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562 commits

Author SHA1 Message Date
Timothy Jaeryang Baek
6d0295588e refac: modernize type annotations (PEP 604 / PEP 585) 2026-05-12 17:10:15 +09:00
Timothy Jaeryang Baek
a59c967d7e refac: modernize imports, standardize type hints and docstrings 2026-05-12 06:30:38 +09:00
Timothy Jaeryang Baek
1413ce4a52 refac 2026-05-12 05:30:25 +09:00
Timothy Jaeryang Baek
90a02e623f refac 2026-05-12 03:04:35 +09:00
Classic298
e7ba8978c6
fix: reject parser-confusing chars in validate_url to close SSRF bypass (#24534)
urllib.parse.urlparse and requests/aiohttp disagree on how to split URLs
containing backslash, tab, CR, or LF in or around the netloc. urlparse
treats backslash as part of userinfo and uses what follows '@' as the
host; requests treats backslash as the start of the path and connects
to whatever precedes it. The same URL therefore passes the private-IP
filter (urlparse sees a public host) but reaches an internal target
(requests connects to e.g. 127.0.0.1). End result is an SSRF that the
existing IP block list cannot catch because it's evaluating the wrong
host.

PoC: http://127.0.0.1:6666\@1.1.1.1 — urlparse hostname is 1.1.1.1
(global, passes), requests reaches 127.0.0.1 (loopback).

Reject up front any URL containing one of the four documented parser-
confusing characters before either parser gets a chance to interpret
it. None of these characters is valid in an unencoded URL (\ should
always be %5C, whitespace should be %09 / %0A / %0D), so this is a
pure defensive rejection with no legitimate-input false positives.

Reported by Fushuling and RacerZ-fighting in GHSA-8w7q-q5jp-jvgx.

Co-authored-by: Fushuling <Fushuling@users.noreply.github.com>
Co-authored-by: RacerZ-fighting <RacerZ-fighting@users.noreply.github.com>
2026-05-11 00:57:48 +09:00
Timothy Jaeryang Baek
df42d96c95 refac 2026-05-09 21:05:49 +09:00
Classic298
8854541508
fix: prevent redirect-based SSRF in web-fetch and image-load call sites (#24491)
validate_url() in retrieval/web/utils.py only validates the initial URL.
The HTTP clients used downstream (sync requests, sync requests via the
parent WebBaseLoader._scrape, aiohttp via load_url_image) followed 3xx
redirects by default and did not re-validate the redirect target against
the private-IP / metadata-IP block list. An authenticated user could
submit a public URL that 302-redirected to an internal address (RFC1918,
127.0.0.1, 169.254.169.254, etc.) and the redirected response was returned
to them, enabling SSRF reads of internal services and cloud metadata.

Three call sites needed allow_redirects=False to match the policy already
enforced on the async _fetch() path:

- SafeWebBaseLoader: override requests_kwargs in __init__ so that the
  inherited synchronous _scrape() path passes allow_redirects=False to
  self.session.get() (the parent WebBaseLoader uses requests' default
  allow_redirects=True).
- get_content_from_url (retrieval/utils.py): pass allow_redirects=False
  on the streamed requests.get(...) call.
- load_url_image (routers/images.py, image-edits endpoint): pass
  allow_redirects=False on the aiohttp session.get(...) call.

Reports consolidated under GHSA-rh5x-h6pp-cjj6:
- GHSA-rh5x-h6pp-cjj6 (tenbbughunters / Tenable) - sync _scrape
- GHSA-5vxg-6gmv-m2qr (YLChen-007) - load_url_image
- GHSA-hf76-c83f-63w2 (tempcollab) - aiohttp _fetch (already fixed)
- GHSA-h55f-h5fh-mvm4 (sneaXOR) - get_content_from_url
2026-05-09 21:01:45 +09:00
Timothy Jaeryang Baek
7bcc0e2e5c chore: format 2026-05-09 15:25:27 +09:00
Timothy Jaeryang Baek
bb0e6cb108 refac 2026-05-09 06:41:42 +09:00
Timothy Jaeryang Baek
6700f7bb72 feat: brave search llm context 2026-05-09 06:34:25 +09:00
Timothy Jaeryang Baek
9386fc83a3 refac 2026-05-09 04:49:18 +09:00
Timothy Jaeryang Baek
6dff85b9d2 refac 2026-05-09 02:08:08 +09:00
Timothy Jaeryang Baek
9adc0c442a refac 2026-05-09 02:02:02 +09:00
Timothy Jaeryang Baek
8ff7ff459b chore: format 2026-04-24 18:48:21 +09:00
RomualdYT
e0d6074cd2
refactor(firecrawl): use v2 API directly (#23934)
Co-authored-by: Tim Baek <tim@openwebui.com>
2026-04-24 18:32:08 +09:00
Timothy Jaeryang Baek
1cea8ec7d4 refac 2026-04-24 17:59:45 +09:00
Timothy Jaeryang Baek
60f67c7c17 refac 2026-04-24 17:07:23 +09:00
goodbey857
58bc254809
feat: add PaddleOCR-vl loader support and implement retrieval router infrastructure (#23945)
Co-authored-by: Tim Baek <tim@openwebui.com>
Co-authored-by: joaoback <156559121+joaoback@users.noreply.github.com>
2026-04-24 15:19:37 +09:00
Timothy Jaeryang Baek
0e311a95a7 refac 2026-04-24 15:16:37 +09:00
Timothy Jaeryang Baek
65f55847a1 refac 2026-04-21 16:04:48 +09:00
Timothy Jaeryang Baek
6cc799b1bb chore: format 2026-04-21 15:52:00 +09:00
Timothy Jaeryang Baek
b9fc3f367a refac 2026-04-21 15:47:32 +09:00
Timothy Jaeryang Baek
fd25152076 refac 2026-04-20 08:34:15 +09:00
Timothy Jaeryang Baek
4113b15a60 chore: format 2026-04-17 14:28:18 +09:00
Timothy Jaeryang Baek
f44b7a01f5 refac 2026-04-17 13:59:46 +09:00
Timothy Jaeryang Baek
860b90fd17 refac 2026-04-17 13:47:21 +09:00
Timothy Jaeryang Baek
4d2f189810 feat: add RAG_RERANKING_BATCH_SIZE configuration option
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Add configurable reranker batch size (env var RAG_RERANKING_BATCH_SIZE,
default 32) following the same pattern as RAG_EMBEDDING_BATCH_SIZE.

- config.py: PersistentConfig for RAG_RERANKING_BATCH_SIZE
- main.py: import, state init, pass to get_reranking_function
- colbert.py: accept batch_size param in predict() (was hardcoded 32)
- utils.py: get_reranking_function passes batch_size at call time
- retrieval.py: expose in config GET/POST endpoints and ConfigForm
- Documents.svelte: add Reranking Batch Size input in admin settings

Closes #23730
2026-04-17 08:35:45 +09:00
Timothy Jaeryang Baek
5dae600ce7 chore: format 2026-04-14 17:27:31 -05:00
Classic298
a3ea7bf043
fix(retrieval): offload Loader.load to a worker thread so file uploads stop blocking the event loop (#23705)
Loader.load() dispatches to the underlying langchain document loaders
(PyMuPDF, Unstructured, python-docx, Tika, …) which are all
synchronous and CPU/IO-bound. process_file() awaited it directly on
the event loop, so parsing a non-trivial PDF/DOCX would freeze the
entire FastAPI app for the duration of the parse — which is what users
experience as "the server hangs whenever I upload a file."

Add an `aload()` async wrapper on Loader that runs the sync load on a
worker thread via asyncio.to_thread, and update process_file() to
await it. The sync API is preserved so existing callers that already
run inside run_in_threadpool (e.g. save_docs_to_vector_db) are
unaffected.

https://claude.ai/code/session_01JSr4NZSskEUQvoJnavVXh8

Co-authored-by: Claude <noreply@anthropic.com>
2026-04-14 10:55:46 -05:00
Classic298
804f9f3153
fix(retrieval): offload sync VECTOR_DB_CLIENT calls in async paths via AsyncVectorDBClient (#23706)
* fix(retrieval): offload sync VECTOR_DB_CLIENT calls in async paths via AsyncVectorDBClient

The vector DB backends (Chroma, pgvector, Qdrant, Milvus, Pinecone,
Weaviate, …) are uniformly synchronous and their methods perform
blocking network or disk I/O. Multiple async route handlers and helpers
were calling them directly on the event loop — file processing,
memories, knowledge bases, hybrid search bookkeeping — so a single
upsert/delete/search would freeze every other in-flight request for the
duration of the call.

Introduce `AsyncVectorDBClient`, a thin async facade that wraps the
existing sync client and dispatches each method through
`asyncio.to_thread`. It mirrors `VectorDBBase` exactly and forwards
*args/**kwargs so backend-specific extra parameters keep working.

Update every async-context call site (routers/retrieval, routers/files,
routers/memories, routers/knowledge, retrieval/utils,
tools/builtin) to await `ASYNC_VECTOR_DB_CLIENT` instead of calling the
sync client directly. Two helpers that were sync-only also acquire
async siblings or are awaited via `asyncio.to_thread` at their async
call site (`remove_knowledge_base_metadata_embedding`,
`get_all_items_from_collections`, `query_doc`).

The original sync `VECTOR_DB_CLIENT` is unchanged, so callers that
already run inside `run_in_threadpool` (e.g. `save_docs_to_vector_db`
and the sync `query_doc`/`get_doc` helpers) are unaffected.

https://claude.ai/code/session_01JSr4NZSskEUQvoJnavVXh8

* fix(retrieval): restore explicit AsyncVectorDBClient signatures matching VectorDBBase

Per PR review: the original *args/**kwargs forwarding lost type
safety and IDE/static-analysis support. Restore explicit signatures
that mirror VectorDBBase exactly, so:

  * Bad kwargs fail at the facade boundary instead of inside the
    worker thread (where the resulting TypeError tends to be
    swallowed by surrounding `try/except`).
  * IDE autocomplete and static analysis work as expected.
  * The stated intent ("mirror VectorDBBase exactly") now holds at
    the API contract level, not just behaviourally.

While doing this, surface a pre-existing bug in
`delete_entries_from_collection` that the stricter typing flagged:
the call passed `metadata={'hash': hash}` which is not a parameter
on `VectorDBBase.delete` nor any backend. The TypeError raised
inside the sync delete was silently swallowed by `except Exception`
so the endpoint always reported `{'status': False}` for every
request instead of actually deleting matching vectors. Replace with
`filter=...` to do what the endpoint name promises.

The thorough review's other note (no concurrency/backpressure on
the shared default threadpool) is intentionally not addressed here:
asyncio.to_thread on the shared executor is the right primitive for
this use case; per-domain bounded executors would add lifecycle
complexity disproportionate to the problem and the loop is no
longer blocked, which was the actual bug.

https://claude.ai/code/session_01JSr4NZSskEUQvoJnavVXh8

* fix(retrieval): parallelize hybrid-search collection prefetch; document async facade contracts

Address PR review findings:

1. Hybrid-search prefetch was sequential
   `query_collection_with_hybrid_search` previously awaited
   `ASYNC_VECTOR_DB_CLIENT.get(name)` once per collection in a for
   loop. Each call already off-loaded to a worker thread, but
   awaiting them serially meant total prefetch latency scaled
   linearly with the number of collections. Run them concurrently
   with `asyncio.gather` so multi-collection queries actually
   benefit from the threadpool. Per-collection exception handling
   is preserved by wrapping each fetch in a small helper that
   logs and returns `(name, None)` on failure, so a single bad
   collection cannot poison the whole gather.

2. Document the thread-safety expectation explicitly
   The facade now formally states what was always implicit: the
   sync `VECTOR_DB_CLIENT` is shared across worker threads, so the
   underlying backend driver must be thread-safe. This is not a
   new exposure — `save_docs_to_vector_db` already called the sync
   client from `run_in_threadpool`. Adding a global lock here
   would defeat the responsiveness the facade exists to provide;
   backends that cannot tolerate concurrent access should grow
   their own internal serialization.

3. Document the API-surface choice and `.sync` escape hatch
   The strict `VectorDBBase` mirror was a deliberate choice (the
   previous `*args/**kwargs` revision let a `metadata=` typo
   silently break an endpoint). Document it, and call out the
   `.sync` escape hatch with an example for callers that genuinely
   need a backend-specific parameter not on `VectorDBBase`.

https://claude.ai/code/session_01JSr4NZSskEUQvoJnavVXh8

* fix(retrieval): guard /delete against null file.hash and let HTTPException reach the client

Address PR review finding on the `metadata=` → `filter=` change in
`delete_entries_from_collection`.

The new `filter={'hash': hash}` query was correct for files that
have a hash, but did not handle `file.hash is None` (unprocessed,
failed, or legacy records). The match semantics of a null filter
value are backend-dependent — some ignore the key entirely, some
treat it as "metadata field absent" and match every such row — so
issuing the query risked deleting unrelated entries.

  * Reject `hash is None` up front with a 400 explaining the file
    has no hash to target.

  * Narrow the surrounding `except Exception` so it no longer
    swallows `HTTPException`. Without this fix the new 400 (and the
    pre-existing 404 for missing files) would be silently re-shaped
    into `{'status': False}` and the caller could not distinguish a
    bad-request input from a backend error.

https://claude.ai/code/session_01JSr4NZSskEUQvoJnavVXh8

---------

Co-authored-by: Claude <noreply@anthropic.com>
2026-04-14 10:50:18 -05:00
Timothy Jaeryang Baek
8dba798cce refac 2026-04-13 16:03:36 -05:00
Timothy Jaeryang Baek
9c64d84ad9 refac 2026-04-13 15:03:22 -05:00
Classic298
0753409e7b
fix: use ipaddress stdlib for IPv6 SSRF protection (#23453)
The validators.ipv6(ip, private=True) call always returns a falsy ValidationError because validators==0.35.0 does not support the private kwarg for IPv6. This means any hostname resolving to a private IPv6 address (::1, fd00::*, ::ffff:169.254.169.254) bypasses SSRF protection entirely, circumventing the fix for CVE-2025-65958.

Replace both the IPv4 and IPv6 validators-based private checks with Python's stdlib ipaddress module using an allowlist approach (not addr.is_global). This blocks all non-globally-routable addresses — private, loopback, link-local, reserved, multicast, and unspecified — for both IPv4 and IPv6, including IPv4-mapped IPv6 addresses.
2026-04-12 16:34:13 -05:00
Timothy Jaeryang Baek
27169124f2 refac: async db 2026-04-12 14:22:11 -05:00
Timothy Jaeryang Baek
6d736d3c59 refac 2026-03-26 19:01:33 -05:00
Timothy Jaeryang Baek
350d52f515 chore: format 2026-03-25 16:43:06 -05:00
Timothy Jaeryang Baek
8b6fa1f4ab refac 2026-03-24 20:14:28 -05:00
Timothy Jaeryang Baek
d738044f47 refac 2026-03-24 17:03:08 -05:00
Timothy Jaeryang Baek
9a2c60d595 refac 2026-03-21 17:12:33 -05:00
biebiep
f593f92f18
FIX: serper.dev API - Change snippet key from 'description' to 'snippet' (#22869)
This has apparently been broken since forever and native tool calling made it a lot more apparent.
2026-03-20 18:54:16 -05:00
Timothy Jaeryang Baek
de3317e26b refac 2026-03-17 17:58:01 -05:00
Timothy Jaeryang Baek
fcf7208352 refac 2026-03-17 17:56:15 -05:00
Ethan T.
a229f9ea42
fix: replace bare except with except Exception (#22473)
Replace bare except clauses with except Exception to follow Python best practices and avoid catching unexpected system exceptions like KeyboardInterrupt and SystemExit.
2026-03-15 17:48:23 -05:00
Timothy Jaeryang Baek
6862d618ee refac 2026-03-13 20:57:12 -05:00
Timothy Jaeryang Baek
c6a1469fad refac 2026-03-08 19:05:15 -05:00
Timothy Jaeryang Baek
61366cbcda refac 2026-03-08 18:57:20 -05:00
Timothy Jaeryang Baek
352391fa76 chore: format 2026-03-08 18:14:09 -05:00
Code with love
265d1b2824
Add support for mariadb-vector as backing vector DB (#21931) 2026-03-08 17:13:14 -05:00
Timothy Jaeryang Baek
710320601a refac 2026-03-08 16:41:21 -05:00
Alvin Tang
2c35bdbcf5
fix: replace bare string raises with proper exception types (#22446)
`raise "string"` in Python raises TypeError instead of the intended
error, making error messages confusing and debugging difficult.

Co-authored-by: gambletan <ethanchang32@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-08 16:39:09 -05:00