Vulnerabilities in pkg:pypi/langchain-openai
PACKAGECVE-2026-41488 is a LOW (CVSS 3.1) image token counting ssrf protection vulnerability (CWE-918: Server-Side Request Forgery (SSRF)) affecting langchain-openai libraries in the PyPI ecosystem. The issue involves image token counting ssrf protection can be bypassed via dns rebinding. Remediation is available by upgrading affected packages to version 1.1.14.
pkg:pypi/langchain-openai
Vulnerability advisories affecting package pkg:pypi/langchain-openai. Select an advisory below to view technical details or fixes.
| Advisory ID | CVE / NVD | Severity | Summary |
|---|---|---|---|
| GHSA-r7w7-9xr2-qq2r | CVE-2026-41488 | LOW | langchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding |
CVE-2026-41488 at a Glance
Security Impact
CVSS: 3.1
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N).
How to Fix CVE-2026-41488
To remediate this vulnerability, upgrade all affected langchain-openai dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install langchain-openai>=1.1.14
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show langchain-openai
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-41488, inspect your installed packages using pip:
pip show langchain-openai
Analyze the terminal output to locate any version of langchain-openai in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 1.1.14), your application is affected.
Note: The pip show langchain-openai command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-918: Server-Side Request Forgery (SSRF), where the web server receives a url or similar request from an upstream component and retrieves the contents of this url, but it does not sufficiently ensure that the request is being sent to the expected destination. In langchain-openai, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2026-41488 Affected langchain-openai Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
langchain-openai
|
PyPI |
< 1.1.14
|
1.1.14
|
References
Frequently Asked Questions
What is CVE-2026-41488?
Which langchain-openai versions are affected?
What version fixes CVE-2026-41488?
Is langchain-openai affected?
What is the CVSS score of CVE-2026-41488?
What CWE is associated with CVE-2026-41488?
How can I check PyPI dependencies for CVE-2026-41488?
Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-r7w7-9xr2-qq2r",
"modified" : "2026-06-06T00:59:02Z",
"published" : "2026-04-16T23:00:12Z",
"aliases" : [ "CVE-2026-41488" ],
"summary" : "langchain-openai: Image token counting SSRF protection can be bypassed via DNS rebinding",
"details" : "## Summary\n\n`langchain-openai`'s `_url_to_size()` helper (used by `get_num_tokens_from_messages` for image token counting) validated URLs for SSRF protection and then fetched them in a separate network operation with independent DNS resolution. This left a TOCTOU / DNS rebinding window: an attacker-controlled hostname could resolve to a public IP during validation and then to a private/localhost IP during the actual fetch.\n\nThe practical impact is limited because the fetched response body is passed directly to Pillow's `Image.open()` to extract dimensions — the response content is never returned, logged, or otherwise exposed to the caller. An attacker cannot exfiltrate data from internal services through this path. A potential risk is blind probing (inferring whether an internal host/port is open based on timing or error behavior).\n\n## Affected versions\n\n- `langchain-openai` < 1.1.14\n\n## Patched versions\n\n- `langchain-openai` >= 1.1.14 (requires `langchain-core` >= 1.2.31)\n\n## Affected code\n\n**File:** `libs/partners/openai/langchain_openai/chat_models/base.py` — `_url_to_size()`\n\nThe vulnerable pattern was a validate-then-fetch with separate DNS resolution:\n\n```python\nvalidate_safe_url(image_source, allow_private=False, allow_http=True)\n# ... separate network operation with independent DNS resolution ...\nresponse = httpx.get(image_source, timeout=timeout)\n```\n\n## Fix\n\nThe fix replaces the validate-then-fetch pattern with an SSRF-safe httpx transport (`SSRFSafeSyncTransport` from `langchain-core`) that:\n\n- Resolves DNS once and validates all returned IPs against a policy (private ranges, cloud metadata, localhost, k8s internal DNS)\n- Pins the connection to the validated IP, eliminating the DNS rebinding window\n- Disables redirect following to prevent redirect-based SSRF bypasses\n\nThis fix was released in langchain-openai 1.1.14.",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:L/I:N/A:N"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "langchain-openai"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "1.1.14"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/langchain-ai/langchain/security/advisories/GHSA-r7w7-9xr2-qq2r"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-41488"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/langchain-ai/langchain"
}, {
"type" : "WEB",
"url" : "https://github.com/pypa/advisory-database/tree/main/vulns/langchain-openai/PYSEC-2026-76.yaml"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-918" ],
"severity" : "LOW",
"github_reviewed" : true,
"github_reviewed_at" : "2026-04-16T23:00:12Z",
"nvd_published_at" : "2026-04-24T21:16:19Z"
}
}