- 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>
Adds Azure DevOps as a new data source, syncing repository files and pull requests. Supports both hosted and self-hosted. Excludes wikis, work items, and binaries. Includes checkpoint/resume, change detection via commit IDs, and handles Azure's quirky 203 auth response. Tests passed against real deployment.
### Summary
Fix add_message so API-key callers can pass user_id (previously ignored because Python checked a Go-only flag). Now uses g.auth_type == AUTH_API. JWT/session callers stay bound to the authenticated principal. Tests added; backward compatible.
### Summary
Closes#17848.
This replaces #17958 with a smaller implementation focused on the
original requirement. The previous PR gradually expanded beyond the
necessary scope; the optional custom endpoint extension is intentionally
excluded from this version.
- Add request-scoped Bedrock API key authentication to the Python
Bedrock adapters and Go chat runtime.
- Discover and persist models available to API key instances, so users
do not need to manually enter the model type, model name, or maximum
token count.
- Add API Key mode to the existing Bedrock settings UI and refresh the
model and default-model lists after instance changes.
- Preserve selected models during credential-only updates while keeping
the existing SigV4 authentication modes unchanged.
- Return a clear error for unsupported API-key reranking.
- Document instance-scoped authentication and short-term API key
guidance.
configurations.md and backup_and_migration.md cross-linked each other
via /migration#... and /configurations#s3-tigris. These host-absolute
paths match no route on the docs site (real pages live under
/administrator/...) and 404 on GitHub. Point them at the sibling
markdown files so both Docusaurus and GitHub can resolve them; the
existing anchors are preserved.
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Co-authored-by: jindou <jindou@local>
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### Summary
Adds You.com as a built-in Web Search provider for RAGFlow Chat,
alongside Tavily and Querit, using the provider-neutral dispatch #17813
put in place. No changes to existing Tavily or Querit behaviour.
You.com runs its own web index and returns several extracted passages
per result rather than a single meta description, so retrieved chunks
arrive with usable context.
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Co-authored-by: Brian Sparker <brainsparker@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Horace
brucehu
AnonrouterandSunday Labs --labrat
Jean-Rémi Larcelet-Prost
Gonghan-PrincessandGonghan-Princess
YanZhang
buua436
Wang Qi
Liu An
Jin Hai
Ethan Yoo
Konstantin Romankov
天海蒼灆
VincentLambert
Sbaaoui Idriss
ÖnderyandCursor
liwu96andsunshuren
MarMar Labs
Eric CurtinandJin Hai
helloxjade
崔涣
Burak Bayırandkriptoburak
Erhan Aydın
Ali Farhan
He Wang
Yingfeng
