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Stream.php
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260 lines (217 loc) · 7.84 KB
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<?php
declare(strict_types=1);
namespace Prism\Prism\Providers\OpenAI\Handlers;
use Generator;
use Illuminate\Http\Client\PendingRequest;
use Illuminate\Http\Client\RequestException;
use Illuminate\Http\Client\Response;
use Illuminate\Support\Arr;
use Illuminate\Support\Str;
use Prism\Prism\Concerns\CallsTools;
use Prism\Prism\Enums\ChunkType;
use Prism\Prism\Enums\FinishReason;
use Prism\Prism\Exceptions\PrismChunkDecodeException;
use Prism\Prism\Exceptions\PrismException;
use Prism\Prism\Exceptions\PrismRateLimitedException;
use Prism\Prism\Providers\OpenAI\Concerns\ProcessesRateLimits;
use Prism\Prism\Providers\OpenAI\Maps\ChatMessageMap;
use Prism\Prism\Providers\OpenAI\Maps\ChatToolChoiceMap;
use Prism\Prism\Providers\OpenAI\Maps\ChatToolMap;
use Prism\Prism\Providers\OpenAI\Maps\FinishReasonMap;
use Prism\Prism\Text\Chunk;
use Prism\Prism\Text\Request;
use Prism\Prism\ValueObjects\Messages\AssistantMessage;
use Prism\Prism\ValueObjects\Messages\ToolResultMessage;
use Prism\Prism\ValueObjects\ToolCall;
use Psr\Http\Message\StreamInterface;
use Throwable;
class Stream
{
use CallsTools, ProcessesRateLimits;
public function __construct(protected PendingRequest $client) {}
/**
* @return Generator<Chunk>
*/
public function handle(Request $request): Generator
{
$response = $this->sendRequest($request);
yield from $this->processStream($response, $request);
}
/**
* @return Generator<Chunk>
*/
protected function processStream(Response $response, Request $request, int $depth = 0): Generator
{
// Prevent infinite recursion with tool calls
if ($depth >= $request->maxSteps()) {
throw new PrismException('Maximum tool call chain depth exceeded');
}
$text = '';
$toolCalls = [];
while (! $response->getBody()->eof()) {
$data = $this->parseNextDataLine($response->getBody());
// Skip empty data or DONE markers
if ($data === null) {
continue;
}
// Process tool calls
if ($this->hasToolCalls($data)) {
$toolCalls = $this->extractToolCalls($data, $toolCalls);
continue;
}
// Handle tool call completion
if ($this->mapFinishReason($data) === FinishReason::ToolCalls) {
yield from $this->handleToolCalls($request, $text, $toolCalls, $depth);
return;
}
// Process regular content
$content = data_get($data, 'choices.0.delta.content', '') ?? '';
$text .= $content;
$finishReason = $this->mapFinishReason($data);
yield new Chunk(
text: $content,
finishReason: $finishReason !== FinishReason::Unknown ? $finishReason : null
);
}
}
/**
* @return array<string, mixed>|null Parsed JSON data or null if line should be skipped
*/
protected function parseNextDataLine(StreamInterface $stream): ?array
{
$line = $this->readLine($stream);
if (! str_starts_with($line, 'data:')) {
return null;
}
$line = trim(substr($line, strlen('data: ')));
if (Str::contains($line, 'DONE')) {
return null;
}
try {
return json_decode($line, true, flags: JSON_THROW_ON_ERROR);
} catch (Throwable $e) {
throw new PrismChunkDecodeException('OpenAI', $e);
}
}
/**
* @param array<string, mixed> $data
* @param array<int, array<string, mixed>> $toolCalls
* @return array<int, array<string, mixed>>
*/
protected function extractToolCalls(array $data, array $toolCalls): array
{
foreach (data_get($data, 'choices.0.delta.tool_calls', []) as $index => $toolCall) {
if ($name = data_get($toolCall, 'function.name')) {
$toolCalls[$index]['name'] = $name;
$toolCalls[$index]['arguments'] = '';
$toolCalls[$index]['id'] = data_get($toolCall, 'id');
}
$arguments = data_get($toolCall, 'function.arguments');
if (! is_null($arguments)) {
$toolCalls[$index]['arguments'] .= $arguments;
}
}
return $toolCalls;
}
/**
* @param array<int, array<string, mixed>> $toolCalls
* @return Generator<Chunk>
*/
protected function handleToolCalls(
Request $request,
string $text,
array $toolCalls,
int $depth
): Generator {
$toolCalls = $this->mapToolCalls($toolCalls);
yield new Chunk(
text: '',
toolCalls: $toolCalls,
chunkType: ChunkType::ToolCall,
);
$toolResults = $this->callTools($request->tools(), $toolCalls);
yield new Chunk(
text: '',
toolResults: $toolResults,
chunkType: ChunkType::ToolResult,
);
$request->addMessage(new AssistantMessage($text, $toolCalls));
$request->addMessage(new ToolResultMessage($toolResults));
$nextResponse = $this->sendRequest($request);
yield from $this->processStream($nextResponse, $request, $depth + 1);
}
/**
* Convert raw tool call data to ToolCall objects.
*
* @param array<int, array<string, mixed>> $toolCalls
* @return array<int, ToolCall>
*/
protected function mapToolCalls(array $toolCalls): array
{
return collect($toolCalls)
->map(fn ($toolCall): ToolCall => new ToolCall(
data_get($toolCall, 'id'),
data_get($toolCall, 'name'),
data_get($toolCall, 'arguments'),
))
->toArray();
}
/**
* @param array<string, mixed> $data
*/
protected function hasToolCalls(array $data): bool
{
return (bool) data_get($data, 'choices.0.delta.tool_calls');
}
/**
* @param array<string, mixed> $data
*/
protected function mapFinishReason(array $data): FinishReason
{
return FinishReasonMap::map(data_get($data, 'choices.0.finish_reason') ?? '');
}
protected function sendRequest(Request $request): Response
{
try {
return $this
->client
->withOptions(['stream' => true])
->throw()
->post(
'chat/completions',
array_merge([
'stream' => true,
'model' => $request->model(),
'messages' => (new ChatMessageMap($request->messages(), $request->systemPrompts()))(),
'max_completion_tokens' => $request->maxTokens(),
], Arr::whereNotNull([
'temperature' => $request->temperature(),
'top_p' => $request->topP(),
'metadata' => $request->providerOptions('metadata'),
'tools' => ChatToolMap::map($request->tools()),
'tool_choice' => ChatToolChoiceMap::map($request->toolChoice()),
]))
);
} catch (Throwable $e) {
if ($e instanceof RequestException && $e->response->getStatusCode() === 429) {
throw new PrismRateLimitedException($this->processRateLimits($e->response));
}
throw PrismException::providerRequestError($request->model(), $e);
}
}
protected function readLine(StreamInterface $stream): string
{
$buffer = '';
while (! $stream->eof()) {
$byte = $stream->read(1);
if ($byte === '') {
return $buffer;
}
$buffer .= $byte;
if ($byte === "\n") {
break;
}
}
return $buffer;
}
}