com>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
Fix OAuth callback URL examples in docs — now use /api/v1/auth/oauth/<channel>/callback (was stale /v1/user/oauth/callback).
Co-authored-by: 谢金城 <xiejincheng@xgd.com>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### Summary
Both configuration guides document the API server's port as `port`:
- `docs/administrator/configurations/configurations.md:152`
- `docker/README.md:190`
The key in `docker/service_conf.yaml.template:5` is `http_port`
### Summary
Add Xquik as a new data source for X (Twitter) post ingestion. Supports Latest/Top queries, cursor pagination, incremental sync, and maps engagement/media to RAGFlow documents. Stops duplicate requests on repeated cursors. Tests and docs included.
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Co-authored-by: kriptoburak <kriptoburak@users.noreply.github.com>
YanZhang
coderdailyone
MarMar Labs
Sbaaoui Idriss
Seven
Mnimiy
DennyHo0917
Wenchao An
Horace
brucehu
AnonrouterandSunday Labs --labrat
Jean-Rémi Larcelet-Prost
Gonghan-PrincessandGonghan-Princess
buua436
Wang Qi
Liu An
Jin Hai
Ethan Yoo
Konstantin Romankov
天海蒼灆
VincentLambert
ÖnderyandCursor
liwu96andsunshuren
Eric CurtinandJin Hai
helloxjade
崔涣
Burak Bayırandkriptoburak