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// Since we know similarity is added above, we can safely access it
$aSimilarity = isset($a['similarity']) && is_numeric($a['similarity']) ? $a['similarity'] : 0.0;
$bSimilarity = isset($b['similarity']) && is_numeric($b['similarity']) ? $b['similarity'] : 0.0;
return $bSimilarity <=> $aSimilarity;
});�u}�(j� �$similarChunks�j� K
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j� }�(j� }�(j� K�j� K2uj� }�(j� K�j� K8uuj� }�(j� }�(j� K�j� K2uj� }�(j� K�j� K8uuj j4 j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $chunk) {�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j6 j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X� /**
* Find documentation similar to provided content.
*
* @param string $content Reference content to find similar documentation
* @param string|null $sdk Limit search to specific SDK
* @param float $similarity_threshold Minimum similarity score (0.0-1.0, default: 0.5)
* @param int $limit Maximum number of results (default: 5)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted related documentation
*/
#[McpTool(name: 'find_similar_documentation')]
public function findSimilarDocumentation(
string $content,
?string $sdk = null,
float $similarity_threshold = 0.5,
int $limit = 5,
): string {
if ('' === trim($content)) {
return '❌ Content cannot be empty';
}
if (0.0 > $similarity_threshold || 1.0 < $similarity_threshold) {
return '❌ Similarity threshold must be between 0.0 and 1.0';
}
if (1 > $limit || 20 < $limit) {
return '❌ Limit must be between 1 and 20';
}
$validSdks = ['php', 'go', 'python', 'java', 'dotnet', 'js', 'laravel', null];
if (! in_array($sdk, $validSdks, true)) {
return '❌ Invalid SDK. Must be one of: php, go, python, java, dotnet, js, laravel';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Extract key terms from content for similarity matching
$keyTerms = $this->extractKeyTerms($content);
if ([] === $keyTerms) {
return '❌ Could not extract meaningful terms from the provided content';
}
// Search for similar content using key terms
/** @var array<string, array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>, similarity?: float, content?: string}> $similarChunks */
$similarChunks = [];
foreach ($keyTerms as $keyTerm) {
$chunks = $index->searchChunks($keyTerm, $sdk, $limit * 2);
foreach ($chunks as $chunk) {
// Get content from the chunk to calculate similarity
// We need to get the actual content - the preview is just a snippet
$chunkContent = $this->getChunkContent($chunk['chunk_id'], $index);
$similarity = $this->calculateSimilarity($content, $chunkContent);
if ($similarity >= $similarity_threshold) {
// Add similarity and content to the chunk
$chunkWithSimilarity = $chunk;
$chunkWithSimilarity['similarity'] = $similarity;
$chunkWithSimilarity['content'] = $chunkContent;
$chunkKey = $chunk['sdk'] . '::' . $chunk['chunk_id'];
if (! isset($similarChunks[$chunkKey])) {
$similarChunks[$chunkKey] = $chunkWithSimilarity;
} elseif (isset($similarChunks[$chunkKey]['similarity'])) {
$existingSim = $similarChunks[$chunkKey]['similarity'];
if ($existingSim < $similarity) {
$similarChunks[$chunkKey] = $chunkWithSimilarity;
}
}
}
}
}
// Sort by similarity score
usort($similarChunks, static function (array $a, array $b): int {
// Since we know similarity is added above, we can safely access it
$aSimilarity = isset($a['similarity']) && is_numeric($a['similarity']) ? $a['similarity'] : 0.0;
$bSimilarity = isset($b['similarity']) && is_numeric($b['similarity']) ? $b['similarity'] : 0.0;
return $bSimilarity <=> $aSimilarity;
});
// Apply limit
$similarChunks = array_slice($similarChunks, 0, $limit);
if ([] === $similarChunks) {
return "## Similar Documentation\n\nNo similar documentation found (threshold: {$similarity_threshold})" .
(null !== $sdk ? ' in SDK: ' . $sdk : '') .
"\n\nTry:\n- Lowering the similarity threshold\n- Providing more specific content\n- Removing SDK filter for broader results";
}
// Build markdown response
$markdown = "## Similar Documentation\n\n";
$markdown .= sprintf('**Similarity Threshold:** %s%s', $similarity_threshold, PHP_EOL);
if (null !== $sdk) {
$markdown .= sprintf('**SDK Filter:** %s%s', $sdk, PHP_EOL);
}
$markdown .= '**Found:** ' . count($similarChunks) . " similar document(s)\n\n";
$markdown .= "---\n\n";
foreach ($similarChunks as $chunkIndex => $chunk) {
$markdown .= $this->formatSimilarResult($chunk, $chunkIndex + 1);
}
return $markdown;
}�u}�(j� �searchCodeExamples�j� Kj� }�(j� }�(j� K�j� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� K&uuj ]�(}�(j� �$query�j� K
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j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� K uj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �int $limit = 5,�j� ]�u}�(j� �$offset�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� K uj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �int $offset = 0,�j� ]�u}�(j� �$validLanguages�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �^$validLanguages = ['php', 'go', 'python', 'java', 'csharp', 'javascript', 'typescript', null];�j� ]�u}�(j� �$index�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j- j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �4$index = DocumentationIndexSingleton::getInstance();�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� K uuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� K uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j: j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �*$sdk = $this->mapLanguageToSdk($language);�j� ]�u}�(j� �
$allChunks�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jG j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �0$allChunks = $index->searchChunks($query, $sdk);�j� ]�u}�(j� �
$codeExamples�j� K
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$codeExamples�j� K
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j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �&$totalExamples = count($codeExamples);�j� ]�u}�(j� �$paginatedExamples�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �A$paginatedExamples = array_slice($codeExamples, $offset, $limit);�j� ]�u}�(j� � $currentPage�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �1$currentPage = (int) floor($offset / $limit) + 1;�j� ]�u}�(j� � $totalPages�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �2$totalPages = (int) ceil($totalExamples / $limit);�j� ]�u}�(j� � $markdown�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#$markdown = "## Code Examples\n\n";�j� ]�u}�(j� �
$exampleIndex�j� K
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j� }�(j� }�(j� K�j� K8uj� }�(j� K�j� K@uuj� }�(j� }�(j� K�j� K8uj� }�(j� K�j� K@uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $example) {�j� ]�u}�(j� �$exampleNumber�j� K
j� }�(j� }�(j� K�j� K uj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� K uj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j$ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �-$exampleNumber = $offset + $exampleIndex + 1;�j� ]�u}�(j� � $prevOffset�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j1 j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �'$prevOffset = max(0, $offset - $limit);�j� ]�u}�(j� � $nextOffset�j� K
j� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj� }�(j� }�(j� K�j� Kuj� }�(j� K�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j> j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $nextOffset = $offset + $limit;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X� /**
* Search for code examples in documentation.
*
* @param string $query Code pattern or concept to find
* @param string|null $language Programming language filter (php, go, python, java, csharp, javascript, typescript)
* @param bool $include_context Include surrounding explanatory context
* @param int $limit Maximum number of examples to return (default: 5)
* @param int $offset Pagination offset for results (default: 0)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted code examples with descriptions
*/
#[McpTool(name: 'search_code_examples')]
public function searchCodeExamples(
string $query,
?string $language = null,
bool $include_context = true,
int $limit = 5,
int $offset = 0,
): string {
if ('' === trim($query)) {
return '❌ Search query cannot be empty';
}
if (1 > $limit || 20 < $limit) {
return '❌ Limit must be between 1 and 20';
}
if (0 > $offset) {
return '❌ Offset cannot be negative';
}
$validLanguages = ['php', 'go', 'python', 'java', 'csharp', 'javascript', 'typescript', null];
if (! in_array($language, $validLanguages, true)) {
return '❌ Invalid language. Must be one of: php, go, python, java, csharp, javascript, typescript';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Map language to SDK if applicable
$sdk = $this->mapLanguageToSdk($language);
// Search for code-related chunks
$allChunks = $index->searchChunks($query, $sdk);
$codeExamples = [];
foreach ($allChunks as $allChunk) {
// Get the full content for this chunk
$chunkContent = $this->getChunkContent($allChunk['chunk_id'], $index);
$chunkWithContent = $allChunk;
$chunkWithContent['content'] = $chunkContent;
$examples = $this->extractCodeFromChunk($chunkWithContent, $language);
foreach ($examples as $example) {
$example['chunk'] = $allChunk;
$codeExamples[] = $example;
}
}
$totalExamples = count($codeExamples);
if (0 === $totalExamples) {
return "## Code Examples
No code examples found for: **{$query}**" .
(null !== $language ? sprintf(' (language: %s)', $language) : '') .
"\n\nTry:\n- Searching for specific method or class names\n- Using OpenFGA terminology (e.g., 'check', 'expand', 'tuples')\n- Removing language filter for broader results";
}
// Apply pagination
$paginatedExamples = array_slice($codeExamples, $offset, $limit);
$currentPage = (int) floor($offset / $limit) + 1;
$totalPages = (int) ceil($totalExamples / $limit);
// Build markdown response
$markdown = "## Code Examples\n\n";
$markdown .= "**Search:** `{$query}`\n";
if (null !== $language) {
$markdown .= sprintf('**Language:** %s%s', $language, PHP_EOL);
}
$markdown .= '**Results:** Showing ' . ($offset + 1) . '-' . min($offset + $limit, $totalExamples) . " of {$totalExamples} examples\n\n";
$markdown .= "---\n\n";
foreach ($paginatedExamples as $exampleIndex => $example) {
$exampleNumber = $offset + $exampleIndex + 1;
$markdown .= $this->formatCodeExample($example, $exampleNumber, $include_context);
}
// Add pagination info
if (1 < $totalPages) {
$markdown .= "\n---\n\n### Pagination\n\n";
if (1 < $currentPage) {
$prevOffset = max(0, $offset - $limit);
$markdown .= sprintf('- **Previous page:** Use offset=%d%s', $prevOffset, PHP_EOL);
}
if ($currentPage < $totalPages) {
$nextOffset = $offset + $limit;
$markdown .= sprintf('- **Next page:** Use offset=%d%s', $nextOffset, PHP_EOL);
}
}
return $markdown;
}�u}�(j� �searchDocumentation�j� Kj� }�(j� }�(j� Mj� Kuj� }�(j� Mij� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� K'uuj ]�(}�(j� �$query�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jX j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �string $query,�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� je j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?string $sdk = null,�j� ]�u}�(j� � $search_type�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� K'uuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jr j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � string $search_type = 'content',�j� ]�u}�(j� �$limit�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� K uj� }�(j� Mj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �int $limit = 10,�j� ]�u}�(j� �$offset�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� K uj� }�(j� Mj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �int $offset = 0,�j� ]�u}�(j� �$validSearchTypes�j� K
j� }�(j� }�(j� M%j� Kuj� }�(j� M%j� Kuuj� }�(j� }�(j� M%j� Kuj� }�(j� M%j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �>$validSearchTypes = ['content', 'class', 'method', 'section'];�j� ]�u}�(j� �
$validSdks�j� K
j� }�(j� }�(j� M+j� Kuj� }�(j� M+j� Kuuj� }�(j� }�(j� M+j� Kuj� }�(j� M+j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �N$validSdks = ['php', 'go', 'python', 'java', 'dotnet', 'js', 'laravel', null];�j� ]�u}�(j� �$index�j� K
j� }�(j� }�(j� M1j� Kuj� }�(j� M1j� Kuuj� }�(j� }�(j� M1j� Kuj� }�(j� M1j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �4$index = DocumentationIndexSingleton::getInstance();�j� ]�u}�(j� � $allResults�j� K
j� }�(j� }�(j� M8j� Kuj� }�(j� M8j� Kuuj� }�(j� }�(j� M8j� Kuj� }�(j� M8j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �G$allResults = $this->performSearch($index, $query, $sdk, $search_type);�j� ]�u}�(j� �
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j� }�(j� }�(j� M9j� Kuj� }�(j� M9j� Kuuj� }�(j� }�(j� M9j� Kuj� }�(j� M9j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#$totalResults = count($allResults);�j� ]�u}�(j� �$paginatedResults�j� K
j� }�(j� }�(j� MDj� Kuj� }�(j� MDj� Kuuj� }�(j� }�(j� MDj� Kuj� }�(j� MDj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �>$paginatedResults = array_slice($allResults, $offset, $limit);�j� ]�u}�(j� � $currentPage�j� K
j� }�(j� }�(j� MEj� Kuj� }�(j� MEj� Kuuj� }�(j� }�(j� MEj� Kuj� }�(j� MEj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �1$currentPage = (int) floor($offset / $limit) + 1;�j� ]�u}�(j� � $totalPages�j� K
j� }�(j� }�(j� MFj� Kuj� }�(j� MFj� Kuuj� }�(j� }�(j� MFj� Kuj� }�(j� MFj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �1$totalPages = (int) ceil($totalResults / $limit);�j� ]�u}�(j� � $markdown�j� K
j� }�(j� }�(j� MIj� Kuj� }�(j� MIj� Kuuj� }�(j� }�(j� MIj� Kuj� }�(j� MIj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �2$markdown = "## Documentation Search Results\n\n";�j� ]�u}�(j� � $resultIndex�j� K
j� }�(j� }�(j� MTj� K&uj� }�(j� MTj� K2uuj� }�(j� }�(j� MTj� K&uj� }�(j� MTj� K2uuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$resultIndex => $result) {�j� ]�u}�(j� �$result�j� K
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$result) {�j� ]�u}�(j� �
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j� }�(j� }�(j� M^j� Kuj� }�(j� M^j� Kuuj� }�(j� }�(j� M^j� Kuj� }�(j� M^j� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j5 j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �'$prevOffset = max(0, $offset - $limit);�j� ]�u}�(j� � $nextOffset�j� K
j� }�(j� }�(j� Mcj� Kuj� }�(j� Mcj� Kuuj� }�(j� }�(j� Mcj� Kuj� }�(j� Mcj� Kuuj jM j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jB j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $nextOffset = $offset + $limit;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jO j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X� /**
* Advanced documentation search with filtering and pagination.
*
* @param string $query Search query to find in documentation
* @param string|null $sdk Filter by specific SDK (php, go, python, java, dotnet, js, laravel)
* @param string $search_type Type of search: content (default), class, method, or section
* @param int $limit Maximum number of results to return (default: 10)
* @param int $offset Pagination offset for results (default: 0)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted search results with pagination metadata
*/
#[McpTool(name: 'search_documentation')]
public function searchDocumentation(
string $query,
?string $sdk = null,
string $search_type = 'content',
int $limit = 10,
int $offset = 0,
): string {
if ('' === trim($query)) {
return '❌ Search query cannot be empty';
}
if (1 > $limit || 50 < $limit) {
return '❌ Limit must be between 1 and 50';
}
if (0 > $offset) {
return '❌ Offset cannot be negative';
}
$validSearchTypes = ['content', 'class', 'method', 'section'];
if (! in_array($search_type, $validSearchTypes, true)) {
return '❌ Invalid search_type. Must be one of: ' . implode(', ', $validSearchTypes);
}
$validSdks = ['php', 'go', 'python', 'java', 'dotnet', 'js', 'laravel', null];
if (! in_array($sdk, $validSdks, true)) {
return '❌ Invalid SDK. Must be one of: php, go, python, java, dotnet, js, laravel';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Get all results first for total count
$allResults = $this->performSearch($index, $query, $sdk, $search_type);
$totalResults = count($allResults);
if (0 === $totalResults) {
return "## Documentation Search Results
No results found for query: **{$query}**" .
(null !== $sdk ? sprintf(' (filtered by SDK: %s)', $sdk) : '') .
"\n\nTry:\n- Using different keywords\n- Checking spelling\n- Using broader search terms";
}
// Apply pagination
$paginatedResults = array_slice($allResults, $offset, $limit);
$currentPage = (int) floor($offset / $limit) + 1;
$totalPages = (int) ceil($totalResults / $limit);
// Build markdown response
$markdown = "## Documentation Search Results\n\n";
$markdown .= "**Query:** `{$query}`\n";
if (null !== $sdk) {
$markdown .= sprintf('**SDK Filter:** %s%s', $sdk, PHP_EOL);
}
$markdown .= sprintf('**Search Type:** %s%s', $search_type, PHP_EOL);
$markdown .= '**Results:** Showing ' . ($offset + 1) . '-' . min($offset + $limit, $totalResults) . " of {$totalResults} total results\n";
$markdown .= "**Page:** {$currentPage} of {$totalPages}\n\n";
$markdown .= "---\n\n";
foreach ($paginatedResults as $resultIndex => $result) {
$resultNumber = $offset + (int) $resultIndex + 1;
$markdown .= $this->formatSearchResult($result, $resultNumber);
}
// Add pagination info
if (1 < $totalPages) {
$markdown .= "\n---\n\n### Pagination\n\n";
if (1 < $currentPage) {
$prevOffset = max(0, $offset - $limit);
$markdown .= sprintf('- **Previous page:** Use offset=%d%s', $prevOffset, PHP_EOL);
}
if ($currentPage < $totalPages) {
$nextOffset = $offset + $limit;
$markdown .= sprintf('- **Next page:** Use offset=%d%s', $nextOffset, PHP_EOL);
}
}
return $markdown;
}�u}�(j� �calculateSimilarity�j� Kj� }�(j� }�(j� Mkj� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� Mrj� Kuj� }�(j� Mrj� K(uuj ]�(}�(j� � $content1�j� K
j� }�(j� }�(j� Mrj� K)uj� }�(j� Mrj� K9uuj� }�(j� }�(j� Mrj� K0uj� }�(j� Mrj� K9uuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j\ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �*string $content1, string $content2): float�j� ]�u}�(j� � $content2�j� K
j� }�(j� }�(j� Mrj� K;uj� }�(j� Mrj� KKuuj� }�(j� }�(j� Mrj� KBuj� }�(j� Mrj� KKuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� ji j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�� j� j� uj� �string $content2): float�j� ]�u}�(j� �$terms1�j� K
j� }�(j� }�(j� Myj� Kuj� }�(j� Myj� Kuuj� }�(j� }�(j� Myj� Kuj� }�(j� Myj� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jv j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �,$terms1 = $this->extractKeyTerms($content1);�j� ]�u}�(j� �$terms2�j� K
j� }�(j� }�(j� Mzj� Kuj� }�(j� Mzj� Kuuj� }�(j� }�(j� Mzj� Kuj� }�(j� Mzj� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �,$terms2 = $this->extractKeyTerms($content2);�j� ]�u}�(j� �
$intersection�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �9$intersection = count(array_intersect($terms1, $terms2));�j� ]�u}�(j� �$union�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �<$union = count(array_unique(array_merge($terms1, $terms2)));�j� ]�u}�(j� �$jaccard�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �,$jaccard = (float) ($intersection / $union);�j� ]�u}�(j� �$phrases�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $phrases = [�j� ]�u}�(j� � $phraseBonus�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$phraseBonus = 0.0;�j� ]�u}�(j� �$phrase�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K$uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K$uuj jQ j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �
$phrase) {�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jS j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X /**
* Calculate similarity between two pieces of content.
*
* @param string $content1
* @param string $content2
* @return float Similarity score between 0 and 1
*/
private function calculateSimilarity(string $content1, string $content2): float
{
if ('' === $content1 || '' === $content2) {
return 0.0;
}
// Extract terms from both contents
$terms1 = $this->extractKeyTerms($content1);
$terms2 = $this->extractKeyTerms($content2);
if ([] === $terms1 || [] === $terms2) {
return 0.0;
}
// Calculate Jaccard similarity
$intersection = count(array_intersect($terms1, $terms2));
$union = count(array_unique(array_merge($terms1, $terms2)));
// Union will always be at least 1 since we checked both term arrays are non-empty
$jaccard = (float) ($intersection / $union);
// Also check for exact phrase matches for higher similarity
$phrases = [
'authorization model',
'permission check',
'tuple creation',
'relationship tuples',
'access control',
'openfga',
];
$phraseBonus = 0.0;
foreach ($phrases as $phrase) {
if (false !== stripos($content1, $phrase) && false !== stripos($content2, $phrase)) {
$phraseBonus += 0.1;
}
}
// Combine scores (cap at 1.0)
return min(1.0, $jaccard + $phraseBonus);
}�u}�(j� �extractCodeFromChunk�j� Kj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K)uuj ]�(}�(j� �$chunk�j� K
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j� }�(j� }�(j� M�j� K8uj� }�(j� M�j� KIuuj� }�(j� }�(j� M�j� K@uj� }�(j� M�j� KIuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?string $language): array�j� ]�u}�(j� �$content�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �f$content = isset($chunk['content']) && is_scalar($chunk['content']) ? (string) $chunk['content'] : '';�j� ]�u}�(j� � $examples�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$examples = [];�j� ]�u}�(j� �$pattern�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �&$pattern = '/```(\w+)?\n(.*?)\n```/s';�j� ]�u}�(j� �$result�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j, j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �G$result = preg_match_all($pattern, $content, $matches, PREG_SET_ORDER);�j� ]�u}�(j� �$match�j� K
j� }�(j� }�(j� M�j� K!uj� }�(j� M�j� K'uuj� }�(j� }�(j� M�j� K!uj� }�(j� M�j� K'uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j9 j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $match) {�j� ]�u}�(j� � $codeLang�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jF j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$codeLang = $match[1];�j� ]�u}�(j� � $codeContent�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K uuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jS j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$codeContent = $match[2];�j� ]�u}�(j� �
$langMatch�j� K
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$langMatch�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jm j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �M$langMatch = 'php' === $codeLang || false !== stripos($codeContent, '<?php');�j� ]�u}�(j� �
$langMatch�j� K
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$langMatch�j� K
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$langMatch�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �U$langMatch = 'java' === $codeLang || false !== stripos($codeContent, 'public class');�j� ]�u}�(j� �
$langMatch�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �g$langMatch = 'csharp' === $codeLang || 'cs' === $codeLang || false !== stripos($codeContent, 'using ');�j� ]�u}�(j� �
$langMatch�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K&uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �Q$langMatch = in_array($codeLang, ['javascript', 'js', 'typescript', 'ts'], true);�j� ]�u}�(j� � $examples�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$examples[] = [�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X /**
* Extract code examples from a chunk.
*
* @param array<string, mixed> $chunk
* @param string|null $language
* @return array<array<string, mixed>>
*/
private function extractCodeFromChunk(array $chunk, ?string $language): array
{
$content = isset($chunk['content']) && is_scalar($chunk['content']) ? (string) $chunk['content'] : '';
$examples = [];
// Match code blocks with optional language specification
$pattern = '/```(\w+)?\n(.*?)\n```/s';
$result = preg_match_all($pattern, $content, $matches, PREG_SET_ORDER);
if (false !== $result && 0 < $result) {
foreach ($matches as $match) {
// When preg_match_all succeeds with PREG_SET_ORDER, capture groups exist
// Optional groups will be empty strings if they don't match
/** @var array{0: string, 1: string, 2: string} $match */
$codeLang = $match[1];
$codeContent = $match[2];
// Filter by language if specified
if (null !== $language) {
$langMatch = false;
switch ($language) {
case 'php':
$langMatch = 'php' === $codeLang || false !== stripos($codeContent, '<?php');
break;
case 'go':
$langMatch = 'go' === $codeLang || false !== stripos($codeContent, 'func ');
break;
case 'python':
$langMatch = 'python' === $codeLang || 'py' === $codeLang || false !== stripos($codeContent, 'def ');
break;
case 'java':
$langMatch = 'java' === $codeLang || false !== stripos($codeContent, 'public class');
break;
case 'csharp':
$langMatch = 'csharp' === $codeLang || 'cs' === $codeLang || false !== stripos($codeContent, 'using ');
break;
case 'javascript':
case 'typescript':
$langMatch = in_array($codeLang, ['javascript', 'js', 'typescript', 'ts'], true);
break;
}
if (! $langMatch) {
continue;
}
}
$examples[] = [
'language' => '' !== $codeLang ? $codeLang : 'unknown',
'code' => $codeContent,
'context' => $this->extractContext($content, $match[0]),
];
}
}
return $examples;
}�u}�(j� �extractContext�j� Kj� }�(j� }�(j� M�j� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K#uuj ]�(}�(j� �$content�j� K
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$codeBlock�j� K
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j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �'$beforeStart = max(0, $position - 200);�j� ]�u}�(j� � $beforeText�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �G$beforeText = substr($content, $beforeStart, $position - $beforeStart);�j� ]�u}�(j� � $afterStart�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �-$afterStart = $position + strlen($codeBlock);�j� ]�u}�(j� �
$afterText�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j# j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �0$afterText = substr($content, $afterStart, 200);�j� ]�u}�(j� � $beforeText�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j0 j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �B$beforeText = trim(preg_replace('/\s+/', ' ', $beforeText) ?? '');�j� ]�u}�(j� �
$afterText�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j= j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �@$afterText = trim(preg_replace('/\s+/', ' ', $afterText) ?? '');�j� ]�u}�(j� �$context�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jJ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$context = '';�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� Xn /**
* Extract context around code.
*
* @param string $content
* @param string $codeBlock
*/
private function extractContext(string $content, string $codeBlock): string
{
$position = strpos($content, $codeBlock);
if (false === $position) {
return '';
}
// Get text before the code block (up to 200 chars)
$beforeStart = max(0, $position - 200);
$beforeText = substr($content, $beforeStart, $position - $beforeStart);
// Get text after the code block (up to 200 chars)
$afterStart = $position + strlen($codeBlock);
$afterText = substr($content, $afterStart, 200);
// Clean up and combine
$beforeText = trim(preg_replace('/\s+/', ' ', $beforeText) ?? '');
$afterText = trim(preg_replace('/\s+/', ' ', $afterText) ?? '');
$context = '';
if ('' !== $beforeText) {
$context .= '...' . $beforeText;
}
$context .= ' [CODE] ';
if ('' !== $afterText) {
$context .= $afterText . '...';
}
return trim($context);
}�u}�(j� �extractKeyTerms�j� Kj� }�(j� }�(j� Mj� Kuj� }�(j� M@j� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� K$uuj ]�(}�(j� �$content�j� K
j� }�(j� }�(j� Mj� K%uj� }�(j� Mj� K4uuj� }�(j� }�(j� Mj� K,uj� }�(j� Mj� K4uuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jd j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �string $content): array�j� ]�u}�(j� �
$cleanContent�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jq j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?$cleanContent = preg_replace('/```[\s\S]*?```/', '', $content);�j� ]�u}�(j� �
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$stopWords�j� K
j� }�(j� }�(j� M%j� Kuj� }�(j� M%j� Kuuj� }�(j� }�(j� M%j� Kuj� }�(j� M%j� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X� $stopWords = ['the', 'is', 'at', 'which', 'on', 'and', 'a', 'an', 'as', 'are', 'was', 'were', 'been', 'be', 'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would', 'could', 'should', 'may', 'might', 'must', 'can', 'this', 'that', 'these', 'those', 'i', 'you', 'he', 'she', 'it', 'we', 'they', 'what', 'which', 'who', 'when', 'where', 'why', 'how', 'all', 'each', 'every', 'both', 'few', 'more', 'most', 'other', 'some', 'such', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 'just', 'in', 'of', 'to', 'for', 'with', 'from', 'up', 'out', 'if', 'about', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'between', 'under', 'again', 'further', 'then', 'once'];�j� ]�u}�(j� � $termCounts�j� K
j� }�(j� }�(j� M'j� Kuj� }�(j� M'j� Kuuj� }�(j� }�(j� M'j� Kuj� }�(j� M'j� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$termCounts = [];�j� ]�u}�(j� �$word�j� K
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j� }�(j� }�(j� M,j� Kuj� }�(j� M,j� K uuj� }�(j� }�(j� M,j� Kuj� }�(j� M,j� K uuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$termCounts[$word] = 0;�j� ]�u}�(j� �$word�j� K
j� }�(j� }�(j� M,j� K uj� }�(j� M,j� K%uuj� }�(j� }�(j� M,j� K uj� }�(j� M,j� K%uuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $word] = 0;�j� ]�u}�(j� � $keyTerms�j� K
j� }�(j� }�(j� M4j� Kuj� }�(j� M4j� Kuuj� }�(j� }�(j� M4j� Kuj� }�(j� M4j� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �8$keyTerms = array_keys(array_slice($termCounts, 0, 10));�j� ]�u}�(j� �
$openfgaTerms�j� K
j� }�(j� }�(j� M7j� Kuj� }�(j� M7j� Kuuj� }�(j� }�(j� M7j� Kuj� }�(j� M7j� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� ��$openfgaTerms = ['openfga', 'authorization', 'permission', 'tuple', 'relation', 'check', 'expand', 'store', 'model', 'user', 'object'];�j� ]�u}�(j� � $openfgaTerm�j� K
j� }�(j� }�(j� M9j� K"uj� }�(j� M9j� K.uuj� }�(j� }�(j� M9j� K"uj� }�(j� M9j� K.uuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$openfgaTerm) {�j� ]�u}�(j� � $keyTerms�j� K
j� }�(j� }�(j� M;j� Kuj� }�(j� M;j� Kuuj� }�(j� }�(j� M;j� Kuj� }�(j� M;j� Kuuj jY j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j'
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$keyTerms[] = $openfgaTerm;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j[ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X� /**
* Extract key terms from content for similarity matching.
*
* @param string $content
* @return array<string>
*/
private function extractKeyTerms(string $content): array
{
// Remove code blocks and special characters
$cleanContent = preg_replace('/```[\s\S]*?```/', '', $content);
$cleanContent ??= '';
$cleanContent = preg_replace('/[^a-zA-Z0-9\s]/', ' ', $cleanContent);
$cleanContent ??= '';
// Extract words
$words = preg_split('/\s+/', strtolower($cleanContent));
$words = false !== $words ? $words : [];
// Filter out common words and short words
$stopWords = ['the', 'is', 'at', 'which', 'on', 'and', 'a', 'an', 'as', 'are', 'was', 'were', 'been', 'be', 'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would', 'could', 'should', 'may', 'might', 'must', 'can', 'this', 'that', 'these', 'those', 'i', 'you', 'he', 'she', 'it', 'we', 'they', 'what', 'which', 'who', 'when', 'where', 'why', 'how', 'all', 'each', 'every', 'both', 'few', 'more', 'most', 'other', 'some', 'such', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 'just', 'in', 'of', 'to', 'for', 'with', 'from', 'up', 'out', 'if', 'about', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'between', 'under', 'again', 'further', 'then', 'once'];
$termCounts = [];
foreach ($words as $word) {
if (2 < strlen($word) && ! in_array($word, $stopWords, true)) {
if (! isset($termCounts[$word])) {
$termCounts[$word] = 0;
}
++$termCounts[$word];
}
}
// Sort by frequency and take top terms
arsort($termCounts);
$keyTerms = array_keys(array_slice($termCounts, 0, 10));
// Add OpenFGA-specific terms if present
$openfgaTerms = ['openfga', 'authorization', 'permission', 'tuple', 'relation', 'check', 'expand', 'store', 'model', 'user', 'object'];
foreach ($openfgaTerms as $openfgaTerm) {
if (false !== stripos($content, $openfgaTerm) && ! in_array($openfgaTerm, $keyTerms, true)) {
$keyTerms[] = $openfgaTerm;
}
}
return array_slice($keyTerms, 0, 15);
}�u}�(j� �formatCodeExample�j� Kj� }�(j� }�(j� MBj� Kuj� }�(j� Mvj� Kuuj� }�(j� }�(j� MIj� Kuj� }�(j� MIj� K&uuj ]�(}�(j� �$example�j� K
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j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �l$lang = isset($example['language']) && is_scalar($example['language']) ? (string) $example['language'] : '';�j� ]�u}�(j� �$code�j� K
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j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �`$code = isset($example['code']) && is_scalar($example['code']) ? (string) $example['code'] : '';�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j8
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X: /**
* Format a code example as markdown.
*
* @param array<string, mixed> $example
* @param int $number
* @param bool $includeContext
*/
private function formatCodeExample(array $example, int $number, bool $includeContext): string
{
$markdown = "### Example {$number}\n\n";
$chunk = isset($example['chunk']) && is_array($example['chunk']) ? $example['chunk'] : [];
// Add metadata
if (isset($chunk['sdk']) && '' !== $chunk['sdk']) {
$chunkSdk = is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : '';
$markdown .= "**SDK:** `{$chunkSdk}` \n";
}
// Access class and method from metadata
$metadata = isset($chunk['metadata']) && is_array($chunk['metadata']) ? $chunk['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$chunkClass = is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
$markdown .= sprintf('**Class:** `%s`', $chunkClass);
if (isset($metadata['method']) && '' !== $metadata['method']) {
$chunkMethod = is_scalar($metadata['method']) ? (string) $metadata['method'] : '';
$markdown .= sprintf(' **Method:** `%s`', $chunkMethod);
}
$markdown .= " \n";
}
if (isset($example['language']) && '' !== $example['language'] && 'unknown' !== $example['language']) {
$exampleLang = is_scalar($example['language']) ? (string) $example['language'] : '';
$markdown .= "**Language:** `{$exampleLang}` \n";
}
$markdown .= "\n";
// Add context if requested
if ($includeContext && isset($example['context']) && '' !== $example['context']) {
$context = is_scalar($example['context']) ? (string) $example['context'] : '';
$markdown .= "**Context:**\n> " . str_replace('[CODE]', '*(see code below)*', $context) . "\n\n";
}
// Add code
$lang = isset($example['language']) && is_scalar($example['language']) ? (string) $example['language'] : '';
$code = isset($example['code']) && is_scalar($example['code']) ? (string) $example['code'] : '';
$markdown .= "```{$lang}\n{$code}\n```\n";
return $markdown . "\n---\n\n";
}�u}�(j� �formatSearchResult�j� Kj� }�(j� }�(j� Mxj� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M~j� Kuj� }�(j� M~j� K'uuj ]�(}�(j� �$result�j� K
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j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#array $result, int $number): string�j� ]�u}�(j� �$number�j� K
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j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �n$id = isset($result['chunk_id']) && is_scalar($result['chunk_id']) ? (string) $result['chunk_id'] : 'unknown';�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
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/**
* Format a search result as markdown.
*
* @param array<string, mixed> $result
* @param int $number
*/
private function formatSearchResult(array $result, int $number): string
{
$markdown = sprintf('### %d. ', $number);
// Build title based on available metadata
$title = '';
$metadata = isset($result['metadata']) && is_array($result['metadata']) ? $result['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$title .= is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
if (isset($metadata['method']) && '' !== $metadata['method']) {
$title .= '::' . (is_scalar($metadata['method']) ? (string) $metadata['method'] : '');
}
} elseif (isset($metadata['section']) && '' !== $metadata['section']) {
$title .= is_scalar($metadata['section']) ? (string) $metadata['section'] : '';
} else {
$title .= 'Documentation Chunk';
}
$markdown .= $title . "\n\n";
// Add metadata
if (isset($result['sdk']) && '' !== $result['sdk']) {
$sdkName = is_scalar($result['sdk']) ? (string) $result['sdk'] : '';
$markdown .= "**SDK:** `{$sdkName}` \n";
}
if (isset($result['source']) && '' !== $result['source']) {
$sourceName = is_scalar($result['source']) ? (string) $result['source'] : '';
$markdown .= "**Source:** `{$sourceName}` \n";
}
if (isset($result['score']) && 0.0 !== $result['score']) {
$scoreValue = is_numeric($result['score']) ? (float) $result['score'] : 0.0;
$markdown .= '**Relevance:** ' . (string) round($scoreValue * 100.0) . "% \n";
}
$markdown .= "\n";
// Add preview
if (isset($result['preview']) && '' !== $result['preview']) {
$preview = is_scalar($result['preview']) ? (string) $result['preview'] : '';
// Limit preview length
if (500 < strlen($preview)) {
$preview = substr($preview, 0, 497) . '...';
}
$markdown .= "**Preview:**\n```\n{$preview}\n```\n";
}
// Add navigation
if (isset($result['chunk_id']) && '' !== $result['chunk_id']) {
$sdk = isset($result['sdk']) && is_scalar($result['sdk']) ? (string) $result['sdk'] : 'unknown';
$id = isset($result['chunk_id']) && is_scalar($result['chunk_id']) ? (string) $result['chunk_id'] : 'unknown';
$markdown .= "\n**Reference:** `{$sdk}::{$id}`\n";
}
return $markdown . "\n---\n\n";
}�u}�(j� �formatSimilarResult�j� Kj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K(uuj ]�(}�(j� �$chunk�j� K
j� }�(j� }�(j� M�j� K)uj� }�(j� M�j� K5uuj� }�(j� }�(j� M�j� K/uj� }�(j� M�j� K5uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �"array $chunk, int $number): string�j� ]�u}�(j� �$number�j� K
j� }�(j� }�(j� M�j� K7uj� }�(j� M�j� KBuuj� }�(j� }�(j� M�j� K;uj� }�(j� M�j� KBuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �int $number): string�j� ]�u}�(j� � $markdown�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �)$markdown = sprintf('### %d. ', $number);�j� ]�u}�(j� �$title�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $title = '';�j� ]�u}�(j� � $metadata�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �`$metadata = isset($chunk['metadata']) && is_array($chunk['metadata']) ? $chunk['metadata'] : [];�j� ]�u}�(j� �$chunkSdkValue�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �H$chunkSdkValue = is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : '';�j� ]�u}�(j� � $simScore�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �R$simScore = is_numeric($chunk['similarity']) ? (float) $chunk['similarity'] : 0.0;�j� ]�u}�(j� � $sourceValue�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �L$sourceValue = is_scalar($chunk['source']) ? (string) $chunk['source'] : '';�j� ]�u}�(j� �$preview�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �J$preview = is_scalar($chunk['content']) ? (string) $chunk['content'] : '';�j� ]�u}�(j� �$preview�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �,$preview = substr($preview, 0, 797) . '...';�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j" j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �]$sdk = isset($chunk['sdk']) && is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : 'unknown';�j� ]�u}�(j� �$id�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j/ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �k$id = isset($chunk['chunk_id']) && is_scalar($chunk['chunk_id']) ? (string) $chunk['chunk_id'] : 'unknown';�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X�
/**
* Format a similar documentation result as markdown.
*
* @param array<string, mixed> $chunk
* @param int $number
*/
private function formatSimilarResult(array $chunk, int $number): string
{
$markdown = sprintf('### %d. ', $number);
// Build title
$title = '';
$metadata = isset($chunk['metadata']) && is_array($chunk['metadata']) ? $chunk['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$title .= is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
if (isset($metadata['method']) && '' !== $metadata['method']) {
$title .= '::' . (is_scalar($metadata['method']) ? (string) $metadata['method'] : '');
}
} elseif (isset($metadata['section']) && '' !== $metadata['section']) {
$title .= is_scalar($metadata['section']) ? (string) $metadata['section'] : '';
} else {
$title .= 'Related Documentation';
}
$markdown .= $title . "\n\n";
// Add metadata
if (isset($chunk['sdk']) && '' !== $chunk['sdk']) {
$chunkSdkValue = is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : '';
$markdown .= "**SDK:** `{$chunkSdkValue}` \n";
}
if (isset($chunk['similarity']) && 0.0 !== $chunk['similarity']) {
$simScore = is_numeric($chunk['similarity']) ? (float) $chunk['similarity'] : 0.0;
$markdown .= '**Similarity Score:** ' . (string) round($simScore * 100.0) . "% \n";
}
if (isset($chunk['source']) && '' !== $chunk['source']) {
$sourceValue = is_scalar($chunk['source']) ? (string) $chunk['source'] : '';
$markdown .= "**Source:** `{$sourceValue}` \n";
}
$markdown .= "\n";
// Add content preview
if (isset($chunk['content']) && '' !== $chunk['content']) {
$preview = is_scalar($chunk['content']) ? (string) $chunk['content'] : '';
// Limit preview length
if (800 < strlen($preview)) {
$preview = substr($preview, 0, 797) . '...';
}
$markdown .= "**Content:**\n\n" . $preview . "\n";
}
// Add reference
if (isset($chunk['chunk_id']) && '' !== $chunk['chunk_id']) {
$sdk = isset($chunk['sdk']) && is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : 'unknown';
$id = isset($chunk['chunk_id']) && is_scalar($chunk['chunk_id']) ? (string) $chunk['chunk_id'] : 'unknown';
$markdown .= "\n**Reference:** `{$sdk}::{$id}`\n";
}
return $markdown . "\n---\n\n";
}�u}�(j� �getChunkContent�j� Kj� }�(j� }�(j� M�j� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� K$uuj ]�(}�(j� �$chunkId�j� K
j� }�(j� }�(j� Mj� K%uj� }�(j� Mj� K4uuj� }�(j� }�(j� Mj� K,uj� }�(j� Mj� K4uuj j> j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jI j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �3string $chunkId, DocumentationIndex $index): string�j� ]�u}�(j� �$index�j� K
j� }�(j� }�(j� Mj� K6uj� }�(j� Mj� KOuuj� }�(j� }�(j� Mj� KIuj� }�(j� Mj� KOuuj j> j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jV j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �"DocumentationIndex $index): string�j� ]�u}�(j� �$chunk�j� K
j� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� Kuuj j> j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jc j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �($chunk = $index->getChunkById($chunkId);�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j@ j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X /**
* Get the full content of a chunk by its ID.
*
* @param string $chunkId
* @param DocumentationIndex $index
*/
private function getChunkContent(string $chunkId, DocumentationIndex $index): string
{
// For now, we'll use the chunk ID to get content
// In a real implementation, we'd fetch this from the index
$chunk = $index->getChunkById($chunkId);
if (null === $chunk) {
return '';
}
return $chunk['content'] ?? '';
}�u}�(j� �mapLanguageToSdk�j� Kj� }�(j� }�(j� Mj� Kuj� }�(j� M'j� Kuuj� }�(j� }�(j� Mj� Kuj� }�(j� Mj� K%uuj ]�(}�(j� � $language�j� K
j� }�(j� }�(j� Mj� K&uj� }�(j� Mj� K7uuj� }�(j� }�(j� Mj� K.uj� }�(j� Mj� K7uuj jr j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j} j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?string $language): ?string�j� ]�u}�(j� �$mapping�j� K
j� }�(j� }�(j� M j� Kuj� }�(j� M j� Kuuj� }�(j� }�(j� M j� Kuj� }�(j� M j� Kuuj jr j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $mapping = [�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jt j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X /**
* Map programming language to SDK.
*
* @param string|null $language
*/
private function mapLanguageToSdk(?string $language): ?string
{
if (null === $language) {
return null;
}
$mapping = [
'php' => 'php',
'go' => 'go',
'python' => 'python',
'java' => 'java',
'csharp' => 'dotnet',
'javascript' => 'js',
'typescript' => 'js',
];
return $mapping[$language] ?? null;
}�u}�(j� �
performSearch�j� Kj� }�(j� }�(j� M)j� Kuj� }�(j� M=j� Kuuj� }�(j� }�(j� M5j� Kuj� }�(j� M5j� K"uuj ]�(}�(j� �$index�j� K
j� }�(j� }�(j� M5j� K#uj� }�(j� M5j� K<uuj� }�(j� }�(j� M5j� K6uj� }�(j� M5j� K<uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �RDocumentationIndex $index, string $query, ?string $sdk, string $searchType): array�j� ]�u}�(j� �$query�j� K
j� }�(j� }�(j� M5j� K>uj� }�(j� M5j� KKuuj� }�(j� }�(j� M5j� KEuj� }�(j� M5j� KKuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �7string $query, ?string $sdk, string $searchType): array�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� M5j� KMuj� }�(j� M5j� KYuuj� }�(j� }�(j� M5j� KUuj� }�(j� M5j� KYuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �(?string $sdk, string $searchType): array�j� ]�u}�(j� � $searchType�j� K
j� }�(j� }�(j� M5j� K[uj� }�(j� M5j� Kmuuj� }�(j� }�(j� M5j� Kbuj� }�(j� M5j� Kmuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �string $searchType): array�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� X
/**
* Perform search based on search type.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
* @param string $searchType
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function performSearch(DocumentationIndex $index, string $query, ?string $sdk, string $searchType): array
{
return match ($searchType) {
'class' => $this->searchForClasses($index, $query, $sdk),
'method' => $this->searchForMethods($index, $query, $sdk),
'section' => $this->searchForSections($index, $query, $sdk),
default => $index->searchChunks($query, $sdk),
};
}�u}�(j� �searchForClasses�j� Kj� }�(j� }�(j� M?j� Kuj� }�(j� MXj� Kuuj� }�(j� }�(j� MJj� Kuj� }�(j� MJj� K%uuj ]�(}�(j� �$index�j� K
j� }�(j� }�(j� MJj� K&uj� }�(j� MJj� K?uuj� }�(j� }�(j� MJj� K9uj� }�(j� MJj� K?uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �>DocumentationIndex $index, string $query, ?string $sdk): array�j� ]�u}�(j� �$query�j� K
j� }�(j� }�(j� MJj� KAuj� }�(j� MJj� KNuuj� }�(j� }�(j� MJj� KHuj� }�(j� MJj� KNuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#string $query, ?string $sdk): array�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� MJj� KPuj� }�(j� MJj� K\uuj� }�(j� }�(j� MJj� KXuj� }�(j� MJj� K\uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?string $sdk): array�j� ]�u}�(j� �
$allChunks�j� K
j� }�(j� }�(j� MLj� Kuj� }�(j� MLj� Kuuj� }�(j� }�(j� MLj� Kuj� }�(j� MLj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �0$allChunks = $index->searchChunks($query, $sdk);�j� ]�u}�(j� �
$classResults�j� K
j� }�(j� }�(j� MMj� Kuj� }�(j� MMj� Kuuj� }�(j� }�(j� MMj� Kuj� }�(j� MMj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$classResults = [];�j� ]�u}�(j� � $allChunk�j� K
j� }�(j� }�(j� MOj� K uj� }�(j� MOj� K(uuj� }�(j� }�(j� MOj� K uj� }�(j� MOj� K(uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j&
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $allChunk) {�j� ]�u}�(j� � $metadata�j� K
j� }�(j� }�(j� MPj� K uj� }�(j� MPj� Kuuj� }�(j� }�(j� MPj� K uj� }�(j� MPj� Kuuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j3
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php��L j� j� uj� �"$metadata = $allChunk['metadata'];�j� ]�u}�(j� �
$classResults�j� K
j� }�(j� }�(j� MSj� Kuj� }�(j� MSj� K uuj� }�(j� }�(j� MSj� Kuj� }�(j� MSj� K uuj j� j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j@
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $classResults[] = $allChunk;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� XE /**
* Search specifically for classes.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForClasses(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$classResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['class']) && '' !== $metadata['class'] && is_scalar($metadata['class']) && false !== stripos((string) $metadata['class'], $query)) {
$classResults[] = $allChunk;
}
}
return $classResults;
}�u}�(j� �searchForMethods�j� Kj� }�(j� }�(j� MZj� Kuj� }�(j� Msj� Kuuj� }�(j� }�(j� Mej� Kuj� }�(j� Mej� K%uuj ]�(}�(j� �$index�j� K
j� }�(j� }�(j� Mej� K&uj� }�(j� Mej� K?uuj� }�(j� }�(j� Mej� K9uj� }�(j� Mej� K?uuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jZ
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �>DocumentationIndex $index, string $query, ?string $sdk): array�j� ]�u}�(j� �$query�j� K
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j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jg
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#string $query, ?string $sdk): array�j� ]�u}�(j� �$sdk�j� K
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$allChunks�j� K
j� }�(j� }�(j� Mgj� Kuj� }�(j� Mgj� Kuuj� }�(j� }�(j� Mgj� Kuj� }�(j� Mgj� Kuuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �0$allChunks = $index->searchChunks($query, $sdk);�j� ]�u}�(j� �$methodResults�j� K
j� }�(j� }�(j� Mhj� Kuj� }�(j� Mhj� Kuuj� }�(j� }�(j� Mhj� Kuj� }�(j� Mhj� Kuuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$methodResults = [];�j� ]�u}�(j� � $allChunk�j� K
j� }�(j� }�(j� Mjj� K uj� }�(j� Mjj� K(uuj� }�(j� }�(j� Mjj� K uj� }�(j� Mjj� K(uuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $allChunk) {�j� ]�u}�(j� � $metadata�j� K
j� }�(j� }�(j� Mkj� K uj� }�(j� Mkj� Kuuj� }�(j� }�(j� Mkj� K uj� }�(j� Mkj� Kuuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �"$metadata = $allChunk['metadata'];�j� ]�u}�(j� �$methodResults�j� K
j� }�(j� }�(j� Mnj� Kuj� }�(j� Mnj� K uuj� }�(j� }�(j� Mnj� Kuj� }�(j� Mnj� K uuj jO
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $methodResults[] = $allChunk;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� jQ
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� XL /**
* Search specifically for methods.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForMethods(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$methodResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['method']) && '' !== $metadata['method'] && is_scalar($metadata['method']) && false !== stripos((string) $metadata['method'], $query)) {
$methodResults[] = $allChunk;
}
}
return $methodResults;
}�u}�(j� �searchForSections�j� Kj� }�(j� }�(j� Muj� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K&uuj ]�(}�(j� �$index�j� K
j� }�(j� }�(j� M�j� K'uj� }�(j� M�j� K@uuj� }�(j� }�(j� M�j� K:uj� }�(j� M�j� K@uuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �>DocumentationIndex $index, string $query, ?string $sdk): array�j� ]�u}�(j� �$query�j� K
j� }�(j� }�(j� M�j� KBuj� }�(j� M�j� KOuuj� }�(j� }�(j� M�j� KIuj� }�(j� M�j� KOuuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �#string $query, ?string $sdk): array�j� ]�u}�(j� �$sdk�j� K
j� }�(j� }�(j� M�j� KQuj� }�(j� M�j� K]uuj� }�(j� }�(j� M�j� KYuj� }�(j� M�j� K]uuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �?string $sdk): array�j� ]�u}�(j� �
$allChunks�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �0$allChunks = $index->searchChunks($query, $sdk);�j� ]�u}�(j� �$sectionResults�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� Kuuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �$sectionResults = [];�j� ]�u}�(j� � $allChunk�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� K(uuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� K(uuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $allChunk) {�j� ]�u}�(j� � $metadata�j� K
j� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj� }�(j� }�(j� M�j� K uj� }�(j� M�j� Kuuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� �"$metadata = $allChunk['metadata'];�j� ]�u}�(j� �$sectionResults�j� K
j� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K uuj� }�(j� }�(j� M�j� Kuj� }�(j� M�j� K uuj j�
j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j* j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� � $sectionResults[] = $allChunk;�j� ]�uej j j� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j�
j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� XU /**
* Search specifically for sections.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForSections(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$sectionResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['section']) && '' !== $metadata['section'] && is_scalar($metadata['section']) && false !== stripos((string) $metadata['section'], $query)) {
$sectionResults[] = $allChunk;
}
}
return $sectionResults;
}�uej� }�(j� �Rfile:///Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j j� �K/Users/evan/Developer/evansims/openfga-mcp/src/Tools/DocumentationTools.php�j� j� uj� Xc� final readonly class DocumentationTools extends AbstractTools
{
public function __construct(
/** @phpstan-ignore property.onlyWritten */
private ClientInterface $client,
) {
}
/**
* Find documentation similar to provided content.
*
* @param string $content Reference content to find similar documentation
* @param string|null $sdk Limit search to specific SDK
* @param float $similarity_threshold Minimum similarity score (0.0-1.0, default: 0.5)
* @param int $limit Maximum number of results (default: 5)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted related documentation
*/
#[McpTool(name: 'find_similar_documentation')]
public function findSimilarDocumentation(
string $content,
?string $sdk = null,
float $similarity_threshold = 0.5,
int $limit = 5,
): string {
if ('' === trim($content)) {
return '❌ Content cannot be empty';
}
if (0.0 > $similarity_threshold || 1.0 < $similarity_threshold) {
return '❌ Similarity threshold must be between 0.0 and 1.0';
}
if (1 > $limit || 20 < $limit) {
return '❌ Limit must be between 1 and 20';
}
$validSdks = ['php', 'go', 'python', 'java', 'dotnet', 'js', 'laravel', null];
if (! in_array($sdk, $validSdks, true)) {
return '❌ Invalid SDK. Must be one of: php, go, python, java, dotnet, js, laravel';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Extract key terms from content for similarity matching
$keyTerms = $this->extractKeyTerms($content);
if ([] === $keyTerms) {
return '❌ Could not extract meaningful terms from the provided content';
}
// Search for similar content using key terms
/** @var array<string, array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>, similarity?: float, content?: string}> $similarChunks */
$similarChunks = [];
foreach ($keyTerms as $keyTerm) {
$chunks = $index->searchChunks($keyTerm, $sdk, $limit * 2);
foreach ($chunks as $chunk) {
// Get content from the chunk to calculate similarity
// We need to get the actual content - the preview is just a snippet
$chunkContent = $this->getChunkContent($chunk['chunk_id'], $index);
$similarity = $this->calculateSimilarity($content, $chunkContent);
if ($similarity >= $similarity_threshold) {
// Add similarity and content to the chunk
$chunkWithSimilarity = $chunk;
$chunkWithSimilarity['similarity'] = $similarity;
$chunkWithSimilarity['content'] = $chunkContent;
$chunkKey = $chunk['sdk'] . '::' . $chunk['chunk_id'];
if (! isset($similarChunks[$chunkKey])) {
$similarChunks[$chunkKey] = $chunkWithSimilarity;
} elseif (isset($similarChunks[$chunkKey]['similarity'])) {
$existingSim = $similarChunks[$chunkKey]['similarity'];
if ($existingSim < $similarity) {
$similarChunks[$chunkKey] = $chunkWithSimilarity;
}
}
}
}
}
// Sort by similarity score
usort($similarChunks, static function (array $a, array $b): int {
// Since we know similarity is added above, we can safely access it
$aSimilarity = isset($a['similarity']) && is_numeric($a['similarity']) ? $a['similarity'] : 0.0;
$bSimilarity = isset($b['similarity']) && is_numeric($b['similarity']) ? $b['similarity'] : 0.0;
return $bSimilarity <=> $aSimilarity;
});
// Apply limit
$similarChunks = array_slice($similarChunks, 0, $limit);
if ([] === $similarChunks) {
return "## Similar Documentation\n\nNo similar documentation found (threshold: {$similarity_threshold})" .
(null !== $sdk ? ' in SDK: ' . $sdk : '') .
"\n\nTry:\n- Lowering the similarity threshold\n- Providing more specific content\n- Removing SDK filter for broader results";
}
// Build markdown response
$markdown = "## Similar Documentation\n\n";
$markdown .= sprintf('**Similarity Threshold:** %s%s', $similarity_threshold, PHP_EOL);
if (null !== $sdk) {
$markdown .= sprintf('**SDK Filter:** %s%s', $sdk, PHP_EOL);
}
$markdown .= '**Found:** ' . count($similarChunks) . " similar document(s)\n\n";
$markdown .= "---\n\n";
foreach ($similarChunks as $chunkIndex => $chunk) {
$markdown .= $this->formatSimilarResult($chunk, $chunkIndex + 1);
}
return $markdown;
}
/**
* Search for code examples in documentation.
*
* @param string $query Code pattern or concept to find
* @param string|null $language Programming language filter (php, go, python, java, csharp, javascript, typescript)
* @param bool $include_context Include surrounding explanatory context
* @param int $limit Maximum number of examples to return (default: 5)
* @param int $offset Pagination offset for results (default: 0)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted code examples with descriptions
*/
#[McpTool(name: 'search_code_examples')]
public function searchCodeExamples(
string $query,
?string $language = null,
bool $include_context = true,
int $limit = 5,
int $offset = 0,
): string {
if ('' === trim($query)) {
return '❌ Search query cannot be empty';
}
if (1 > $limit || 20 < $limit) {
return '❌ Limit must be between 1 and 20';
}
if (0 > $offset) {
return '❌ Offset cannot be negative';
}
$validLanguages = ['php', 'go', 'python', 'java', 'csharp', 'javascript', 'typescript', null];
if (! in_array($language, $validLanguages, true)) {
return '❌ Invalid language. Must be one of: php, go, python, java, csharp, javascript, typescript';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Map language to SDK if applicable
$sdk = $this->mapLanguageToSdk($language);
// Search for code-related chunks
$allChunks = $index->searchChunks($query, $sdk);
$codeExamples = [];
foreach ($allChunks as $allChunk) {
// Get the full content for this chunk
$chunkContent = $this->getChunkContent($allChunk['chunk_id'], $index);
$chunkWithContent = $allChunk;
$chunkWithContent['content'] = $chunkContent;
$examples = $this->extractCodeFromChunk($chunkWithContent, $language);
foreach ($examples as $example) {
$example['chunk'] = $allChunk;
$codeExamples[] = $example;
}
}
$totalExamples = count($codeExamples);
if (0 === $totalExamples) {
return "## Code Examples
No code examples found for: **{$query}**" .
(null !== $language ? sprintf(' (language: %s)', $language) : '') .
"\n\nTry:\n- Searching for specific method or class names\n- Using OpenFGA terminology (e.g., 'check', 'expand', 'tuples')\n- Removing language filter for broader results";
}
// Apply pagination
$paginatedExamples = array_slice($codeExamples, $offset, $limit);
$currentPage = (int) floor($offset / $limit) + 1;
$totalPages = (int) ceil($totalExamples / $limit);
// Build markdown response
$markdown = "## Code Examples\n\n";
$markdown .= "**Search:** `{$query}`\n";
if (null !== $language) {
$markdown .= sprintf('**Language:** %s%s', $language, PHP_EOL);
}
$markdown .= '**Results:** Showing ' . ($offset + 1) . '-' . min($offset + $limit, $totalExamples) . " of {$totalExamples} examples\n\n";
$markdown .= "---\n\n";
foreach ($paginatedExamples as $exampleIndex => $example) {
$exampleNumber = $offset + $exampleIndex + 1;
$markdown .= $this->formatCodeExample($example, $exampleNumber, $include_context);
}
// Add pagination info
if (1 < $totalPages) {
$markdown .= "\n---\n\n### Pagination\n\n";
if (1 < $currentPage) {
$prevOffset = max(0, $offset - $limit);
$markdown .= sprintf('- **Previous page:** Use offset=%d%s', $prevOffset, PHP_EOL);
}
if ($currentPage < $totalPages) {
$nextOffset = $offset + $limit;
$markdown .= sprintf('- **Next page:** Use offset=%d%s', $nextOffset, PHP_EOL);
}
}
return $markdown;
}
/**
* Advanced documentation search with filtering and pagination.
*
* @param string $query Search query to find in documentation
* @param string|null $sdk Filter by specific SDK (php, go, python, java, dotnet, js, laravel)
* @param string $search_type Type of search: content (default), class, method, or section
* @param int $limit Maximum number of results to return (default: 10)
* @param int $offset Pagination offset for results (default: 0)
*
* @throws RuntimeException If documentation index initialization fails
*
* @return string Markdown-formatted search results with pagination metadata
*/
#[McpTool(name: 'search_documentation')]
public function searchDocumentation(
string $query,
?string $sdk = null,
string $search_type = 'content',
int $limit = 10,
int $offset = 0,
): string {
if ('' === trim($query)) {
return '❌ Search query cannot be empty';
}
if (1 > $limit || 50 < $limit) {
return '❌ Limit must be between 1 and 50';
}
if (0 > $offset) {
return '❌ Offset cannot be negative';
}
$validSearchTypes = ['content', 'class', 'method', 'section'];
if (! in_array($search_type, $validSearchTypes, true)) {
return '❌ Invalid search_type. Must be one of: ' . implode(', ', $validSearchTypes);
}
$validSdks = ['php', 'go', 'python', 'java', 'dotnet', 'js', 'laravel', null];
if (! in_array($sdk, $validSdks, true)) {
return '❌ Invalid SDK. Must be one of: php, go, python, java, dotnet, js, laravel';
}
$index = DocumentationIndexSingleton::getInstance();
if (! $index->isInitialized()) {
$index->initialize();
}
// Get all results first for total count
$allResults = $this->performSearch($index, $query, $sdk, $search_type);
$totalResults = count($allResults);
if (0 === $totalResults) {
return "## Documentation Search Results
No results found for query: **{$query}**" .
(null !== $sdk ? sprintf(' (filtered by SDK: %s)', $sdk) : '') .
"\n\nTry:\n- Using different keywords\n- Checking spelling\n- Using broader search terms";
}
// Apply pagination
$paginatedResults = array_slice($allResults, $offset, $limit);
$currentPage = (int) floor($offset / $limit) + 1;
$totalPages = (int) ceil($totalResults / $limit);
// Build markdown response
$markdown = "## Documentation Search Results\n\n";
$markdown .= "**Query:** `{$query}`\n";
if (null !== $sdk) {
$markdown .= sprintf('**SDK Filter:** %s%s', $sdk, PHP_EOL);
}
$markdown .= sprintf('**Search Type:** %s%s', $search_type, PHP_EOL);
$markdown .= '**Results:** Showing ' . ($offset + 1) . '-' . min($offset + $limit, $totalResults) . " of {$totalResults} total results\n";
$markdown .= "**Page:** {$currentPage} of {$totalPages}\n\n";
$markdown .= "---\n\n";
foreach ($paginatedResults as $resultIndex => $result) {
$resultNumber = $offset + (int) $resultIndex + 1;
$markdown .= $this->formatSearchResult($result, $resultNumber);
}
// Add pagination info
if (1 < $totalPages) {
$markdown .= "\n---\n\n### Pagination\n\n";
if (1 < $currentPage) {
$prevOffset = max(0, $offset - $limit);
$markdown .= sprintf('- **Previous page:** Use offset=%d%s', $prevOffset, PHP_EOL);
}
if ($currentPage < $totalPages) {
$nextOffset = $offset + $limit;
$markdown .= sprintf('- **Next page:** Use offset=%d%s', $nextOffset, PHP_EOL);
}
}
return $markdown;
}
/**
* Calculate similarity between two pieces of content.
*
* @param string $content1
* @param string $content2
* @return float Similarity score between 0 and 1
*/
private function calculateSimilarity(string $content1, string $content2): float
{
if ('' === $content1 || '' === $content2) {
return 0.0;
}
// Extract terms from both contents
$terms1 = $this->extractKeyTerms($content1);
$terms2 = $this->extractKeyTerms($content2);
if ([] === $terms1 || [] === $terms2) {
return 0.0;
}
// Calculate Jaccard similarity
$intersection = count(array_intersect($terms1, $terms2));
$union = count(array_unique(array_merge($terms1, $terms2)));
// Union will always be at least 1 since we checked both term arrays are non-empty
$jaccard = (float) ($intersection / $union);
// Also check for exact phrase matches for higher similarity
$phrases = [
'authorization model',
'permission check',
'tuple creation',
'relationship tuples',
'access control',
'openfga',
];
$phraseBonus = 0.0;
foreach ($phrases as $phrase) {
if (false !== stripos($content1, $phrase) && false !== stripos($content2, $phrase)) {
$phraseBonus += 0.1;
}
}
// Combine scores (cap at 1.0)
return min(1.0, $jaccard + $phraseBonus);
}
/**
* Extract code examples from a chunk.
*
* @param array<string, mixed> $chunk
* @param string|null $language
* @return array<array<string, mixed>>
*/
private function extractCodeFromChunk(array $chunk, ?string $language): array
{
$content = isset($chunk['content']) && is_scalar($chunk['content']) ? (string) $chunk['content'] : '';
$examples = [];
// Match code blocks with optional language specification
$pattern = '/```(\w+)?\n(.*?)\n```/s';
$result = preg_match_all($pattern, $content, $matches, PREG_SET_ORDER);
if (false !== $result && 0 < $result) {
foreach ($matches as $match) {
// When preg_match_all succeeds with PREG_SET_ORDER, capture groups exist
// Optional groups will be empty strings if they don't match
/** @var array{0: string, 1: string, 2: string} $match */
$codeLang = $match[1];
$codeContent = $match[2];
// Filter by language if specified
if (null !== $language) {
$langMatch = false;
switch ($language) {
case 'php':
$langMatch = 'php' === $codeLang || false !== stripos($codeContent, '<?php');
break;
case 'go':
$langMatch = 'go' === $codeLang || false !== stripos($codeContent, 'func ');
break;
case 'python':
$langMatch = 'python' === $codeLang || 'py' === $codeLang || false !== stripos($codeContent, 'def ');
break;
case 'java':
$langMatch = 'java' === $codeLang || false !== stripos($codeContent, 'public class');
break;
case 'csharp':
$langMatch = 'csharp' === $codeLang || 'cs' === $codeLang || false !== stripos($codeContent, 'using ');
break;
case 'javascript':
case 'typescript':
$langMatch = in_array($codeLang, ['javascript', 'js', 'typescript', 'ts'], true);
break;
}
if (! $langMatch) {
continue;
}
}
$examples[] = [
'language' => '' !== $codeLang ? $codeLang : 'unknown',
'code' => $codeContent,
'context' => $this->extractContext($content, $match[0]),
];
}
}
return $examples;
}
/**
* Extract context around code.
*
* @param string $content
* @param string $codeBlock
*/
private function extractContext(string $content, string $codeBlock): string
{
$position = strpos($content, $codeBlock);
if (false === $position) {
return '';
}
// Get text before the code block (up to 200 chars)
$beforeStart = max(0, $position - 200);
$beforeText = substr($content, $beforeStart, $position - $beforeStart);
// Get text after the code block (up to 200 chars)
$afterStart = $position + strlen($codeBlock);
$afterText = substr($content, $afterStart, 200);
// Clean up and combine
$beforeText = trim(preg_replace('/\s+/', ' ', $beforeText) ?? '');
$afterText = trim(preg_replace('/\s+/', ' ', $afterText) ?? '');
$context = '';
if ('' !== $beforeText) {
$context .= '...' . $beforeText;
}
$context .= ' [CODE] ';
if ('' !== $afterText) {
$context .= $afterText . '...';
}
return trim($context);
}
/**
* Extract key terms from content for similarity matching.
*
* @param string $content
* @return array<string>
*/
private function extractKeyTerms(string $content): array
{
// Remove code blocks and special characters
$cleanContent = preg_replace('/```[\s\S]*?```/', '', $content);
$cleanContent ??= '';
$cleanContent = preg_replace('/[^a-zA-Z0-9\s]/', ' ', $cleanContent);
$cleanContent ??= '';
// Extract words
$words = preg_split('/\s+/', strtolower($cleanContent));
$words = false !== $words ? $words : [];
// Filter out common words and short words
$stopWords = ['the', 'is', 'at', 'which', 'on', 'and', 'a', 'an', 'as', 'are', 'was', 'were', 'been', 'be', 'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would', 'could', 'should', 'may', 'might', 'must', 'can', 'this', 'that', 'these', 'those', 'i', 'you', 'he', 'she', 'it', 'we', 'they', 'what', 'which', 'who', 'when', 'where', 'why', 'how', 'all', 'each', 'every', 'both', 'few', 'more', 'most', 'other', 'some', 'such', 'only', 'own', 'same', 'so', 'than', 'too', 'very', 'just', 'in', 'of', 'to', 'for', 'with', 'from', 'up', 'out', 'if', 'about', 'into', 'through', 'during', 'before', 'after', 'above', 'below', 'between', 'under', 'again', 'further', 'then', 'once'];
$termCounts = [];
foreach ($words as $word) {
if (2 < strlen($word) && ! in_array($word, $stopWords, true)) {
if (! isset($termCounts[$word])) {
$termCounts[$word] = 0;
}
++$termCounts[$word];
}
}
// Sort by frequency and take top terms
arsort($termCounts);
$keyTerms = array_keys(array_slice($termCounts, 0, 10));
// Add OpenFGA-specific terms if present
$openfgaTerms = ['openfga', 'authorization', 'permission', 'tuple', 'relation', 'check', 'expand', 'store', 'model', 'user', 'object'];
foreach ($openfgaTerms as $openfgaTerm) {
if (false !== stripos($content, $openfgaTerm) && ! in_array($openfgaTerm, $keyTerms, true)) {
$keyTerms[] = $openfgaTerm;
}
}
return array_slice($keyTerms, 0, 15);
}
/**
* Format a code example as markdown.
*
* @param array<string, mixed> $example
* @param int $number
* @param bool $includeContext
*/
private function formatCodeExample(array $example, int $number, bool $includeContext): string
{
$markdown = "### Example {$number}\n\n";
$chunk = isset($example['chunk']) && is_array($example['chunk']) ? $example['chunk'] : [];
// Add metadata
if (isset($chunk['sdk']) && '' !== $chunk['sdk']) {
$chunkSdk = is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : '';
$markdown .= "**SDK:** `{$chunkSdk}` \n";
}
// Access class and method from metadata
$metadata = isset($chunk['metadata']) && is_array($chunk['metadata']) ? $chunk['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$chunkClass = is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
$markdown .= sprintf('**Class:** `%s`', $chunkClass);
if (isset($metadata['method']) && '' !== $metadata['method']) {
$chunkMethod = is_scalar($metadata['method']) ? (string) $metadata['method'] : '';
$markdown .= sprintf(' **Method:** `%s`', $chunkMethod);
}
$markdown .= " \n";
}
if (isset($example['language']) && '' !== $example['language'] && 'unknown' !== $example['language']) {
$exampleLang = is_scalar($example['language']) ? (string) $example['language'] : '';
$markdown .= "**Language:** `{$exampleLang}` \n";
}
$markdown .= "\n";
// Add context if requested
if ($includeContext && isset($example['context']) && '' !== $example['context']) {
$context = is_scalar($example['context']) ? (string) $example['context'] : '';
$markdown .= "**Context:**\n> " . str_replace('[CODE]', '*(see code below)*', $context) . "\n\n";
}
// Add code
$lang = isset($example['language']) && is_scalar($example['language']) ? (string) $example['language'] : '';
$code = isset($example['code']) && is_scalar($example['code']) ? (string) $example['code'] : '';
$markdown .= "```{$lang}\n{$code}\n```\n";
return $markdown . "\n---\n\n";
}
/**
* Format a search result as markdown.
*
* @param array<string, mixed> $result
* @param int $number
*/
private function formatSearchResult(array $result, int $number): string
{
$markdown = sprintf('### %d. ', $number);
// Build title based on available metadata
$title = '';
$metadata = isset($result['metadata']) && is_array($result['metadata']) ? $result['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$title .= is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
if (isset($metadata['method']) && '' !== $metadata['method']) {
$title .= '::' . (is_scalar($metadata['method']) ? (string) $metadata['method'] : '');
}
} elseif (isset($metadata['section']) && '' !== $metadata['section']) {
$title .= is_scalar($metadata['section']) ? (string) $metadata['section'] : '';
} else {
$title .= 'Documentation Chunk';
}
$markdown .= $title . "\n\n";
// Add metadata
if (isset($result['sdk']) && '' !== $result['sdk']) {
$sdkName = is_scalar($result['sdk']) ? (string) $result['sdk'] : '';
$markdown .= "**SDK:** `{$sdkName}` \n";
}
if (isset($result['source']) && '' !== $result['source']) {
$sourceName = is_scalar($result['source']) ? (string) $result['source'] : '';
$markdown .= "**Source:** `{$sourceName}` \n";
}
if (isset($result['score']) && 0.0 !== $result['score']) {
$scoreValue = is_numeric($result['score']) ? (float) $result['score'] : 0.0;
$markdown .= '**Relevance:** ' . (string) round($scoreValue * 100.0) . "% \n";
}
$markdown .= "\n";
// Add preview
if (isset($result['preview']) && '' !== $result['preview']) {
$preview = is_scalar($result['preview']) ? (string) $result['preview'] : '';
// Limit preview length
if (500 < strlen($preview)) {
$preview = substr($preview, 0, 497) . '...';
}
$markdown .= "**Preview:**\n```\n{$preview}\n```\n";
}
// Add navigation
if (isset($result['chunk_id']) && '' !== $result['chunk_id']) {
$sdk = isset($result['sdk']) && is_scalar($result['sdk']) ? (string) $result['sdk'] : 'unknown';
$id = isset($result['chunk_id']) && is_scalar($result['chunk_id']) ? (string) $result['chunk_id'] : 'unknown';
$markdown .= "\n**Reference:** `{$sdk}::{$id}`\n";
}
return $markdown . "\n---\n\n";
}
/**
* Format a similar documentation result as markdown.
*
* @param array<string, mixed> $chunk
* @param int $number
*/
private function formatSimilarResult(array $chunk, int $number): string
{
$markdown = sprintf('### %d. ', $number);
// Build title
$title = '';
$metadata = isset($chunk['metadata']) && is_array($chunk['metadata']) ? $chunk['metadata'] : [];
if (isset($metadata['class']) && '' !== $metadata['class']) {
$title .= is_scalar($metadata['class']) ? (string) $metadata['class'] : '';
if (isset($metadata['method']) && '' !== $metadata['method']) {
$title .= '::' . (is_scalar($metadata['method']) ? (string) $metadata['method'] : '');
}
} elseif (isset($metadata['section']) && '' !== $metadata['section']) {
$title .= is_scalar($metadata['section']) ? (string) $metadata['section'] : '';
} else {
$title .= 'Related Documentation';
}
$markdown .= $title . "\n\n";
// Add metadata
if (isset($chunk['sdk']) && '' !== $chunk['sdk']) {
$chunkSdkValue = is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : '';
$markdown .= "**SDK:** `{$chunkSdkValue}` \n";
}
if (isset($chunk['similarity']) && 0.0 !== $chunk['similarity']) {
$simScore = is_numeric($chunk['similarity']) ? (float) $chunk['similarity'] : 0.0;
$markdown .= '**Similarity Score:** ' . (string) round($simScore * 100.0) . "% \n";
}
if (isset($chunk['source']) && '' !== $chunk['source']) {
$sourceValue = is_scalar($chunk['source']) ? (string) $chunk['source'] : '';
$markdown .= "**Source:** `{$sourceValue}` \n";
}
$markdown .= "\n";
// Add content preview
if (isset($chunk['content']) && '' !== $chunk['content']) {
$preview = is_scalar($chunk['content']) ? (string) $chunk['content'] : '';
// Limit preview length
if (800 < strlen($preview)) {
$preview = substr($preview, 0, 797) . '...';
}
$markdown .= "**Content:**\n\n" . $preview . "\n";
}
// Add reference
if (isset($chunk['chunk_id']) && '' !== $chunk['chunk_id']) {
$sdk = isset($chunk['sdk']) && is_scalar($chunk['sdk']) ? (string) $chunk['sdk'] : 'unknown';
$id = isset($chunk['chunk_id']) && is_scalar($chunk['chunk_id']) ? (string) $chunk['chunk_id'] : 'unknown';
$markdown .= "\n**Reference:** `{$sdk}::{$id}`\n";
}
return $markdown . "\n---\n\n";
}
/**
* Get the full content of a chunk by its ID.
*
* @param string $chunkId
* @param DocumentationIndex $index
*/
private function getChunkContent(string $chunkId, DocumentationIndex $index): string
{
// For now, we'll use the chunk ID to get content
// In a real implementation, we'd fetch this from the index
$chunk = $index->getChunkById($chunkId);
if (null === $chunk) {
return '';
}
return $chunk['content'] ?? '';
}
/**
* Map programming language to SDK.
*
* @param string|null $language
*/
private function mapLanguageToSdk(?string $language): ?string
{
if (null === $language) {
return null;
}
$mapping = [
'php' => 'php',
'go' => 'go',
'python' => 'python',
'java' => 'java',
'csharp' => 'dotnet',
'javascript' => 'js',
'typescript' => 'js',
];
return $mapping[$language] ?? null;
}
/**
* Perform search based on search type.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
* @param string $searchType
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function performSearch(DocumentationIndex $index, string $query, ?string $sdk, string $searchType): array
{
return match ($searchType) {
'class' => $this->searchForClasses($index, $query, $sdk),
'method' => $this->searchForMethods($index, $query, $sdk),
'section' => $this->searchForSections($index, $query, $sdk),
default => $index->searchChunks($query, $sdk),
};
}
/**
* Search specifically for classes.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForClasses(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$classResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['class']) && '' !== $metadata['class'] && is_scalar($metadata['class']) && false !== stripos((string) $metadata['class'], $query)) {
$classResults[] = $allChunk;
}
}
return $classResults;
}
/**
* Search specifically for methods.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForMethods(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$methodResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['method']) && '' !== $metadata['method'] && is_scalar($metadata['method']) && false !== stripos((string) $metadata['method'], $query)) {
$methodResults[] = $allChunk;
}
}
return $methodResults;
}
/**
* Search specifically for sections.
*
* @param DocumentationIndex $index
* @param string $query
* @param string|null $sdk
*
* @throws RuntimeException If search fails
*
* @return array<array<string, mixed>>
*/
private function searchForSections(DocumentationIndex $index, string $query, ?string $sdk): array
{
$allChunks = $index->searchChunks($query, $sdk);
$sectionResults = [];
foreach ($allChunks as $allChunk) {
$metadata = $allChunk['metadata'];
if (isset($metadata['section']) && '' !== $metadata['section'] && is_scalar($metadata['section']) && false !== stripos((string) $metadata['section'], $query)) {
$sectionResults[] = $allChunk;
}
}
return $sectionResults;
}
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j=& K uu�children�]�(}�(j5& �CHUNK_SIZE_LIMIT�j7& Kj8& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K-uuj@& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K&uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jV& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �CHUNK_SIZE_LIMIT = 5000;�j� ]�u}�(j5& � DOCS_PATH�j7& Kj8& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K<uuj@& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K"uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jc& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$DOCS_PATH = __DIR__ . '/../../docs';�j� ]�u}�(j5& �$chunks�j7& Kj8& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K uuj@& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& Kuuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jp& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �
$chunks = [];�j� ]�u}�(j5& �$index�j7& Kj8& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& K uuj@& }�(j:& }�(j<& Kj=& Kuj>& }�(j<& Kj=& Kuuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j}& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $index = [];�j� ]�u}�(j5& � $initialized�j7& Kj8& }�(j:& }�(j<& K j=& Kuj>& }�(j<& K j=& K%uuj@& }�(j:& }�(j<& K j=& Kuj>& }�(j<& K j=& K uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$initialized = false;�j� ]�u}�(j5& �$sdkList�j7& Kj8& }�(j:& }�(j<& K"j=& Kuj>& }�(j<& K"j=& K uuj@& }�(j:& }�(j<& K"j=& Kuj>& }�(j<& K"j=& Kuuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$sdkList = [];�j� ]�u}�(j5& �getChunk�j7& Kj8& }�(j:& }�(j<& K$j=& Kuj>& }�(j<& K0j=& Kuuj@& }�(j:& }�(j<& K+j=& Kuj>& }�(j<& K+j=& K uujR& ]�}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& K+j=& K uj>& }�(j<& K+j=& K,uuj@& }�(j:& }�(j<& K+j=& K$uj>& }�(j<& K+j=& K,uuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $chunkId): ?array�j� ]�uaj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param string $chunkId
*
* @throws RuntimeException
*
* @return array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}|null
*/
public function getChunk(string $chunkId): ?array
{
$this->ensureInitialized();
return $this->chunks[$chunkId] ?? null;
}�u}�(j5& � getChunkById�j7& Kj8& }�(j:& }�(j<& K2j=& Kuj>& }�(j<& K;j=& Kuuj@& }�(j:& }�(j<& K8j=& Kuj>& }�(j<& K8j=& K uujR& ]�}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& K8j=& K!uj>& }�(j<& K8j=& K0uuj@& }�(j:& }�(j<& K8j=& K(uj>& }�(j<& K8j=& K0uuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $chunkId): ?array�j� ]�uaj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� Xx /**
* Get a specific chunk by its ID.
*
* @param string $chunkId
* @return array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}|null
*/
public function getChunkById(string $chunkId): ?array
{
return $this->chunks[$chunkId] ?? null;
}�u}�(j5& �getChunksBySection�j7& Kj8& }�(j:& }�(j<& K=j=& Kuj>& }�(j<& K^j=& Kuuj@& }�(j:& }�(j<& KEj=& Kuj>& }�(j<& KEj=& K&uujR& ]�(}�(j5& �$sdk�j7& K
j8& }�(j:& }�(j<& KEj=& K'uj>& }�(j<& KEj=& K2uuj@& }�(j:& }�(j<& KEj=& K.uj>& }�(j<& KEj=& K2uuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$string $sdk, string $section): array�j� ]�u}�(j5& �$section�j7& K
j8& }�(j:& }�(j<& KEj=& K4uj>& }�(j<& KEj=& KCuuj@& }�(j:& }�(j<& KEj=& K;uj>& }�(j<& KEj=& KCuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $section): array�j� ]�u}�(j5& �$sdkKey�j7& K
j8& }�(j:& }�(j<& KHj=& Kuj>& }�(j<& KHj=& Kuuj@& }�(j:& }�(j<& KHj=& Kuj>& }�(j<& KHj=& Kuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$sdkKey = strtolower($sdk);�j� ]�u}�(j5& � $sectionData�j7& K
j8& }�(j:& }�(j<& KNj=& Kuj>& }�(j<& KNj=& Kuuj@& }�(j:& }�(j<& KNj=& Kuj>& }�(j<& KNj=& Kuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �C$sectionData = $this->index[$sdkKey]['sections'][$section] ?? null;�j� ]�u}�(j5& � $chunkIds�j7& K
j8& }�(j:& }�(j<& KTj=& Kuj>& }�(j<& KTj=& Kuuj@& }�(j:& }�(j<& KTj=& Kuj>& }�(j<& KTj=& Kuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �#$chunkIds = $sectionData['chunks'];�j� ]�u}�(j5& �$chunks�j7& K
j8& }�(j:& }�(j<& KUj=& Kuj>& }�(j<& KUj=& Kuuj@& }�(j:& }�(j<& KUj=& Kuj>& }�(j<& KUj=& Kuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j"' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �
$chunks = [];�j� ]�u}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& KWj=& K uj>& }�(j<& KWj=& K&uuj@& }�(j:& }�(j<& KWj=& K uj>& }�(j<& KWj=& K&uuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j/' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $chunkId) {�j� ]�u}�(j5& �$chunks�j7& K
j8& }�(j:& }�(j<& KYj=& Kuj>& }�(j<& KYj=& Kuuj@& }�(j:& }�(j<& KYj=& Kuj>& }�(j<& KYj=& Kuuj j�& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j<' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$$chunks[] = $this->chunks[$chunkId];�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param string $sdk
* @param string $section
*
* @throws RuntimeException
*
* @return array<array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}>
*/
public function getChunksBySection(string $sdk, string $section): array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey]['sections'][$section])) {
return [];
}
$sectionData = $this->index[$sdkKey]['sections'][$section] ?? null;
if (null === $sectionData) {
return [];
}
$chunkIds = $sectionData['chunks'];
$chunks = [];
foreach ($chunkIds as $chunkId) {
if (isset($this->chunks[$chunkId])) {
$chunks[] = $this->chunks[$chunkId];
}
}
return $chunks;
}�u}�(j5& �getClassDocumentation�j7& Kj8& }�(j:& }�(j<& K`j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& Khj=& Kuj>& }�(j<& Khj=& K)uujR& ]�(}�(j5& �$sdk�j7& K
j8& }�(j:& }�(j<& Khj=& K*uj>& }�(j<& Khj=& K5uuj@& }�(j:& }�(j<& Khj=& K1uj>& }�(j<& Khj=& K5uuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jV' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �'string $sdk, string $className): ?array�j� ]�u}�(j5& �
$className�j7& K
j8& }�(j:& }�(j<& Khj=& K7uj>& }�(j<& Khj=& KHuuj@& }�(j:& }�(j<& Khj=& K>uj>& }�(j<& Khj=& KHuuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jc' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $className): ?array�j� ]�u}�(j5& �$sdkKey�j7& K
j8& }�(j:& }�(j<& Kkj=& Kuj>& }�(j<& Kkj=& Kuuj@& }�(j:& }�(j<& Kkj=& Kuj>& }�(j<& Kkj=& Kuuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jp' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$sdkKey = strtolower($sdk);�j� ]�u}�(j5& �
$classInfo�j7& K
j8& }�(j:& }�(j<& Kqj=& Kuj>& }�(j<& Kqj=& Kuuj@& }�(j:& }�(j<& Kqj=& Kuj>& }�(j<& Kqj=& Kuuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j}' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �:$classInfo = $this->index[$sdkKey]['classes'][$className];�j� ]�u}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& Krj=& Kuj>& }�(j<& Krj=& Kuuj@& }�(j:& }�(j<& Krj=& Kuj>& }�(j<& Krj=& Kuuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �"$chunkId = $classInfo['chunk_id'];�j� ]�u}�(j5& �$chunk�j7& K
j8& }�(j:& }�(j<& Kxj=& Kuj>& }�(j<& Kxj=& Kuuj@& }�(j:& }�(j<& Kxj=& Kuj>& }�(j<& Kxj=& Kuuj jK' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �!$chunk = $this->chunks[$chunkId];�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jM' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param string $sdk
* @param string $className
*
* @throws RuntimeException
*
* @return array{class: string, sdk: string, namespace: string|null, methods: array<string, array{signature: string|null, parameters: array<mixed>, returns: string|null, chunk_id: string|null}>, content: string, metadata: array<mixed>}|null
*/
public function getClassDocumentation(string $sdk, string $className): ?array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey]['classes'][$className])) {
return null;
}
$classInfo = $this->index[$sdkKey]['classes'][$className];
$chunkId = $classInfo['chunk_id'];
if (null === $chunkId || ! isset($this->chunks[$chunkId])) {
return null;
}
$chunk = $this->chunks[$chunkId];
return [
'class' => $className,
'sdk' => $sdkKey,
'namespace' => $classInfo['namespace'],
'methods' => $classInfo['methods'],
'content' => $chunk['content'],
'metadata' => $chunk['metadata'],
];
}�u}�(j5& �getMethodDocumentation�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K*uujR& ]�(}�(j5& �$sdk�j7& K
j8& }�(j:& }�(j<& K�j=& K+uj>& }�(j<& K�j=& K6uuj@& }�(j:& }�(j<& K�j=& K2uj>& }�(j<& K�j=& K6uuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �;string $sdk, string $className, string $methodName): ?array�j� ]�u}�(j5& �
$className�j7& K
j8& }�(j:& }�(j<& K�j=& K8uj>& }�(j<& K�j=& KIuuj@& }�(j:& }�(j<& K�j=& K?uj>& }�(j<& K�j=& KIuuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �.string $className, string $methodName): ?array�j� ]�u}�(j5& � $methodName�j7& K
j8& }�(j:& }�(j<& K�j=& KKuj>& }�(j<& K�j=& K]uuj@& }�(j:& }�(j<& K�j=& KRuj>& }�(j<& K�j=& K]uuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $methodName): ?array�j� ]�u}�(j5& � $classDoc�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �;$classDoc = $this->getClassDocumentation($sdk, $className);�j� ]�u}�(j5& � $methodInfo�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �0$methodInfo = $classDoc['methods'][$methodName];�j� ]�u}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �#$chunkId = $methodInfo['chunk_id'];�j� ]�u}�(j5& �$chunk�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j�' j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �!$chunk = $this->chunks[$chunkId];�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�' j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param string $sdk
* @param string $className
* @param string $methodName
*
* @throws RuntimeException
*
* @return array{method: string, class: string, sdk: string, signature: string|null, parameters: array<mixed>, returns: string|null, content: string}|null
*/
public function getMethodDocumentation(string $sdk, string $className, string $methodName): ?array
{
$this->ensureInitialized();
$classDoc = $this->getClassDocumentation($sdk, $className);
if (null === $classDoc || ! isset($classDoc['methods'][$methodName])) {
return null;
}
$methodInfo = $classDoc['methods'][$methodName];
$chunkId = $methodInfo['chunk_id'];
if (null === $chunkId || ! isset($this->chunks[$chunkId])) {
return null;
}
$chunk = $this->chunks[$chunkId];
return [
'method' => $methodName,
'class' => $className,
'sdk' => $sdk,
'signature' => $methodInfo['signature'],
'parameters' => $methodInfo['parameters'],
'returns' => $methodInfo['returns'],
'content' => $chunk['content'],
];
}�u}�(j5& �
getSdkList�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� ��/**
* @throws RuntimeException
*
* @return array<string>
*/
public function getSdkList(): array
{
$this->ensureInitialized();
return $this->sdkList;
}�j� ]�u}�(j5& �getSdkOverview�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K"uujR& ]�(}�(j5& �$sdk�j7& K
j8& }�(j:& }�(j<& K�j=& K#uj>& }�(j<& K�j=& K.uuj@& }�(j:& }�(j<& K�j=& K*uj>& }�(j<& K�j=& K.uuj j( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j&( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �string $sdk): ?array�j� ]�u}�(j5& �$sdkKey�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j3( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$sdkKey = strtolower($sdk);�j� ]�u}�(j5& �$sdkData�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj j( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j@( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �!$sdkData = $this->index[$sdkKey];�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j ( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param string $sdk
*
* @throws RuntimeException
*
* @return array{sdk: string, name: string, file: string, sections: array<string>, classes: array<string>, total_chunks: int, source: string|null, generated: string|null}|null
*/
public function getSdkOverview(string $sdk): ?array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey])) {
return null;
}
$sdkData = $this->index[$sdkKey];
return [
'sdk' => $sdkKey,
'name' => $sdkData['name'],
'file' => $sdkData['file'],
'sections' => array_keys($sdkData['sections'] ?? []),
'classes' => array_keys($sdkData['classes'] ?? []),
'total_chunks' => count($sdkData['chunks'] ?? []),
'source' => $sdkData['source'] ?? null,
'generated' => $sdkData['generated'] ?? null,
];
}�u}�(j5& �
initialize�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jQ( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X /**
* @throws RuntimeException
*/
public function initialize(): void
{
if ($this->initialized) {
return;
}
$this->scanDocumentationFiles();
$this->buildIndex();
$this->initialized = true;
}�j� ]�u}�(j5& �
isInitialized�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K!uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j^( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �Tpublic function isInitialized(): bool
{
return $this->initialized;
}�j� ]�u}�(j5& � searchChunks�j7& Kj8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& Mj=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& K uujR& ]�(}�(j5& �$query�j7& K
j8& }�(j:& }�(j<& K�j=& K!uj>& }�(j<& K�j=& K.uuj@& }�(j:& }�(j<& K�j=& K(uj>& }�(j<& K�j=& K.uuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jt( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �;string $query, ?string $sdk = null, int $limit = 10): array�j� ]�u}�(j5& �$sdk�j7& K
j8& }�(j:& }�(j<& K�j=& K0uj>& }�(j<& K�j=& KCuuj@& }�(j:& }�(j<& K�j=& K8uj>& }�(j<& K�j=& K<uuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �,?string $sdk = null, int $limit = 10): array�j� ]�u}�(j5& �$limit�j7& K
j8& }�(j:& }�(j<& K�j=& KEuj>& }�(j<& K�j=& KTuuj@& }�(j:& }�(j<& K�j=& KIuj>& }�(j<& K�j=& KOuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �int $limit = 10): array�j� ]�u}�(j5& �$results�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$results = [];�j� ]�u}�(j5& � $queryLower�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �!$queryLower = strtolower($query);�j� ]�u}�(j5& �$chunkId�j7& K
j8& }�(j:& }�(j<& K�j=& K"uj>& }�(j<& K�j=& K*uuj@& }�(j:& }�(j<& K�j=& K"uj>& }�(j<& K�j=& K*uuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$chunkId => $chunk) {�j� ]�u}�(j5& �$chunk�j7& K
j8& }�(j:& }�(j<& K�j=& K.uj>& �� }�(j<& K�j=& K4uuj@& }�(j:& }�(j<& K�j=& K.uj>& }�(j<& K�j=& K4uuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $chunk) {�j� ]�u}�(j5& �$content�j7& K
j8& }�(j:& }�(j<& K�j=& K uj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& K uj>& }�(j<& K�j=& Kuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �)$content = strtolower($chunk['content']);�j� ]�u}�(j5& �$score�j7& K
j8& }�(j:& }�(j<& K�j=& K uj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& K uj>& }�(j<& K�j=& Kuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �S$score = $this->calculateRelevanceScore($queryLower, $content, $chunk['metadata']);�j� ]�u}�(j5& �$results�j7& K
j8& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj@& }�(j:& }�(j<& K�j=& Kuj>& }�(j<& K�j=& Kuuj ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$results[] = [�j� ]�u}�(j5& �Closure�j7& K j8& }�(j:& }�(j<& Mj=& K uj>& }�(j<& Mj=& KNuuj@& }�(j:& }�(j<& Mj=& K uj>& }�(j<& Mj=& KNuujR& ]�(}�(j5& �$a�j7& K
j8& }�(j:& }�(j<& Mj=& Kuj>& }�(j<& Mj=& K uuj@& }�(j:& }�(j<& Mj=& K uj>& }�(j<& Mj=& K uuj j�( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �8array $a, array $b): int => $b['score'] <=> $a['score'],�j� ]�u}�(j5& �$b�j7& K
j8& }�(j:& }�(j<& Mj=& K!uj>& }�(j<& Mj=& K)uuj@& }�(j:& }�(j<& Mj=& K'uj>& }�(j<& Mj=& K)uuj j�( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j ) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �.array $b): int => $b['score'] <=> $a['score'],�j� ]�uej ji( j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �Cstatic fn (array $a, array $b): int => $b['score'] <=> $a['score'],�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jk( j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X< /**
* @param string $query
* @param ?string $sdk
* @param int $limit
*
* @throws RuntimeException
*
* @return array<array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>}>
*/
public function searchChunks(string $query, ?string $sdk = null, int $limit = 10): array
{
$this->ensureInitialized();
$results = [];
$queryLower = strtolower($query);
foreach ($this->chunks as $chunkId => $chunk) {
if (null !== $sdk && $chunk['sdk'] !== strtolower($sdk)) {
continue;
}
$content = strtolower($chunk['content']);
$score = $this->calculateRelevanceScore($queryLower, $content, $chunk['metadata']);
if (0 < $score) {
$results[] = [
'chunk_id' => $chunkId,
'sdk' => $chunk['sdk'],
'score' => $score,
'preview' => $this->generatePreview($chunk['content'], $query),
'metadata' => $chunk['metadata'],
];
}
}
usort(
$results,
/**
* @param array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>} $a
* @param array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>} $b
*/
static fn (array $a, array $b): int => $b['score'] <=> $a['score'],
);
return array_slice($results, 0, $limit);
}�u}�(j5& �
buildIndex�j7& Kj8& }�(j:& }�(j<& Mj=& Kuj>& }�(j<& M/j=& Kuuj@& }�(j:& }�(j<& Mj=& Kuj>& }�(j<& Mj=& K uujR& ]�(}�(j5& �$sdkData�j7& K
j8& }�(j:& }�(j<& Mj=& K!uj>& }�(j<& Mj=& K)uuj@& }�(j:& }�(j<& Mj=& K!uj>& }�(j<& Mj=& K)uuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j*) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $sdkData) {�j� ]�u}�(j5& � $chunkIds�j7& K
j8& }�(j:& }�(j<& M j=& K uj>& }�(j<& M j=& Kuuj@& }�(j:& }�(j<& M j=& K uj>& }�(j<& M j=& Kuuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j7) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $chunkIds = $sdkData['chunks'];�j� ]�u}�(j5& �$counter�j7& K
j8& }�(j:& }�(j<& M!j=& K uj>& }�(j<& M!j=& Kuuj@& }�(j:& }�(j<& M!j=& K uj>& }�(j<& M!j=& Kuuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jD) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $counter = count($chunkIds);�j� ]�u}�(j5& �$i�j7& K
j8& }�(j:& }�(j<& M#j=& Kuj>& }�(j<& M#j=& Kuuj@& }�(j:& }�(j<& M#j=& Kuj>& }�(j<& M#j=& Kuuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jQ) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $i = 0; $i < $counter; ++$i) {�j� ]�u}�(j5& �
$currentId�j7& K
j8& }�(j:& }�(j<& M$j=& Kuj>& }�(j<& M$j=& Kuuj@& }�(j:& }�(j<& M$j=& Kuj>& }�(j<& M$j=& Kuuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j^) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$currentId = $chunkIds[$i];�j� ]�u}�(j5& �
$currentId�j7& K
j8& }�(j:& }�(j<& M'j=& K"uj>& }�(j<& M'j=& K,uuj@& }�(j:& }�(j<& M'j=& K"uj>& }�(j<& M'j=& K,uuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jk) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �.$currentId]['prev_chunk'] = $chunkIds[$i - 1];�j� ]�u}�(j5& �
$currentId�j7& K
j8& }�(j:& }�(j<& M+j=& K"uj>& }�(j<& M+j=& K,uuj@& }�(j:& }�(j<& M+j=& K"uj>& }�(j<& M+j=& K,uuj j ) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jx) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �.$currentId]['next_chunk'] = $chunkIds[$i + 1];�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j!) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X( private function buildIndex(): void
{
// Build navigation links between chunks for each SDK
foreach ($this->index as $sdkData) {
if (! isset($sdkData['chunks'])) {
continue;
}
if ([] === $sdkData['chunks']) {
continue;
}
$chunkIds = $sdkData['chunks'];
$counter = count($chunkIds);
for ($i = 0; $i < $counter; ++$i) {
$currentId = $chunkIds[$i];
if (0 < $i) {
$this->chunks[$currentId]['prev_chunk'] = $chunkIds[$i - 1];
}
if ($i < count($chunkIds) - 1) {
$this->chunks[$currentId]['next_chunk'] = $chunkIds[$i + 1];
}
}
}
}�u}�(j5& �calculateRelevanceScore�j7& Kj8& }�(j:& }�(j<& M1j=& Kuj>& }�(j<& MVj=& Kuuj@& }�(j:& }�(j<& M6j=& Kuj>& }�(j<& M6j=& K,uujR& ]�(}�(j5& �$query�j7& K
j8& }�(j:& }�(j<& M6j=& K-uj>& }�(j<& M6j=& K:uuj@& }�(j:& }�(j<& M6j=& K4uj>& }�(j<& M6j=& K:uuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �7string $query, string $content, array $metadata): float�j� ]�u}�(j5& �$content�j7& K
j8& }�(j:& }�(j<& M6j=& K<uj>& }�(j<& M6j=& KKuuj@& }�(j:& }�(j<& M6j=& KCuj>& }�(j<& M6j=& KKuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �(string $content, array $metadata): float�j� ]�u}�(j5& � $metadata�j7& K
j8& }�(j:& }�(j<& M6j=& KMuj>& }�(j<& M6j=& K\uuj@& }�(j:& }�(j<& M6j=& KSuj>& }�(j<& M6j=& K\uuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �array $metadata): float�j� ]�u}�(j5& �$score�j7& K
j8& }�(j:& }�(j<& M8j=& Kuj>& }�(j<& M8j=& Kuuj@& }�(j:& }�(j<& M8j=& Kuj>& }�(j<& M8j=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �
$score = 0.0;�j� ]�u}�(j5& � $queryTerms�j7& K
j8& }�(j:& }�(j<& M9j=& Kuj>& }�(j<& M9j=& Kuuj@& }�(j:& }�(j<& M9j=& Kuj>& }�(j<& M9j=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �#$queryTerms = explode(' ', $query);�j� ]�u}�(j5& �
$queryTerm�j7& K
j8& }�(j:& }�(j<& M;j=& K uj>& }�(j<& M;j=& K*uuj@& }�(j:& }�(j<& M;j=& K uj>& }�(j<& M;j=& K*uuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �
$queryTerm) {�j� ]�u}�(j5& �
$termCount�j7& K
j8& }�(j:& }�(j<& M<j=& K uj>& }�(j<& M<j=& Kuuj@& }�(j:& }�(j<& M<j=& K uj>& }�(j<& M<j=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �0$termCount = substr_count($content, $queryTerm);�j� ]�u}�(j5& �$class�j7& K
j8& }�(j:& }�(j<& M@j=& K uj>& }�(j<& M@j=& Kuuj@& }�(j:& }�(j<& M@j=& K uj>& }�(j<& M@j=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �$$class = $metadata['class'] ?? null;�j� ]�u}�(j5& �$method�j7& K
j8& }�(j:& }�(j<& MGj=& K uj>& }�(j<& MGj=& Kuuj@& }�(j:& }�(j<& MGj=& K uj>& }�(j<& MGj=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �&$method = $metadata['method'] ?? null;�j� ]�u}�(j5& �$section�j7& K
j8& }�(j:& }�(j<& MNj=& K uj>& }�(j<& MNj=& Kuuj@& }�(j:& }�(j<& MNj=& K uj>& }�(j<& MNj=& Kuuj j�) j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j* j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �($section = $metadata['section'] ?? null;�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�) j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� /**
* @param array<mixed> $metadata
* @param string $query
* @param string $content
*/
private function calculateRelevanceScore(string $query, string $content, array $metadata): float
{
$score = 0.0;
$queryTerms = explode(' ', $query);
foreach ($queryTerms as $queryTerm) {
$termCount = substr_count($content, $queryTerm);
$score += (float) $termCount * 1.0;
/** @var mixed $class */
$class = $metadata['class'] ?? null;
if (null !== $class && is_string($class) && false !== stripos($class, $queryTerm)) {
$score += 5.0;
}
/** @var mixed $method */
$method = $metadata['method'] ?? null;
if (null !== $method && is_string($method) && false !== stripos($method, $queryTerm)) {
$score += 3.0;
}
/** @var mixed $section */
$section = $metadata['section'] ?? null;
if (null !== $section && is_string($section) && false !== stripos($section, $queryTerm)) {
$score += 2.0;
}
}
return $score;
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$chunkId] = [�j� ]�u}�(j5& �$sdk�j7& K
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j8& }�(j:& }�(j<& Mj=& K uj>& }�(j<& Mj=& K!uuj@& }�(j:& }�(j<& Mj=& K uj>& }�(j<& Mj=& K!uuj j* j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�* j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �D$sdk]['classes'][$class]['methods'][$method]['chunk_id'] = $chunkId;�j� ]�u}�(j5& �$class�j7& K
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j8& }�(j:& }�(j<& Mj=& KAuj>& }�(j<& Mj=& KHuuj@& }�(j:& }�(j<& Mj=& KAuj>& }�(j<& Mj=& KHuuj j* j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�* j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $method]['chunk_id'] = $chunkId;�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j* j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X /**
* @param array<string> $lines
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*/
private function createChunk(string $sdk, array $lines, ?string $section, ?string $class, ?string $method): void
{
$content = implode("\n", $lines);
$chunkId = $sdk . '_chunk_' . str_pad((string) count($this->chunks), 6, '0', STR_PAD_LEFT);
$metadata = [
'section' => $section,
'class' => $class,
'method' => $method,
'line_count' => count($lines),
'size_bytes' => strlen($content),
];
$this->chunks[$chunkId] = [
'id' => $chunkId,
'sdk' => $sdk,
'content' => $content,
'metadata' => $metadata,
];
$this->index[$sdk]['chunks'][] = $chunkId;
if (null !== $section && isset($this->index[$sdk]['sections'][$section])) {
$this->index[$sdk]['sections'][$section]['chunks'][] = $chunkId;
}
if (null !== $class && isset($this->index[$sdk]['classes'][$class])) {
if (null === $this->index[$sdk]['classes'][$class]['chunk_id']) {
$this->index[$sdk]['classes'][$class]['chunk_id'] = $chunkId;
}
if (null !== $method && isset($this->index[$sdk]['classes'][$class]['methods'][$method])) {
$this->index[$sdk]['classes'][$class]['methods'][$method]['chunk_id'] = $chunkId;
}
}
}�u}�(j5& �ensureInitialized�j7& Kj8& }�(j:& }�(j<& M�j=& Kuj>& }�(j<& M�j=& Kuuj@& }�(j:& }�(j<& M�j=& Kuj>& }�(j<& M�j=& K&uuj jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j+ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� ��/**
* @throws RuntimeException
*/
private function ensureInitialized(): void
{
if (! $this->initialized) {
$this->initialize();
}
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{
if (1 === preg_match('/\/([^\/]+)\.(php|go|py|java|cs|js|ts)$/', $sourceFile, $matches)) {
// When preg_match returns 1, capturing groups are guaranteed to be set
/** @var array{0: non-falsy-string, 1: non-empty-string, 2: non-empty-string} $matches */
return $matches[1];
}
return null;
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j8& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& Kuuj@& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& Kuuj j'+ j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j�+ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �#$preview = '...' . ltrim($preview);�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j)+ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X� private function generatePreview(string $content, string $query, int $previewLength = 200): string
{
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if (false === $position) {
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foreach ($queryTerms as $queryTerm) {
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if (false !== $position) {
break;
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}
}
if (false === $position) {
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$buffer = [];
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$currentSection = trim($currentSection);
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}
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$this->index[$key]['sections'][$currentSection] = [
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'chunks' => [],
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}
$buffer[] = $line;
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j8& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& Kuuj@& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& Kuuj j/ j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j5/ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� � $filename = basename($file);�j� ]�u}�(j5& �$sdkName�j7& K
j8& }�(j:& }�(j<& M�j=& Kuj>& }�(j<& M�j=& Kuuj@& }�(j:& }�(j<& M�j=& Kuj>& }�(j<& M�j=& Kuuj j/ j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jB/ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �#$sdkName = strtolower($matches[1]);�j� ]�u}�(j5& �$sdkName�j7& K
j8& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& K%uuj@& }�(j:& }�(j<& M�j=& K uj>& }�(j<& M�j=& K%uuj j/ j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jO/ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� �
$sdkName] = [�j� ]�uej jJ& j� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� j/ j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� Xo /**
* @throws RuntimeException
*/
private function scanDocumentationFiles(): void
{
if (! is_dir(self::DOCS_PATH)) {
throw new RuntimeException('Documentation directory not found: ' . self::DOCS_PATH);
}
$files = glob(self::DOCS_PATH . '/*.md');
if (false === $files) {
throw new RuntimeException('Failed to scan documentation directory');
}
foreach ($files as $file) {
$filename = basename($file);
if (1 === preg_match('/^([A-Z]+)_SDK\.md$/', $filename, $matches)) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$sdkName = strtolower($matches[1]);
$this->sdkList[] = $sdkName;
$this->index[$sdkName] = [
'name' => $matches[1] . ' SDK',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseDocumentationFile($file, $sdkName);
} elseif ('AUTHORING_OPENFGA_MODELS.md' === $filename) {
$this->index['authoring'] = [
'name' => 'Model Authoring Guide',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseGeneralDocumentation($file, 'authoring');
} elseif ('OPENFGA_DOCS.md' === $filename) {
$this->index['general'] = [
'name' => 'OpenFGA Documentation',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseGeneralDocumentation($file, 'general');
}
}
}�uej� }�(j� �Zfile:///Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jL& j� �S/Users/evan/Developer/evansims/openfga-mcp/src/Documentation/DocumentationIndex.php�j� jG& uj� X�[ final class DocumentationIndex
{
private const int CHUNK_SIZE_LIMIT = 5000;
private const string DOCS_PATH = __DIR__ . '/../../docs';
/**
* @var array<string, array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}>
*/
private array $chunks = [];
/**
* @var array<string, array{name: string, file: string, sections: array<string, array{line_start: int, chunks: array<string>}>, classes: array<string, array{namespace: string|null, methods: array<string, array{signature: string|null, parameters: array<mixed>, returns: string|null, chunk_id: string|null}>, chunk_id: string|null}>, chunks: array<string>, source: string|null, generated: string|null}>
*/
private array $index = [];
private bool $initialized = false;
/**
* @var array<string>
*/
private array $sdkList = [];
/**
* @param string $chunkId
*
* @throws RuntimeException
*
* @return array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}|null
*/
public function getChunk(string $chunkId): ?array
{
$this->ensureInitialized();
return $this->chunks[$chunkId] ?? null;
}
/**
* Get a specific chunk by its ID.
*
* @param string $chunkId
* @return array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}|null
*/
public function getChunkById(string $chunkId): ?array
{
return $this->chunks[$chunkId] ?? null;
}
/**
* @param string $sdk
* @param string $section
*
* @throws RuntimeException
*
* @return array<array{id: string, sdk: string, content: string, metadata: array{section: string|null, class: string|null, method: string|null, line_count: int, size_bytes: int}, prev_chunk?: string, next_chunk?: string}>
*/
public function getChunksBySection(string $sdk, string $section): array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey]['sections'][$section])) {
return [];
}
$sectionData = $this->index[$sdkKey]['sections'][$section] ?? null;
if (null === $sectionData) {
return [];
}
$chunkIds = $sectionData['chunks'];
$chunks = [];
foreach ($chunkIds as $chunkId) {
if (isset($this->chunks[$chunkId])) {
$chunks[] = $this->chunks[$chunkId];
}
}
return $chunks;
}
/**
* @param string $sdk
* @param string $className
*
* @throws RuntimeException
*
* @return array{class: string, sdk: string, namespace: string|null, methods: array<string, array{signature: string|null, parameters: array<mixed>, returns: string|null, chunk_id: string|null}>, content: string, metadata: array<mixed>}|null
*/
public function getClassDocumentation(string $sdk, string $className): ?array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey]['classes'][$className])) {
return null;
}
$classInfo = $this->index[$sdkKey]['classes'][$className];
$chunkId = $classInfo['chunk_id'];
if (null === $chunkId || ! isset($this->chunks[$chunkId])) {
return null;
}
$chunk = $this->chunks[$chunkId];
return [
'class' => $className,
'sdk' => $sdkKey,
'namespace' => $classInfo['namespace'],
'methods' => $classInfo['methods'],
'content' => $chunk['content'],
'metadata' => $chunk['metadata'],
];
}
/**
* @param string $sdk
* @param string $className
* @param string $methodName
*
* @throws RuntimeException
*
* @return array{method: string, class: string, sdk: string, signature: string|null, parameters: array<mixed>, returns: string|null, content: string}|null
*/
public function getMethodDocumentation(string $sdk, string $className, string $methodName): ?array
{
$this->ensureInitialized();
$classDoc = $this->getClassDocumentation($sdk, $className);
if (null === $classDoc || ! isset($classDoc['methods'][$methodName])) {
return null;
}
$methodInfo = $classDoc['methods'][$methodName];
$chunkId = $methodInfo['chunk_id'];
if (null === $chunkId || ! isset($this->chunks[$chunkId])) {
return null;
}
$chunk = $this->chunks[$chunkId];
return [
'method' => $methodName,
'class' => $className,
'sdk' => $sdk,
'signature' => $methodInfo['signature'],
'parameters' => $methodInfo['parameters'],
'returns' => $methodInfo['returns'],
'content' => $chunk['content'],
];
}
/**
* @throws RuntimeException
*
* @return array<string>
*/
public function getSdkList(): array
{
$this->ensureInitialized();
return $this->sdkList;
}
/**
* @param string $sdk
*
* @throws RuntimeException
*
* @return array{sdk: string, name: string, file: string, sections: array<string>, classes: array<string>, total_chunks: int, source: string|null, generated: string|null}|null
*/
public function getSdkOverview(string $sdk): ?array
{
$this->ensureInitialized();
$sdkKey = strtolower($sdk);
if (! isset($this->index[$sdkKey])) {
return null;
}
$sdkData = $this->index[$sdkKey];
return [
'sdk' => $sdkKey,
'name' => $sdkData['name'],
'file' => $sdkData['file'],
'sections' => array_keys($sdkData['sections'] ?? []),
'classes' => array_keys($sdkData['classes'] ?? []),
'total_chunks' => count($sdkData['chunks'] ?? []),
'source' => $sdkData['source'] ?? null,
'generated' => $sdkData['generated'] ?? null,
];
}
/**
* @throws RuntimeException
*/
public function initialize(): void
{
if ($this->initialized) {
return;
}
$this->scanDocumentationFiles();
$this->buildIndex();
$this->initialized = true;
}
public function isInitialized(): bool
{
return $this->initialized;
}
/**
* @param string $query
* @param ?string $sdk
* @param int $limit
*
* @throws RuntimeException
*
* @return array<array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>}>
*/
public function searchChunks(string $query, ?string $sdk = null, int $limit = 10): array
{
$this->ensureInitialized();
$results = [];
$queryLower = strtolower($query);
foreach ($this->chunks as $chunkId => $chunk) {
if (null !== $sdk && $chunk['sdk'] !== strtolower($sdk)) {
continue;
}
$content = strtolower($chunk['content']);
$score = $this->calculateRelevanceScore($queryLower, $content, $chunk['metadata']);
if (0 < $score) {
$results[] = [
'chunk_id' => $chunkId,
'sdk' => $chunk['sdk'],
'score' => $score,
'preview' => $this->generatePreview($chunk['content'], $query),
'metadata' => $chunk['metadata'],
];
}
}
usort(
$results,
/**
* @param array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>} $a
* @param array{chunk_id: string, sdk: string, score: float, preview: string, metadata: array<mixed>} $b
*/
static fn (array $a, array $b): int => $b['score'] <=> $a['score'],
);
return array_slice($results, 0, $limit);
}
private function buildIndex(): void
{
// Build navigation links between chunks for each SDK
foreach ($this->index as $sdkData) {
if (! isset($sdkData['chunks'])) {
continue;
}
if ([] === $sdkData['chunks']) {
continue;
}
$chunkIds = $sdkData['chunks'];
$counter = count($chunkIds);
for ($i = 0; $i < $counter; ++$i) {
$currentId = $chunkIds[$i];
if (0 < $i) {
$this->chunks[$currentId]['prev_chunk'] = $chunkIds[$i - 1];
}
if ($i < count($chunkIds) - 1) {
$this->chunks[$currentId]['next_chunk'] = $chunkIds[$i + 1];
}
}
}
}
/**
* @param array<mixed> $metadata
* @param string $query
* @param string $content
*/
private function calculateRelevanceScore(string $query, string $content, array $metadata): float
{
$score = 0.0;
$queryTerms = explode(' ', $query);
foreach ($queryTerms as $queryTerm) {
$termCount = substr_count($content, $queryTerm);
$score += (float) $termCount * 1.0;
/** @var mixed $class */
$class = $metadata['class'] ?? null;
if (null !== $class && is_string($class) && false !== stripos($class, $queryTerm)) {
$score += 5.0;
}
/** @var mixed $method */
$method = $metadata['method'] ?? null;
if (null !== $method && is_string($method) && false !== stripos($method, $queryTerm)) {
$score += 3.0;
}
/** @var mixed $section */
$section = $metadata['section'] ?? null;
if (null !== $section && is_string($section) && false !== stripos($section, $queryTerm)) {
$score += 2.0;
}
}
return $score;
}
/**
* @param array<string> $lines
* @param string $sdk
* @param ?string $section
* @param ?string $class
* @param ?string $method
*/
private function createChunk(string $sdk, array $lines, ?string $section, ?string $class, ?string $method): void
{
$content = implode("\n", $lines);
$chunkId = $sdk . '_chunk_' . str_pad((string) count($this->chunks), 6, '0', STR_PAD_LEFT);
$metadata = [
'section' => $section,
'class' => $class,
'method' => $method,
'line_count' => count($lines),
'size_bytes' => strlen($content),
];
$this->chunks[$chunkId] = [
'id' => $chunkId,
'sdk' => $sdk,
'content' => $content,
'metadata' => $metadata,
];
$this->index[$sdk]['chunks'][] = $chunkId;
if (null !== $section && isset($this->index[$sdk]['sections'][$section])) {
$this->index[$sdk]['sections'][$section]['chunks'][] = $chunkId;
}
if (null !== $class && isset($this->index[$sdk]['classes'][$class])) {
if (null === $this->index[$sdk]['classes'][$class]['chunk_id']) {
$this->index[$sdk]['classes'][$class]['chunk_id'] = $chunkId;
}
if (null !== $method && isset($this->index[$sdk]['classes'][$class]['methods'][$method])) {
$this->index[$sdk]['classes'][$class]['methods'][$method]['chunk_id'] = $chunkId;
}
}
}
/**
* @throws RuntimeException
*/
private function ensureInitialized(): void
{
if (! $this->initialized) {
$this->initialize();
}
}
private function extractClassNameFromSource(string $sourceFile): ?string
{
if (1 === preg_match('/\/([^\/]+)\.(php|go|py|java|cs|js|ts)$/', $sourceFile, $matches)) {
// When preg_match returns 1, capturing groups are guaranteed to be set
/** @var array{0: non-falsy-string, 1: non-empty-string, 2: non-empty-string} $matches */
return $matches[1];
}
return null;
}
private function generatePreview(string $content, string $query, int $previewLength = 200): string
{
$queryLower = strtolower($query);
$contentLower = strtolower($content);
$position = strpos($contentLower, $queryLower);
if (false === $position) {
$queryTerms = explode(' ', $queryLower);
foreach ($queryTerms as $queryTerm) {
$position = strpos($contentLower, $queryTerm);
if (false !== $position) {
break;
}
}
}
if (false === $position) {
$position = 0;
}
$start = max(0, $position - 50);
$end = min(strlen($content), $position + $previewLength);
$preview = substr($content, $start, $end - $start);
if (0 < $start) {
$preview = '...' . ltrim($preview);
}
if ($end < strlen($content)) {
return rtrim($preview) . '...';
}
return $preview;
}
private function parseDocumentationFile(string $file, string $sdk): void
{
$content = file_get_contents($file);
if (false === $content) {
return;
}
$lines = explode("\n", $content);
$currentSection = null;
$currentClass = null;
$currentMethod = null;
$buffer = [];
$lineNumber = 0;
$inSourceBlock = false;
foreach ($lines as $line) {
++$lineNumber;
if (1 === preg_match('/^> Compiled from: (.+)$/', $line, $matches)) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$this->index[$sdk]['source'] = trim($matches[1]);
}
if (1 === preg_match('/^> Generated: (.+)$/', $line, $matches)) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$this->index[$sdk]['generated'] = trim($matches[1]);
}
if (1 === preg_match('/^<!-- Source: (.+) -->$/', $line, $matches)) {
if ([] !== $buffer) {
$this->createChunk($sdk, $buffer, $currentSection, $currentClass, $currentMethod);
$buffer = [];
}
$inSourceBlock = true;
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$currentClass = $this->extractClassNameFromSource(trim($matches[1]));
continue;
}
if (1 === preg_match('/^<!-- End of .+ -->$/', $line)) {
if ([] !== $buffer) {
$this->createChunk($sdk, $buffer, $currentSection, $currentClass, $currentMethod);
$buffer = [];
}
$inSourceBlock = false;
$currentClass = null;
$currentMethod = null;
continue;
}
if (1 === preg_match('/^## (.+)$/', $line, $matches)) {
if ([] !== $buffer) {
$this->createChunk($sdk, $buffer, $currentSection, $currentClass, $currentMethod);
$buffer = [];
}
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$currentSection = trim($matches[1]);
if (! isset($this->index[$sdk]['sections'][$currentSection])) {
$this->index[$sdk]['sections'][$currentSection] = [
'line_start' => $lineNumber,
'chunks' => [],
];
}
}
if (1 === preg_match('/^### (.+)$/', $line, $matches) && $inSourceBlock) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$currentClass = trim($matches[1]);
if (! isset($this->index[$sdk]['classes'][$currentClass])) {
$this->index[$sdk]['classes'][$currentClass] = [
'namespace' => null,
'methods' => [],
'chunk_id' => null,
];
}
}
if (null !== $currentClass && 1 === preg_match('/^##### (.+)$/', $line, $matches)) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$currentMethod = trim($matches[1]);
if (! isset($this->index[$sdk]['classes'][$currentClass]['methods'][$currentMethod])) {
$this->index[$sdk]['classes'][$currentClass]['methods'][$currentMethod] = [
'signature' => null,
'parameters' => [],
'returns' => null,
'chunk_id' => null,
];
}
}
$buffer[] = $line;
if (self::CHUNK_SIZE_LIMIT <= count($buffer)) {
$this->createChunk($sdk, $buffer, $currentSection, $currentClass, $currentMethod);
$buffer = [];
}
}
if ([] !== $buffer) {
$this->createChunk($sdk, $buffer, $currentSection, $currentClass, $currentMethod);
}
}
private function parseGeneralDocumentation(string $file, string $key): void
{
$content = file_get_contents($file);
if (false === $content) {
return;
}
$lines = explode("\n", $content);
$currentSection = null;
$buffer = [];
$lineNumber = 0;
foreach ($lines as $line) {
++$lineNumber;
// Match both ## and ### headers for sections (but not #### or deeper)
if (1 === preg_match('/^(##|###) (.+)$/', $line, $matches)) {
if ([] !== $buffer) {
$this->createChunk($key, $buffer, $currentSection, null, null);
$buffer = [];
}
/** @var array{0: non-falsy-string, 1: '###'|'##', 2: non-empty-string} $matches */
$currentSection = trim($matches[2]);
// Handle JSX components more carefully
// Replace <ProductName .../> with "OpenFGA"
$cleaned = preg_replace('/<ProductName[^>]*\/>/', 'OpenFGA', $currentSection);
$currentSection = $cleaned ?? $currentSection;
// Clean up any remaining markdown/JSX formatting
$currentSection = strip_tags($currentSection);
// Remove JSX attributes like format={...}
$cleaned = preg_replace('/\s*\{[^}]*\}\s*/', ' ', $currentSection);
$currentSection = $cleaned ?? $currentSection;
// Clean up any remaining < or > characters
$currentSection = str_replace(['<', '>'], '', $currentSection);
// Clean up multiple spaces
$cleaned = preg_replace('/\s+/', ' ', $currentSection);
$currentSection = $cleaned ?? $currentSection;
$currentSection = trim($currentSection);
// If section name is empty after cleaning, use the original with basic cleanup
if ('' === trim($currentSection)) {
$currentSection = trim($matches[2]);
// Just remove the most problematic characters
$currentSection = str_replace(['<', '>', '{', '}', '/'], '', $currentSection);
$currentSection = trim($currentSection);
// If still empty, use a placeholder
if ('' === trim($currentSection)) {
$currentSection = 'Section ' . $lineNumber;
}
}
if (! isset($this->index[$key]['sections'][$currentSection])) {
$this->index[$key]['sections'][$currentSection] = [
'line_start' => $lineNumber,
'chunks' => [],
];
}
}
$buffer[] = $line;
if (self::CHUNK_SIZE_LIMIT <= count($buffer)) {
$this->createChunk($key, $buffer, $currentSection, null, null);
$buffer = [];
}
}
if ([] !== $buffer) {
$this->createChunk($key, $buffer, $currentSection, null, null);
}
}
/**
* @throws RuntimeException
*/
private function scanDocumentationFiles(): void
{
if (! is_dir(self::DOCS_PATH)) {
throw new RuntimeException('Documentation directory not found: ' . self::DOCS_PATH);
}
$files = glob(self::DOCS_PATH . '/*.md');
if (false === $files) {
throw new RuntimeException('Failed to scan documentation directory');
}
foreach ($files as $file) {
$filename = basename($file);
if (1 === preg_match('/^([A-Z]+)_SDK\.md$/', $filename, $matches)) {
/** @var array{0: non-falsy-string, 1: non-empty-string} $matches */
$sdkName = strtolower($matches[1]);
$this->sdkList[] = $sdkName;
$this->index[$sdkName] = [
'name' => $matches[1] . ' SDK',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseDocumentationFile($file, $sdkName);
} elseif ('AUTHORING_OPENFGA_MODELS.md' === $filename) {
$this->index['authoring'] = [
'name' => 'Model Authoring Guide',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseGeneralDocumentation($file, 'authoring');
} elseif ('OPENFGA_DOCS.md' === $filename) {
$this->index['general'] = [
'name' => 'OpenFGA Documentation',
'file' => $file,
'sections' => [],
'classes' => [],
'chunks' => [],
'source' => null,
'generated' => null,
];
$this->parseGeneralDocumentation($file, 'general');
}
}
}
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