Files
AIclinicalresearch/redcap-docker-dev/scripts/create-redcap-password.php
HaHafeng 40c2f8e148 feat(rag): Complete RAG engine implementation with pgvector
Major Features:
- Created ekb_schema (13th schema) with 3 tables: KB/Document/Chunk
- Implemented EmbeddingService (text-embedding-v4, 1024-dim vectors)
- Implemented ChunkService (smart Markdown chunking)
- Implemented VectorSearchService (multi-query + hybrid search)
- Implemented RerankService (qwen3-rerank)
- Integrated DeepSeek V3 QueryRewriter for cross-language search
- Python service: Added pymupdf4llm for PDF-to-Markdown conversion
- PKB: Dual-mode adapter (pgvector/dify/hybrid)

Architecture:
- Brain-Hand Model: Business layer (DeepSeek) + Engine layer (pgvector)
- Cross-language support: Chinese query matches English documents
- Small Embedding (1024) + Strong Reranker strategy

Performance:
- End-to-end latency: 2.5s
- Cost per query: 0.0025 RMB
- Accuracy improvement: +20.5% (cross-language)

Tests:
- test-embedding-service.ts: Vector embedding verified
- test-rag-e2e.ts: Full pipeline tested
- test-rerank.ts: Rerank quality validated
- test-query-rewrite.ts: Cross-language search verified
- test-pdf-ingest.ts: Real PDF document tested (Dongen 2003.pdf)

Documentation:
- Added 05-RAG-Engine-User-Guide.md
- Added 02-Document-Processing-User-Guide.md
- Updated system status documentation

Status: Production ready
2026-01-21 20:24:29 +08:00

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<?php
/**
* REDCap密码哈希生成脚本
* 直接在数据库中更新Admin密码
*/
// REDCap密码哈希算法SHA-512 + Salt
$username = 'Admin';
$new_password = 'Admin123!';
// 生成新的saltREDCap使用100字符的随机salt
$salt = '';
$characters = 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!@#$%^&*()-_=+[]{}|;:,.<>?~';
for ($i = 0; $i < 100; $i++) {
$salt .= $characters[random_int(0, strlen($characters) - 1)];
}
// 生成密码哈希SHA-512(password + salt)
$password_hash = hash('sha512', $new_password . $salt);
// 数据库连接信息
$db_host = getenv('REDCAP_DB_HOST') ?: 'redcap-mysql';
$db_name = getenv('REDCAP_DB_NAME') ?: 'redcap';
$db_user = getenv('REDCAP_DB_USER') ?: 'redcap_user';
$db_pass = getenv('REDCAP_DB_PASS') ?: 'redcap_pass_dev_456';
try {
$pdo = new PDO("mysql:host=$db_host;dbname=$db_name", $db_user, $db_pass);
$pdo->setAttribute(PDO::ATTR_ERRMODE, PDO::ERRMODE_EXCEPTION);
// 更新密码
$stmt = $pdo->prepare("UPDATE redcap_auth SET password = ?, password_salt = ? WHERE username = ?");
$result = $stmt->execute([$password_hash, $salt, $username]);
if ($result) {
echo "✅ Password updated successfully!\n\n";
echo "Username: $username\n";
echo "New Password: $new_password\n\n";
echo "You can now login at: http://localhost:8080/\n";
} else {
echo "❌ Failed to update password\n";
}
} catch (PDOException $e) {
echo "❌ Database error: " . $e->getMessage() . "\n";
}