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.
---------
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.
---------
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.
---------
Co-authored-by: Brian Sparker <brainsparker@users.noreply.github.com>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
### Summary
This PR adds [Serply](https://serply.io) as a third web search provider
for chat assistants, alongside the existing Tavily and Querit options.
### What problem does this PR solve?
- Update version tags in README files (including translations) from
v0.26.4 to v0.27.0
- 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
### Type of change
- [x] Documentation Update
Two dead internal links found by auditing every docs link against the
current file tree:
1. **docs/faq.mdx (3 occurrences)**: points to
`./guides/run_health_check.md`, which was removed in #12363 because the
system web page is disabled since v0.22.0 and health checking is now
covered by the API. The links now point to the "Check system health"
section of the HTTP API reference (`/api/v1/system/healthz`).
2. **docs/references/http_api_reference.md**: the custom-parameter note
links to `../guides/agent/agent_component_reference/begin.md`, but that
directory was replaced by `agent_workflow/`. Updated to
`../guides/agent/agent_workflow/basic_component.md`, which documents the
Begin component.
### Summary
Closes#18019.
Pigsty renamed its community MinIO fork from `pgsty/minio` to
`pgsty/silo` on 2026-08-06 ([announcement in the repo
README](https://github.com/pgsty/silo#readme)). `pgsty/minio` is frozen
at `RELEASE.2026-08-04T00-00-00Z` — all further releases, including
security fixes, ship as `pgsty/silo`. RAGFlow still pins the old name,
so it is now parked on an image that no longer gets updates.
### Summary
Brings both halves of the Tenki sandbox provider onto current SDKs and
removes `project_id`, which Tenki deleted from its API.
**Go:** `github.com/LuxorLabs/tenki-sdk-go/sandbox` `v0.5.2` → `v0.7.0`
(current latest).
**Python:** the provider's SDK was renamed on PyPI — `tenki-sandbox` is
frozen at 0.4.0 and everything from 0.5 ships as
[`tenki`](https://pypi.org/project/tenki/). The docs told operators to
`pip install tenki-sandbox`, which installs a stale SDK that no longer
matches this provider's expectations.
**`project_id` is gone.** Tenki removed project scoping from the sandbox
API in 0.5.x: `Client.create()` no longer accepts `project_id`, so the
current code path would raise `TypeError` against a current SDK. It was
also marked `required: True` in the config schema, so the Admin >
Sandbox Settings form asked for a value that no longer exists.
## What
This pull request adds **MWS GPT Model Hub** as a built-in model
provider in RAGFlow.
The integration allows users to configure an MWS project endpoint and
token, discover the models available to that project, and use supported
MWS models for chat completion, embeddings, and reranking.
Co-authored-by: ilarionov_n <ilarionov_n@promis.ru>
### What problem does this PR solve?
Fixes#17623 by updating the retrieval API response example to use
`dataset_id`, matching the actual `POST /api/v1/retrieval` response
field and the implementation mapping from internal `kb_id`.
Co-authored-by: Codex <codex@openai.com>
buua436
Eric CurtinandJin Hai
helloxjade
YanZhang
Wang Qi
Liu An
崔涣
MarMar Labs
Burak Bayırandkriptoburak
Erhan Aydın
Ali Farhan
He Wang
Yingfeng
Serply
yzxcj797
Mpider-San
EdgeMLHacker
wenqian
Carl Calaquian
nikminerandilarionov_n
richboyneedcash
euvre
Ziyang Guo
EthanZhang
Loi NguyenandCodex