GitHub Advisoryadvisory · PyPI
GHSA-hrmj-7rvj-4hg8 lightrag-hku: Sensitive Information Exposure Through Raw Exception Messages in API Error Responses
MEDIUM
Official page ↗
- Aliases
- CVE-2026-85709
- Ecosystem
- PyPI
- Packages
- lightrag-hku
- Severity
- Moderate
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N
- Weaknesses
- CWE-209
- Reviewed
- 2026-09-22
Affected packages
• PyPI lightrag-hku: < 1.5.5 → fixed in 1.5.5
Description
Summary
The LightRAG API server passes raw Python exception messages directly into HTTP
error responses across 30+ error handlers in every router. When combined with
the default unauthenticated configuration (see companion report on CWE-306), any
network-reachable client can trigger exceptions whose raw text discloses
internal infrastructure — server filesystem paths, database host/port/user, LLM
provider error details, and Python library internals. No global exception
handler sanitizes error messages before they reach the client.
Details
Throughout the API route handlers, exceptions are caught and their string
representation is returned verbatim via `detail=str(e)` / `detail=str(exc)`
(and f-string variants such as `detail=f"...: {str(e)}"`). This occurs in every
router file. Location breakdown on the current `main` branch:
HTTP 500 — raw exception passthrough (`except Exception as e`):
• `document_routes.py` — 13
• `graph_routes.py` — 12 (mix of `detail=f"...{str(e)}"` and `detail=error_msg`)
• `query_routes.py` — 3
• `ollama_api.py` — 2
• `lightrag_server.py` — 1 (health endpoint)
HTTP 422 — raw exception passthrough (`except ValueError as exc`):
• `document_routes.py` — 2 (chunking-config validation)
Total: ~33 raw-exception-to-HTTP-response locations. The only pre-existing
custom exception handler in `lightrag_server.py` is specific to
`RequestValidationError` for `/query/data`; it does not cover the generic
`Exception` handlers in route code.
Example pattern (`document_routes.py`, upload handler):
```python
except Exception as e:
logger.error(f"Error /documents/upload: {file.filename}: {str(e)}")
raise HTTPException(status_code=500, detail=str(e))
```
Categories of sensitive information that can leak through these responses:
1. Server filesystem paths. File-I/O errors from the default JSON storage
backend expose the server's directory layout
(e.g. `[Errno 13] Permission denied: '/app/data/rag_storage/default/kv_store_full_docs.json'`),
aiding path-traversal or targeted attacks. *(Verified — see PoC Step 1.)*
2. Database host / port / user / database name. Connection errors from the
PostgreSQL, MongoDB, Redis, or Neo4j backends surface the target the driver
was trying to reach — e.g. asyncpg raises
`password authentication failed for user "lightrag"` (username) or a socket
error naming the unreachable host and port.
Note on credentials: the PostgreSQL backend uses `asyncpg`, which is
built from keyword parameters and does not echo the password in its
exception strings — so a raw asyncpg error leaks host/port/user/db, not the
password. URI-configured backends behave differently: the MongoDB backend is
built with `AsyncMongoClient(MONGO_URI, ...)`, and a malformed-URI /
configuration error from pymongo can surface the connection string itself,
which may embed credentials (`mongodb://user:password@host:port/`). The leak
surface is therefore backend- and error-type-dependent.
3. LLM provider error details. Errors from OpenAI / Gemini / Bedrock and
other providers may include model names, organization ids, or partial API
error context that reveal the deployment.
4. Python library internals. Unexpected exceptions expose class names,
library-internal messages, and stack fragments that fingerprint the server
stack and version.
5. Configuration details. Errors during configuration/parsing may reveal
storage backend types and other configuration values.
The risk is amplified by the default unauthenticated configuration (CWE-306,
companion report), which lets any network client trigger and read these errors
without credentials.
PoC
Tested on a clean checkout with the `[api]` extras installed and the server run
via `lightrag-server`.
Step 1 — Filesystem path disclosure (default JSON storage)
With the default storage backend, a file-permission error is returned verbatim:
```bash
Make a storage file unreadable to force an I/O error.
chmod 000 ./rag_storage/default/kv_store_full_docs.json
curl -s http://localhost:9621/documents | python3 -m json.tool
```
Vulnerable response — the full server-side path is disclosed:
```json
{
"detail": "[Errno 13] Permission denied: '/app/data/rag_storage/default/kv_store_full_docs.json'"
}
```
Step 2 — Database infrastructure disclosure (PostgreSQL backend)
Configure a PostgreSQL KV backend pointed at an unreachable / misconfigured host:
```
LIGHTRAG_KV_STORAGE=PGKVStorage
POSTGRES_HOST=nonexistent-host-12345.example.com
POSTGRES_PORT=5432
POSTGRES_USER=lightrag
POSTGRES_DATABASE=lightrag
```
A request that touches storage returns the raw connection error, disclosing the
host / port / user the server is configured to reach (the asyncpg password is
not echoed — see the credentials note above):
```json
{
"detail": "[Errno -2] Name or service not known"
}
```
For a URI-configured backend such as MongoDB (`MONGO_URI=mongodb://user:pass@host:port/db`),
a malformed-URI / configuration error can instead surface the connection string
itself, including any embedded credentials.
Impact
Error-message information exposure. A client able to reach the LightRAG
server can extract:
• Confidentiality (C:L): server filesystem paths, database host/port/user/db,
LLM provider configuration hints, and Python stack internals from raw
exception messages; for URI-configured backends, potentially the connection
string (with embedded credentials).
• Escalation risk: leaked hosts/paths aid follow-on attacks; a leaked
connection URI could enable direct database access if the database is
network-reachable.
When combined with the default unauthenticated configuration, any
network client can trigger and read these responses without authentication,
which is why this is scored `PR:N`.
Suggested remediation
1. Replace every `detail=str(e)` / `detail=str(exc)` pattern with a generic
client message. Log the full exception server-side (message + traceback) and
return only a generic message plus a correlation id:
```python
except Exception as e:
logger.error(f"Error /documents/upload: {file.filename}: {e!r}")
raise HTTPException(status_code=500, detail="Internal server error")
```
2. Register a last-resort global handler as defense-in-depth so any
exception that escapes a route is sanitized identically:
```python
@app.exception_handler(Exception)
async def unhandled_exception_handler(request, exc):
logger.error(f"Unhandled exception: {exc!r}", exc_info=True)
return JSONResponse(status_code=500, content={"detail": "Internal server error"})
```
3. Preserve genuine client-input validation feedback. The two HTTP 422
chunking-config validators emit controlled, non-sensitive messages; keep them
as 422 feedback rather than genericizing to 500 — but wrap the raw exception
so it is never a bare passthrough.
Fix status: implemented in HKUDS/LightRAG#3422 — a shared
`internal_server_error()` helper routes all 500 handlers through a generic body
carrying a correlation id (full detail logged server-side), a global
`@app.exception_handler(Exception)` is registered in `create_app`, and the two
422 validators are wrapped.
Credits
• Thai Son Dinh from VinSOC Labs (R&D)
• Nguyen Huy Vu Dung from VinSOC Labs (AppSec)
Related
Alias · CVE (1)
- CVE-2026-85709 LightRAG provides simple and fast retrieval-augmented generation. vulnerability
Weakness · CWE (1)
- CWE-209 Generation of Error Message Containing Sensitive Information weakness
References
- https://github.com/HKUDS/LightRAG/security/advisories/GHSA-hrmj-7rvj-4hg8 web
- https://nvd.nist.gov/vuln/detail/CVE-2026-85709 advisory
- https://github.com/HKUDS/LightRAG/pull/3422 web
- https://github.com/HKUDS/LightRAG/commit/4d90a0eb35d40b45f3a9045e308ec126897a3364 web
- https://github.com/HKUDS/LightRAG/commit/dcab315d7dc1eea682e9b2c4fcb1b06474484c47 web
- https://github.com/HKUDS/LightRAG package
- https://github.com/HKUDS/LightRAG/releases/tag/v1.5.5 web