first commit

This commit is contained in:
Beyhan Oğur
2026-04-26 21:52:23 +03:00
commit 880f412e2c
2662 changed files with 866266 additions and 0 deletions

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// Package providers implements various LLM providers and their utility functions.
// This file contains the Parasail provider implementation.
package parasail
import (
"context"
"strings"
"time"
"github.com/maximhq/bifrost/core/providers/openai"
providerUtils "github.com/maximhq/bifrost/core/providers/utils"
schemas "github.com/maximhq/bifrost/core/schemas"
"github.com/valyala/fasthttp"
)
// ParasailProvider implements the Provider interface for Parasail's API.
type ParasailProvider struct {
logger schemas.Logger // Logger for provider operations
client *fasthttp.Client // HTTP client for unary API requests (ReadTimeout bounds overall response)
streamingClient *fasthttp.Client // HTTP client for streaming API requests (no ReadTimeout; idle governed by NewIdleTimeoutReader)
networkConfig schemas.NetworkConfig // Network configuration including extra headers
sendBackRawRequest bool // Whether to include raw request in BifrostResponse
sendBackRawResponse bool // Whether to include raw response in BifrostResponse
}
// NewParasailProvider creates a new Parasail provider instance.
// It initializes the HTTP client with the provided configuration and sets up response pools.
// The client is configured with timeouts, concurrency limits, and optional proxy settings.
func NewParasailProvider(config *schemas.ProviderConfig, logger schemas.Logger) (*ParasailProvider, error) {
config.CheckAndSetDefaults()
requestTimeout := time.Second * time.Duration(config.NetworkConfig.DefaultRequestTimeoutInSeconds)
client := &fasthttp.Client{
ReadTimeout: requestTimeout,
WriteTimeout: requestTimeout,
MaxConnsPerHost: config.NetworkConfig.MaxConnsPerHost,
MaxIdleConnDuration: 30 * time.Second,
MaxConnWaitTimeout: requestTimeout,
MaxConnDuration: time.Second * time.Duration(schemas.DefaultMaxConnDurationInSeconds),
ConnPoolStrategy: fasthttp.FIFO,
}
// Configure proxy and retry policy
client = providerUtils.ConfigureProxy(client, config.ProxyConfig, logger)
client = providerUtils.ConfigureDialer(client)
client = providerUtils.ConfigureTLS(client, config.NetworkConfig, logger)
streamingClient := providerUtils.BuildStreamingClient(client)
// Set default BaseURL if not provided
if config.NetworkConfig.BaseURL == "" {
config.NetworkConfig.BaseURL = "https://api.parasail.io"
}
config.NetworkConfig.BaseURL = strings.TrimRight(config.NetworkConfig.BaseURL, "/")
return &ParasailProvider{
logger: logger,
client: client,
streamingClient: streamingClient,
networkConfig: config.NetworkConfig,
sendBackRawRequest: config.SendBackRawRequest,
sendBackRawResponse: config.SendBackRawResponse,
}, nil
}
// GetProviderKey returns the provider identifier for Parasail.
func (provider *ParasailProvider) GetProviderKey() schemas.ModelProvider {
return schemas.Parasail
}
// ListModels performs a list models request to Parasail's API.
func (provider *ParasailProvider) ListModels(ctx *schemas.BifrostContext, keys []schemas.Key, request *schemas.BifrostListModelsRequest) (*schemas.BifrostListModelsResponse, *schemas.BifrostError) {
return openai.HandleOpenAIListModelsRequest(
ctx,
provider.client,
request,
provider.networkConfig.BaseURL+providerUtils.GetPathFromContext(ctx, "/v1/models"),
keys,
provider.networkConfig.ExtraHeaders,
schemas.Parasail,
providerUtils.ShouldSendBackRawRequest(ctx, provider.sendBackRawRequest),
providerUtils.ShouldSendBackRawResponse(ctx, provider.sendBackRawResponse),
)
}
// TextCompletion is not supported by the Parasail provider.
func (provider *ParasailProvider) TextCompletion(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostTextCompletionRequest) (*schemas.BifrostTextCompletionResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.TextCompletionRequest, provider.GetProviderKey())
}
// TextCompletionStream performs a streaming text completion request to Parasail's API.
// It formats the request, sends it to Parasail, and processes the response.
// Returns a channel of BifrostStreamChunk objects or an error if the request fails.
func (provider *ParasailProvider) TextCompletionStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostTextCompletionRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.TextCompletionStreamRequest, provider.GetProviderKey())
}
// ChatCompletion performs a chat completion request to the Parasail API.
func (provider *ParasailProvider) ChatCompletion(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostChatRequest) (*schemas.BifrostChatResponse, *schemas.BifrostError) {
return openai.HandleOpenAIChatCompletionRequest(
ctx,
provider.client,
provider.networkConfig.BaseURL+providerUtils.GetPathFromContext(ctx, "/v1/chat/completions"),
request,
key,
provider.networkConfig.ExtraHeaders,
providerUtils.ShouldSendBackRawRequest(ctx, provider.sendBackRawRequest),
providerUtils.ShouldSendBackRawResponse(ctx, provider.sendBackRawResponse),
provider.GetProviderKey(),
nil,
nil,
provider.logger,
)
}
// ChatCompletionStream performs a streaming chat completion request to the Parasail API.
// It supports real-time streaming of responses using Server-Sent Events (SSE).
// Uses Parasail's OpenAI-compatible streaming format.
// Returns a channel containing BifrostStreamChunk objects representing the stream or an error if the request fails.
func (provider *ParasailProvider) ChatCompletionStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostChatRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
var authHeader map[string]string
if key.Value.GetValue() != "" {
authHeader = map[string]string{"Authorization": "Bearer " + key.Value.GetValue()}
}
// Use shared OpenAI-compatible streaming logic
return openai.HandleOpenAIChatCompletionStreaming(
ctx,
provider.streamingClient,
provider.networkConfig.BaseURL+"/v1/chat/completions",
request,
authHeader,
provider.networkConfig.ExtraHeaders,
providerUtils.ShouldSendBackRawRequest(ctx, provider.sendBackRawRequest),
providerUtils.ShouldSendBackRawResponse(ctx, provider.sendBackRawResponse),
schemas.Parasail,
postHookRunner,
nil,
nil,
nil,
nil,
nil,
provider.logger,
postHookSpanFinalizer,
)
}
// Responses performs a responses request to the Parasail API.
func (provider *ParasailProvider) Responses(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostResponsesRequest) (*schemas.BifrostResponsesResponse, *schemas.BifrostError) {
chatResponse, err := provider.ChatCompletion(ctx, key, request.ToChatRequest())
if err != nil {
return nil, err
}
response := chatResponse.ToBifrostResponsesResponse()
return response, nil
}
// ResponsesStream performs a streaming responses request to the Parasail API.
func (provider *ParasailProvider) ResponsesStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostResponsesRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
ctx.SetValue(schemas.BifrostContextKeyIsResponsesToChatCompletionFallback, true)
return provider.ChatCompletionStream(
ctx,
postHookRunner,
postHookSpanFinalizer,
key,
request.ToChatRequest(),
)
}
// Embedding is not supported by the Parasail provider.
func (provider *ParasailProvider) Embedding(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostEmbeddingRequest) (*schemas.BifrostEmbeddingResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.EmbeddingRequest, provider.GetProviderKey())
}
// Speech is not supported by the Parasail provider.
func (provider *ParasailProvider) Speech(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostSpeechRequest) (*schemas.BifrostSpeechResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.SpeechRequest, provider.GetProviderKey())
}
// SpeechStream is not supported by the Parasail provider.
func (provider *ParasailProvider) SpeechStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostSpeechRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.SpeechStreamRequest, provider.GetProviderKey())
}
// Transcription is not supported by the Parasail provider.
func (provider *ParasailProvider) Transcription(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostTranscriptionRequest) (*schemas.BifrostTranscriptionResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.TranscriptionRequest, provider.GetProviderKey())
}
// TranscriptionStream is not supported by the Parasail provider.
func (provider *ParasailProvider) TranscriptionStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostTranscriptionRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.TranscriptionStreamRequest, provider.GetProviderKey())
}
// Rerank is not supported by the Parasail provider.
func (provider *ParasailProvider) Rerank(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostRerankRequest) (*schemas.BifrostRerankResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.RerankRequest, provider.GetProviderKey())
}
// OCR is not supported by the Parasail provider.
func (provider *ParasailProvider) OCR(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostOCRRequest) (*schemas.BifrostOCRResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.OCRRequest, provider.GetProviderKey())
}
// ImageGeneration is not supported by the Parasail provider.
func (provider *ParasailProvider) ImageGeneration(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostImageGenerationRequest) (*schemas.BifrostImageGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ImageGenerationRequest, provider.GetProviderKey())
}
// ImageGenerationStream is not supported by the Parasail provider.
func (provider *ParasailProvider) ImageGenerationStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostImageGenerationRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ImageGenerationStreamRequest, provider.GetProviderKey())
}
// ImageEdit is not supported by the Parasail provider.
func (provider *ParasailProvider) ImageEdit(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostImageEditRequest) (*schemas.BifrostImageGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ImageEditRequest, provider.GetProviderKey())
}
// ImageEditStream is not supported by the Parasail provider.
func (provider *ParasailProvider) ImageEditStream(ctx *schemas.BifrostContext, postHookRunner schemas.PostHookRunner, postHookSpanFinalizer func(context.Context), key schemas.Key, request *schemas.BifrostImageEditRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ImageEditStreamRequest, provider.GetProviderKey())
}
// ImageVariation is not supported by the Parasail provider.
func (provider *ParasailProvider) ImageVariation(ctx *schemas.BifrostContext, key schemas.Key, request *schemas.BifrostImageVariationRequest) (*schemas.BifrostImageGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ImageVariationRequest, provider.GetProviderKey())
}
// VideoGeneration is not supported by the Parasail provider.
func (provider *ParasailProvider) VideoGeneration(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoGenerationRequest) (*schemas.BifrostVideoGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoGenerationRequest, provider.GetProviderKey())
}
// VideoRetrieve is not supported by the Parasail provider.
func (provider *ParasailProvider) VideoRetrieve(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoRetrieveRequest) (*schemas.BifrostVideoGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoRetrieveRequest, provider.GetProviderKey())
}
// VideoDownload is not supported by the Parasail provider.
func (provider *ParasailProvider) VideoDownload(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoDownloadRequest) (*schemas.BifrostVideoDownloadResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoDownloadRequest, provider.GetProviderKey())
}
// VideoDelete is not supported by Parasail provider.
func (provider *ParasailProvider) VideoDelete(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoDeleteRequest) (*schemas.BifrostVideoDeleteResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoDeleteRequest, provider.GetProviderKey())
}
// VideoList is not supported by Parasail provider.
func (provider *ParasailProvider) VideoList(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoListRequest) (*schemas.BifrostVideoListResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoListRequest, provider.GetProviderKey())
}
// VideoRemix is not supported by Parasail provider.
func (provider *ParasailProvider) VideoRemix(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostVideoRemixRequest) (*schemas.BifrostVideoGenerationResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.VideoRemixRequest, provider.GetProviderKey())
}
// FileUpload is not supported by Parasail provider.
func (provider *ParasailProvider) FileUpload(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostFileUploadRequest) (*schemas.BifrostFileUploadResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.FileUploadRequest, provider.GetProviderKey())
}
// FileList is not supported by Parasail provider.
func (provider *ParasailProvider) FileList(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostFileListRequest) (*schemas.BifrostFileListResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.FileListRequest, provider.GetProviderKey())
}
// FileRetrieve is not supported by Parasail provider.
func (provider *ParasailProvider) FileRetrieve(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostFileRetrieveRequest) (*schemas.BifrostFileRetrieveResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.FileRetrieveRequest, provider.GetProviderKey())
}
// FileDelete is not supported by Parasail provider.
func (provider *ParasailProvider) FileDelete(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostFileDeleteRequest) (*schemas.BifrostFileDeleteResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.FileDeleteRequest, provider.GetProviderKey())
}
// FileContent is not supported by Parasail provider.
func (provider *ParasailProvider) FileContent(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostFileContentRequest) (*schemas.BifrostFileContentResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.FileContentRequest, provider.GetProviderKey())
}
// BatchCreate is not supported by Parasail provider.
func (provider *ParasailProvider) BatchCreate(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostBatchCreateRequest) (*schemas.BifrostBatchCreateResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchCreateRequest, provider.GetProviderKey())
}
// BatchList is not supported by Parasail provider.
func (provider *ParasailProvider) BatchList(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostBatchListRequest) (*schemas.BifrostBatchListResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchListRequest, provider.GetProviderKey())
}
// BatchRetrieve is not supported by Parasail provider.
func (provider *ParasailProvider) BatchRetrieve(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostBatchRetrieveRequest) (*schemas.BifrostBatchRetrieveResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchRetrieveRequest, provider.GetProviderKey())
}
// BatchCancel is not supported by Parasail provider.
func (provider *ParasailProvider) BatchCancel(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostBatchCancelRequest) (*schemas.BifrostBatchCancelResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchCancelRequest, provider.GetProviderKey())
}
// BatchDelete is not supported by Parasail provider.
func (provider *ParasailProvider) BatchDelete(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostBatchDeleteRequest) (*schemas.BifrostBatchDeleteResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchDeleteRequest, provider.GetProviderKey())
}
// BatchResults is not supported by Parasail provider.
func (provider *ParasailProvider) BatchResults(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostBatchResultsRequest) (*schemas.BifrostBatchResultsResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.BatchResultsRequest, provider.GetProviderKey())
}
// CountTokens is not supported by the Parasail provider.
func (provider *ParasailProvider) CountTokens(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostResponsesRequest) (*schemas.BifrostCountTokensResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.CountTokensRequest, provider.GetProviderKey())
}
// ContainerCreate is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerCreate(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostContainerCreateRequest) (*schemas.BifrostContainerCreateResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerCreateRequest, provider.GetProviderKey())
}
// ContainerList is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerList(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerListRequest) (*schemas.BifrostContainerListResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerListRequest, provider.GetProviderKey())
}
// ContainerRetrieve is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerRetrieve(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerRetrieveRequest) (*schemas.BifrostContainerRetrieveResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerRetrieveRequest, provider.GetProviderKey())
}
// ContainerDelete is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerDelete(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerDeleteRequest) (*schemas.BifrostContainerDeleteResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerDeleteRequest, provider.GetProviderKey())
}
// ContainerFileCreate is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerFileCreate(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostContainerFileCreateRequest) (*schemas.BifrostContainerFileCreateResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerFileCreateRequest, provider.GetProviderKey())
}
// ContainerFileList is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerFileList(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerFileListRequest) (*schemas.BifrostContainerFileListResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerFileListRequest, provider.GetProviderKey())
}
// ContainerFileRetrieve is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerFileRetrieve(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerFileRetrieveRequest) (*schemas.BifrostContainerFileRetrieveResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerFileRetrieveRequest, provider.GetProviderKey())
}
// ContainerFileContent is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerFileContent(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerFileContentRequest) (*schemas.BifrostContainerFileContentResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerFileContentRequest, provider.GetProviderKey())
}
// ContainerFileDelete is not supported by the Parasail provider.
func (provider *ParasailProvider) ContainerFileDelete(_ *schemas.BifrostContext, _ []schemas.Key, _ *schemas.BifrostContainerFileDeleteRequest) (*schemas.BifrostContainerFileDeleteResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.ContainerFileDeleteRequest, provider.GetProviderKey())
}
// Passthrough is not supported by the Parasail provider.
func (provider *ParasailProvider) Passthrough(_ *schemas.BifrostContext, _ schemas.Key, _ *schemas.BifrostPassthroughRequest) (*schemas.BifrostPassthroughResponse, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.PassthroughRequest, provider.GetProviderKey())
}
// PassthroughStream is not supported by the Parasail provider.
func (provider *ParasailProvider) PassthroughStream(_ *schemas.BifrostContext, _ schemas.PostHookRunner, _ func(context.Context), _ schemas.Key, _ *schemas.BifrostPassthroughRequest) (chan *schemas.BifrostStreamChunk, *schemas.BifrostError) {
return nil, providerUtils.NewUnsupportedOperationError(schemas.PassthroughStreamRequest, provider.GetProviderKey())
}

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package parasail_test
import (
"os"
"strings"
"testing"
"github.com/maximhq/bifrost/core/internal/llmtests"
"github.com/maximhq/bifrost/core/schemas"
)
func TestParasail(t *testing.T) {
t.Parallel()
if strings.TrimSpace(os.Getenv("PARASAIL_API_KEY")) == "" {
t.Skip("Skipping Parasail tests because PARASAIL_API_KEY is not set")
}
client, ctx, cancel, err := llmtests.SetupTest()
if err != nil {
t.Fatalf("Error initializing test setup: %v", err)
}
defer cancel()
defer client.Shutdown()
testConfig := llmtests.ComprehensiveTestConfig{
Provider: schemas.Parasail,
ChatModel: "parasail-llama-33-70b-fp8",
TextModel: "", // Parasail doesn't support text completion
EmbeddingModel: "", // Parasail doesn't support embedding
Scenarios: llmtests.TestScenarios{
TextCompletion: false, // Not supported
SimpleChat: true,
CompletionStream: true,
MultiTurnConversation: true,
ToolCalls: true,
ToolCallsStreaming: true,
MultipleToolCalls: false, // Not supported yet
End2EndToolCalling: true,
AutomaticFunctionCall: true,
ImageURL: false, // Not supported yet
ImageBase64: false, // Not supported yet
MultipleImages: false, // Not supported yet
CompleteEnd2End: true,
Embedding: false, // Not supported yet
ListModels: true,
},
}
t.Run("ParasailTests", func(t *testing.T) {
llmtests.RunAllComprehensiveTests(t, client, ctx, testConfig)
})
}