openevidence-common-errors
Testing & QualityDiagnose and resolve common OpenEvidence API errors. Use when encountering error codes, debugging failed requests, or implementing error handling for clinical queries. Trigger with phrases like "openevidence error", "openevidence failing", "fix openevidence", "openevidence debug", "openevidence 4xx", "openevidence 5xx".
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OpenEvidence Common Errors
Overview
Comprehensive guide to diagnosing and resolving OpenEvidence API errors with healthcare-specific considerations.
Prerequisites
- OpenEvidence SDK installed
- Access to application logs
- Understanding of HTTP status codes
Error Code Reference
Authentication Errors (4xx)
| Code | Error | Cause | Solution |
|---|---|---|---|
| 401 | Invalid API Key | Key missing, malformed, or revoked | Verify OPENEVIDENCE_API_KEY is set correctly |
| 401 | Organization Not Found | Invalid orgId | Check organization ID in dashboard |
| 401 | BAA Not Signed | Business Associate Agreement required | Contact compliance@openevidence.com |
| 403 | Forbidden | Insufficient permissions or suspended account | Check account status in dashboard |
| 403 | IP Not Whitelisted | Request from non-approved IP | Add IP to allowlist in security settings |
Request Errors (4xx)
| Code | Error | Cause | Solution |
|---|---|---|---|
| 400 | Invalid Query | Malformed request body | Check request schema |
| 400 | Query Too Short | Question too brief | Provide more clinical context |
| 400 | Invalid Specialty | Unknown specialty code | Use valid specialty from enum |
| 404 | Resource Not Found | Invalid consultId or endpoint | Verify ID and URL |
| 422 | Unprocessable | Valid JSON but invalid clinical query | Rephrase question |
| 429 | Rate Limited | Too many requests | Implement backoff, check quotas |
Server Errors (5xx)
| Code | Error | Cause | Solution |
|---|---|---|---|
| 500 | Internal Server Error | OpenEvidence backend issue | Retry with backoff, contact support if persists |
| 502 | Bad Gateway | Upstream service issue | Wait and retry |
| 503 | Service Unavailable | Maintenance or overload | Check status.openevidence.com |
| 504 | Gateway Timeout | Request took too long | Simplify query, increase timeout |
Error Handling Implementation
Step 1: Custom Error Classes
// src/openevidence/errors.ts
export class OpenEvidenceError extends Error {
constructor(
message: string,
public readonly code: string,
public readonly statusCode: number,
public readonly retryable: boolean,
public readonly originalError?: Error
) {
super(message);
this.name = 'OpenEvidenceError';
}
static fromApiError(error: any): OpenEvidenceError {
const statusCode = error.response?.status || 500;
const message = error.response?.data?.message || error.message;
const code = error.response?.data?.code || 'UNKNOWN_ERROR';
return new OpenEvidenceError(
message,
code,
statusCode,
isRetryable(statusCode),
error
);
}
}
export class AuthenticationError extends OpenEvidenceError {
constructor(message: string, code: string) {
super(message, code, 401, false);
this.name = 'AuthenticationError';
}
}
export class RateLimitError extends OpenEvidenceError {
constructor(
message: string,
public readonly retryAfter: number,
public readonly limit: number,
public readonly remaining: number
) {
super(message, 'RATE_LIMITED', 429, true);
this.name = 'RateLimitError';
}
}
export class QueryValidationError extends OpenEvidenceError {
constructor(
message: string,
public readonly validationErrors: string[]
) {
super(message, 'VALIDATION_ERROR', 400, false);
this.name = 'QueryValidationError';
}
}
function isRetryable(statusCode: number): boolean {
return statusCode === 429 || statusCode >= 500;
}
Step 2: Error Handler Wrapper
// src/openevidence/error-handler.ts
import {
OpenEvidenceError,
AuthenticationError,
RateLimitError,
QueryValidationError,
} from './errors';
export async function withErrorHandling<T>(
operation: () => Promise<T>,
context?: { operation?: string; queryId?: string }
): Promise<T> {
try {
return await operation();
} catch (error: any) {
const oeError = classifyError(error);
// Log for debugging (without PHI)
console.error(`[OpenEvidence Error]`, {
code: oeError.code,
statusCode: oeError.statusCode,
operation: context?.operation,
retryable: oeError.retryable,
});
throw oeError;
}
}
function classifyError(error: any): OpenEvidenceError {
const status = error.response?.status;
const data = error.response?.data;
switch (status) {
case 401:
return new AuthenticationError(
data?.message || 'Authentication failed',
data?.code || 'AUTH_FAILED'
);
case 429:
return new RateLimitError(
'Rate limit exceeded',
parseInt(error.response?.headers?.['retry-after'] || '60'),
parseInt(error.response?.headers?.['x-ratelimit-limit'] || '0'),
parseInt(error.response?.headers?.['x-ratelimit-remaining'] || '0')
);
case 400:
case 422:
return new QueryValidationError(
data?.message || 'Invalid query',
data?.errors || []
);
default:
return OpenEvidenceError.fromApiError(error);
}
}
Step 3: Retry Logic with Exponential Backoff
// src/openevidence/retry.ts
import { OpenEvidenceError, RateLimitError } from './errors';
interface RetryConfig {
maxRetries: number;
baseDelayMs: number;
maxDelayMs: number;
jitterMs: number;
}
const DEFAULT_CONFIG: RetryConfig = {
maxRetries: 3,
baseDelayMs: 1000,
maxDelayMs: 30000,
jitterMs: 500,
};
export async function withRetry<T>(
operation: () => Promise<T>,
config: Partial<RetryConfig> = {}
): Promise<T> {
const cfg = { ...DEFAULT_CONFIG, ...config };
for (let attempt = 0; attempt <= cfg.maxRetries; attempt++) {
try {
return await operation();
} catch (error) {
if (!(error instanceof OpenEvidenceError) || !error.retryable) {
throw error;
}
if (attempt === cfg.maxRetries) {
throw error;
}
// Use Retry-After header for rate limits
let delay: number;
if (error instanceof RateLimitError && error.retryAfter > 0) {
delay = error.retryAfter * 1000;
} else {
delay = Math.min(
cfg.baseDelayMs * Math.pow(2, attempt) + Math.random() * cfg.jitterMs,
cfg.maxDelayMs
);
}
console.log(`Retry ${attempt + 1}/${cfg.maxRetries} after ${delay}ms`);
await new Promise(r => setTimeout(r, delay));
}
}
throw new Error('Unreachable');
}
Step 4: User-Facing Error Messages
// src/openevidence/error-messages.ts
import { OpenEvidenceError, RateLimitError, QueryValidationError } from './errors';
export function getUserFriendlyMessage(error: OpenEvidenceError): string {
switch (error.code) {
case 'AUTH_FAILED':
case 'INVALID_API_KEY':
return 'Unable to connect to medical evidence service. Please contact support.';
case 'BAA_REQUIRED':
return 'Service configuration required. Please contact your administrator.';
case 'RATE_LIMITED':
const rle = error as RateLimitError;
return `Service temporarily unavailable. Please try again in ${rle.retryAfter} seconds.`;
case 'VALIDATION_ERROR':
const qve = error as QueryValidationError;
return `Please rephrase your clinical question. ${qve.validationErrors.join('. ')}`;
case 'QUERY_TOO_SHORT':
return 'Please provide more details about your clinical question.';
case 'INVALID_SPECIALTY':
return 'Please select a valid medical specialty.';
case 'SERVICE_UNAVAILABLE':
return 'Medical evidence service is temporarily unavailable. Please try again later.';
default:
if (error.statusCode >= 500) {
return 'Medical evidence service is experiencing issues. Please try again later.';
}
return 'Unable to process your request. Please try again or contact support.';
}
}
Output
- Classified errors with appropriate handling
- Retry logic for transient failures
- User-friendly error messages
- Comprehensive error logging (without PHI)
Diagnostic Commands
Quick Health Check
# Check if OpenEvidence is reachable
curl -s -o /dev/null -w "%{http_code}" \
-H "Authorization: Bearer ${OPENEVIDENCE_API_KEY}" \
https://api.openevidence.com/health
# Expected: 200
Check Rate Limit Status
curl -s -D - \
-H "Authorization: Bearer ${OPENEVIDENCE_API_KEY}" \
https://api.openevidence.com/v1/rate-limit \
| grep -i "x-ratelimit"
# Headers show current limits
Error Handling
| Error Pattern | Detection | Resolution |
|---|---|---|
| Intermittent 5xx | > 5% error rate | Enable circuit breaker |
| Persistent 401 | All requests fail | Rotate API key |
| Spike in 429 | Rate limit headers | Implement request queuing |
| Timeout errors | P99 > 30s | Check network, simplify queries |
Examples
Complete Error-Handled Query
async function safeClinicalQuery(question: string) {
try {
return await withRetry(
() => withErrorHandling(
() => client.query({ question, context: { specialty: 'internal-medicine', urgency: 'routine' } }),
{ operation: 'clinical-query' }
),
{ maxRetries: 3 }
);
} catch (error) {
if (error instanceof OpenEvidenceError) {
return {
success: false,
error: getUserFriendlyMessage(error),
code: error.code,
};
}
throw error;
}
}
Resources
Next Steps
For comprehensive debugging, see openevidence-debug-bundle.