pollinations

package
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 Go to latest Published: Feb 8, 2026 License: Apache-2.0 Imports: 24 Imported by: 0

Documentation

Overview

Package pollinations implements a client for the Pollinations API.

It is described at https://github.com/pollinations/pollinations/blob/master/APIDOCS.md

Index

Examples

Constants

This section is empty.

Variables

This section is empty.

Functions

func ProcessStream 

func ProcessStream(chunks iter.Seq[ChatStreamChunkResponse]) (iter.Seq[genai.Reply], func() (genai.Usage, [][]genai.Logprob, error))

ProcessStream converts the raw packets from the streaming API into Reply fragments.

func Scoreboard 

func Scoreboard() scoreboard.Score

Scoreboard for Pollinations.

Types

type ChatRequest 

type ChatRequest struct {
	Messages       []Message `json:"messages"`
	MaxTokens      int64     `json:"max_tokens,omitzero"`
	Model          string    `json:"model"`
	Seed           int64     `json:"seed,omitzero"`
	Stream         bool      `json:"stream"`
	ResponseFormat struct {
		Type string `json:"type,omitzero"` // "json_object"
	} `json:"response_format,omitzero"`
	Tools           []Tool          `json:"tools,omitzero"`
	ToolChoice      string          `json:"tool_choice,omitzero"` // "none", "auto", "required", or struct {"type": "function", "function": {"name": "my_function"}}
	Private         bool            `json:"private,omitzero"`     // Set to true to prevent the response from appearing in the public feed.
	ReasoningEffort ReasoningEffort `json:"reasoning_format,omitzero"`

	// https://github.com/pollinations/pollinations/blob/master/APIDOCS.md
	Modalities []string `json:"modalities,omitzero"`
	Audio      struct {
		Voice  string `json:"voice,omitzero"`
		Format string `json:"format,omitzero"` // "pcm16"
	} `json:"audio,omitzero"`

	// These are not documented at all.
	Temperature   float64  `json:"temperature,omitzero"`
	TopP          float64  `json:"top_p,omitzero"` // [0, 1.0]
	Stop          []string `json:"stop,omitzero"`  // Up to 4 sequences
	StreamOptions struct {
		IncludeUsage bool `json:"include_usage,omitzero"`
	} `json:"stream_options,omitzero"`
	Logprobs    bool  `json:"logprobs,omitzero"`
	TopLogprobs int64 `json:"top_logprobs,omitzero"`
}

ChatRequest is barely documented at https://github.com/pollinations/pollinations/blob/master/APIDOCS.md#text--multimodal-openai-compatible-post-%EF%B8%8F%EF%B8%8F

The structure is severely underdocumented.

func (*ChatRequest) Init 

func (c *ChatRequest) Init(msgs genai.Messages, model string, opts ...genai.GenOption) error

Init initializes the provider specific completion request with the generic completion request.

func (*ChatRequest) SetStream 

func (c *ChatRequest) SetStream(stream bool)

SetStream sets the streaming mode.

type ChatResponse 

type ChatResponse struct {
	ID      string    `json:"id"`
	Object  string    `json:"object"` // "chat.completion"
	Created base.Time `json:"created"`
	Model   string    `json:"model"` // The actual model name, which is likely different from the alias.
	Choices []struct {
		Index                int64               `json:"index"`
		Message              MessageResponse     `json:"message"`
		FinishReason         FinishReason        `json:"finish_reason"`
		StopReason           struct{}            `json:"stop_reason"`
		Logprobs             struct{}            `json:"logprobs"`
		ContentFilterResults ContentFilterResult `json:"content_filter_results"`
	} `json:"choices"`
	Usage               Usage                `json:"usage"`
	PromptFilterResults []PromptFilterResult `json:"prompt_filter_results"`
	SystemFingerprint   string               `json:"system_fingerprint"`
	PromptLogprobs      struct{}             `json:"prompt_logprobs"`
	KVTransferParams    struct{}             `json:"kv_transfer_params"`
	UserTier            string               `json:"user_tier"`
}

ChatResponse is the provider-specific chat completion response.

func (*ChatResponse) ToResult 

func (c *ChatResponse) ToResult() (genai.Result, error)

ToResult converts the response to a genai.Result.

type ChatStreamChunkResponse 

type ChatStreamChunkResponse struct {
	ID      string    `json:"id"`      //
	Object  string    `json:"object"`  // "chat.completion.chunk"
	Created base.Time `json:"created"` //
	Model   string    `json:"model"`   // Original model full name
	Choices []struct {
		ContentFilterResults ContentFilterResult `json:"content_filter_results"`
		Index                int64               `json:"index"`
		Logprobs             struct{}            `json:"logprobs"`
		FinishReason         FinishReason        `json:"finish_reason"`
		StopReason           struct{}            `json:"stop_reason"`
		MatchedStop          int64               `json:"matched_stop"`
		Delta                struct {
			Role             string     `json:"role"`
			Content          string     `json:"content"`
			ReasoningContent string     `json:"reasoning_content"`
			ToolCalls        []ToolCall `json:"tool_calls"`
			Refusal          struct{}   `json:"refusal"`
		} `json:"delta"`
	} `json:"choices"`
	PromptFilterResults []PromptFilterResult `json:"prompt_filter_results"`
	SystemFingerprint   string               `json:"system_fingerprint"`
	Usage               Usage                `json:"usage"`
}

ChatStreamChunkResponse is the provider-specific streaming chat chunk.

type Client 

type Client struct {
	base.NotImplemented
	// contains filtered or unexported fields
}

Client implements genai.Provider.

func New 

func New(ctx context.Context, opts ...genai.ProviderOption) (*Client, error)

New creates a new client to talk to the Pollinations platform API.

The value for ProviderOptionAPIKey can be either an API key retrieved from https://auth.pollinations.ai/ or a referrer. https://github.com/pollinations/pollinations/blob/master/APIDOCS.md#referrer-

ProviderOptionAPIKey is optional. Providing one, either via environment variable POLLINATIONS_API_KEY, will increase quota.

To use multiple models, create multiple clients. Models are listed at https://docs.perplexity.ai/guides/model-cards

Example (HTTP_record) 
package main

import (
	"context"
	"fmt"
	"log"
	"net/http"
	"os"

	"github.com/maruel/genai"
	"github.com/maruel/genai/httprecord"
	"github.com/maruel/genai/providers/pollinations"
	"gopkg.in/dnaeon/go-vcr.v4/pkg/recorder"
)

func main() {
	// Example to do HTTP recording and playback for smoke testing.
	// The example recording is in testdata/example.yaml.
	var rr *recorder.Recorder
	defer func() {
		// In a smoke test, use t.Cleanup().
		if rr != nil {
			if err := rr.Stop(); err != nil {
				log.Printf("Failed saving recordings: %v", err)
			}
		}
	}()

	// Simple trick to force recording via an environment variable.
	mode := recorder.ModeRecordOnce
	if os.Getenv("RECORD") == "1" {
		mode = recorder.ModeRecordOnly
	}
	wrapper := func(h http.RoundTripper) http.RoundTripper {
		var err error
		rr, err = httprecord.New("testdata/example", h, recorder.WithMode(mode))
		if err != nil {
			log.Fatal(err)
		}
		return rr
	}
	// Pollinations API works without auth but rejects invalid keys.
	// Don't set a placeholder key for playback - leave empty to skip auth header.
	ctx := context.Background()
	c, err := pollinations.New(ctx, genai.ProviderOptionTransportWrapper(wrapper))
	if err != nil {
		log.Fatal(err)
	}
	models, err := c.ListModels(ctx)
	if err != nil {
		log.Fatal(err)
	}
	if len(models) > 1 {
		fmt.Println("Found multiple models")
	}
}

Output:

Found multiple models

func (*Client) GenStream 

func (c *Client) GenStream(ctx context.Context, msgs genai.Messages, opts ...genai.GenOption) (iter.Seq[genai.Reply], func() (genai.Result, error))

GenStream implements genai.Provider.

func (*Client) GenStreamRaw 

func (c *Client) GenStreamRaw(ctx context.Context, in *ChatRequest) (iter.Seq[ChatStreamChunkResponse], func() error)

GenStreamRaw provides access to the raw API.

func (*Client) GenSync 

func (c *Client) GenSync(ctx context.Context, msgs genai.Messages, opts ...genai.GenOption) (genai.Result, error)

GenSync implements genai.Provider.

func (*Client) GenSyncRaw 

func (c *Client) GenSyncRaw(ctx context.Context, in *ChatRequest, out *ChatResponse) error

GenSyncRaw provides access to the raw API.

func (*Client) HTTPClient 

func (c *Client) HTTPClient() *http.Client

HTTPClient returns the HTTP client to fetch results (e.g. videos) generated by the provider.

func (*Client) ListImageGenModels 

func (c *Client) ListImageGenModels(ctx context.Context) ([]genai.Model, error)

ListImageGenModels lists available image generation models.

func (*Client) ListModels 

func (c *Client) ListModels(ctx context.Context) ([]genai.Model, error)

ListModels implements genai.Provider.

func (*Client) ListTextModels 

func (c *Client) ListTextModels(ctx context.Context) ([]genai.Model, error)

ListTextModels lists available text models.

func (*Client) ModelID 

func (c *Client) ModelID() string

ModelID implements genai.Provider.

It returns the selected model ID.

func (*Client) Name 

func (c *Client) Name() string

Name implements genai.Provider.

It returns the name of the provider.

func (*Client) OutputModalities 

func (c *Client) OutputModalities() genai.Modalities

OutputModalities implements genai.Provider.

It returns the output modalities, i.e. what kind of output the model will generate (text, audio, image, video, etc).

func (*Client) Scoreboard 

func (c *Client) Scoreboard() scoreboard.Score

Scoreboard implements genai.Provider.

type CodeValue 

type CodeValue string

CodeValue handles fields that can be either a string or a number.

func (*CodeValue) UnmarshalJSON 

func (c *CodeValue) UnmarshalJSON(b []byte) error

UnmarshalJSON implements json.Unmarshaler.

type Content 

type Content struct {
	Type ContentType `json:"type,omitzero"`

	// Type == "text"
	Text string `json:"text,omitzero"`

	// Type == "image_url"
	ImageURL struct {
		URL string `json:"url,omitzero"` // URL or base64 encoded image
	} `json:"image_url,omitzero"`

	// Type == "input_audio"
	InputAudio struct {
		Data   []byte `json:"data,omitzero"`   // base64 encoded audio
		Format string `json:"format,omitzero"` // "wav"
	} `json:"input_audio,omitzero"`
}

Content is a provider-specific content block.

func (*Content) FromReply 

func (c *Content) FromReply(in *genai.Reply) error

FromReply converts from a genai reply.

func (*Content) FromRequest 

func (c *Content) FromRequest(in *genai.Request) error

FromRequest converts from a genai request.

type ContentFilterResult 

type ContentFilterResult struct {
	CustomBlocklists struct {
		Filtered bool `json:"filtered"`
		Details  []struct {
			BlocklistName string `json:"blocklist_name"`
		} `json:"details"`
	} `json:"custom_blocklists"`
	Hate struct {
		Filtered bool   `json:"filtered"`
		Severity string `json:"severity"` // "safe"
	} `json:"hate"`
	Jailbreak struct {
		Filtered bool `json:"filtered"`
		Detected bool `json:"detected"`
	} `json:"jailbreak"`
	ProtectedMaterialCode struct {
		Filtered bool `json:"filtered"`
		Detected bool `json:"detected"`
	} `json:"protected_material_code"`
	ProtectedMaterialText struct {
		Filtered bool `json:"filtered"`
		Detected bool `json:"detected"`
	} `json:"protected_material_text"`
	SelfHarm struct {
		Filtered bool   `json:"filtered"`
		Severity string `json:"severity"`
	} `json:"self_harm"`
	Sexual struct {
		Filtered bool   `json:"filtered"`
		Severity string `json:"severity"`
	} `json:"sexual"`
	Violence struct {
		Filtered bool   `json:"filtered"`
		Severity string `json:"severity"`
	} `json:"violence"`
}

ContentFilterResult is the result of content filtering.

type ContentType 

type ContentType string

ContentType is a provider-specific content type. 

const (
	ContentText     ContentType = "text"
	ContentImageURL ContentType = "image_url"
	ContentAudio    ContentType = "input_audio"
)

Content type values.

type Contents 

type Contents []Content

Contents exists to marshal single content text block as a string.

func (*Contents) IsZero 

func (c *Contents) IsZero() bool

IsZero reports whether the value is zero.

func (*Contents) MarshalJSON 

func (c *Contents) MarshalJSON() ([]byte, error)

MarshalJSON implements json.Marshaler.

func (*Contents) UnmarshalJSON 

func (c *Contents) UnmarshalJSON(b []byte) error

UnmarshalJSON implements custom unmarshalling for Contents type to handle cases where content could be a string or a raw JSON object.

type ErrorResponse 

type ErrorResponse struct {
	Success  bool       `json:"success,omitzero"`
	ErrorVal ErrorValue `json:"error"`
	Status   int64      `json:"status"`
	Details  struct {
		Detail string `json:"detail"`
		Error  struct {
			Message string    `json:"message"`
			Type    string    `json:"type"`
			Param   string    `json:"param"`
			Code    CodeValue `json:"code"`
		} `json:"error"`
		Message   string            `json:"message"`
		QueueInfo map[string]string `json:"queueInfo"`
		Timestamp string            `json:"timestamp"`
		Provider  string            `json:"provider"`
		Errors    []struct {
			Path        []string     `json:"path"`
			Message     string       `json:"message"`
			Code        string       `json:"code"`
			UnionErrors []UnionError `json:"unionErrors"`
		} `json:"errors"`
		Success  bool       `json:"success,omitzero"`
		Result   struct{}   `json:"result"`
		Messages []struct{} `json:"messages"`
	} `json:"details"`

	Message            string   `json:"message"`
	Debug              struct{} `json:"debug"`
	DeprecatedEndpoint string   `json:"deprecated_endpoint,omitzero"`
	NewEndpoint        string   `json:"new_endpoint,omitzero"`
	Documentation      string   `json:"documentation,omitzero"`
	TimingInfo         []struct {
		Step      string `json:"step"`
		Timestamp int64  `json:"timestamp"`
	} `json:"timingInfo"`
	RequestID         string         `json:"requestId"`
	RequestParameters map[string]any `json:"requestParameters"`
}

ErrorResponse is the provider-specific error response.

func (*ErrorResponse) Error 

func (er *ErrorResponse) Error() string

func (*ErrorResponse) IsAPIError 

func (er *ErrorResponse) IsAPIError() bool

IsAPIError implements base.ErrorResponseI.

type ErrorValue 

type ErrorValue struct {
	Message   string    `json:"message"`
	Code      CodeValue `json:"code"`
	Timestamp string    `json:"timestamp"`
}

ErrorValue handles the "error" field which can be either a string or an object.

func (*ErrorValue) String 

func (e *ErrorValue) String() string

func (*ErrorValue) UnmarshalJSON 

func (e *ErrorValue) UnmarshalJSON(b []byte) error

UnmarshalJSON implements json.Unmarshaler.

type FinishReason 

type FinishReason string

FinishReason is a provider-specific finish reason. 

const (
	FinishStop      FinishReason = "stop"
	FinishLength    FinishReason = "length"
	FinishToolCalls FinishReason = "tool_calls"
)

Finish reason values.

func (FinishReason) ToFinishReason 

func (f FinishReason) ToFinishReason() genai.FinishReason

ToFinishReason converts to a genai.FinishReason.

type ImageModel 

type ImageModel struct {
	Aliases          Strings  `json:"aliases"`
	Description      string   `json:"description"`
	InputModalities  []string `json:"input_modalities"`
	Name             string   `json:"name"`
	OutputModalities []string `json:"output_modalities"`
	PaidOnly         bool     `json:"paid_only"`
	Pricing          struct {
		AudioInputPrice        float64 `json:"audio_input_price,omitzero"`
		AudioOutputPrice       float64 `json:"audio_output_price,omitzero"`
		AudioTokenPrice        float64 `json:"audio_token_price,omitzero"`
		CachedTokenPrice       float64 `json:"cached_token_price,omitzero"`
		CompletionAudioSeconds float64 `json:"completionAudioSeconds,omitzero"`
		CompletionImageTokens  float64 `json:"completionImageTokens,omitzero"`
		CompletionVideoSeconds float64 `json:"completionVideoSeconds,omitzero"`
		CompletionVideoTokens  float64 `json:"completionVideoTokens,omitzero"`
		Currency               string  `json:"currency"`
		ImagePrice             float64 `json:"image_price"`
		InputTokenPrice        float64 `json:"input_token_price,omitzero"`
		OutputTokenPrice       float64 `json:"output_token_price,omitzero"`
		PromptCachedTokens     float64 `json:"promptCachedTokens,omitzero"`
		PromptImageTokens      float64 `json:"promptImageTokens,omitzero"`
		PromptTextTokens       float64 `json:"promptTextTokens,omitzero"`
	} `json:"pricing,omitzero"`
}

ImageModel is the provider-specific image model metadata.

func (*ImageModel) Context 

func (i *ImageModel) Context() int64

Context implements genai.Model.

func (*ImageModel) GetID 

func (i *ImageModel) GetID() string

GetID implements genai.Model.

func (*ImageModel) Inputs 

func (i *ImageModel) Inputs() []string

Inputs returns the supported input modalities.

func (*ImageModel) Outputs 

func (i *ImageModel) Outputs() []string

Outputs returns the supported output modalities.

func (*ImageModel) String 

func (i *ImageModel) String() string

type ImageModelsResponse 

type ImageModelsResponse []ImageModel

ImageModelsResponse is a list of image model metadata.

func (*ImageModelsResponse) ToModels 

func (r *ImageModelsResponse) ToModels() []genai.Model

ToModels converts to a slice of genai.Model.

type Message 

type Message struct {
	Role       string     `json:"role"` // "system", "assistant", "user"
	Content    Contents   `json:"content,omitzero"`
	ToolCalls  []ToolCall `json:"tool_calls,omitzero"`
	ToolCallID string     `json:"tool_call_id,omitzero"`
}

Message is a provider-specific message.

func (*Message) From 

func (m *Message) From(in *genai.Message) error

From must be called with at most one ToolCallResults.

type MessageResponse 

type MessageResponse struct {
	Role             string     `json:"role"`
	ReasoningContent string     `json:"reasoning_content"`
	Content          Contents   `json:"content"`
	ToolCalls        []ToolCall `json:"tool_calls"`
	Annotations      []struct{} `json:"annotations"`
	Refusal          struct{}   `json:"refusal"`
	Audio            struct {
		Data []byte `json:"data"`
	} `json:"audio"`
}

MessageResponse is a message in a provider-specific response.

func (*MessageResponse) To 

func (m *MessageResponse) To(out *genai.Message) error

To converts to the genai equivalent.

type PromptFilterResult 

type PromptFilterResult struct {
	PromptIndex int64 `json:"prompt_index"`
	// One of the following is set.
	ContentFilterResults ContentFilterResult `json:"content_filter_results"`
	ContentFilterResult  ContentFilterResult `json:"content_filter_result"`
}

PromptFilterResult is the result of content filtering on a prompt.

type ReasoningEffort 

type ReasoningEffort string

ReasoningEffort is the effort the model should put into reasoning. Default is Medium. 

const (
	ReasoningEffortLow    ReasoningEffort = "low"
	ReasoningEffortMedium ReasoningEffort = "medium"
	ReasoningEffortHigh   ReasoningEffort = "high"
)

Reasoning effort values.

type Strings 

type Strings []string

Strings is generally a list of strings but can be a single string.

func (*Strings) UnmarshalJSON 

func (s *Strings) UnmarshalJSON(b []byte) error

UnmarshalJSON implements json.Unmarshaler.

type TextModel 

type TextModel struct {
	Aliases          Strings  `json:"aliases"`
	Audio            bool     `json:"audio"`
	Community        bool     `json:"community"`
	ContextWindow    int64    `json:"context_window"`
	Description      string   `json:"description"`
	InputModalities  []string `json:"input_modalities"` // "text", "image", "audio"
	IsSpecialized    bool     `json:"is_specialized,omitzero"`
	MaxInputChars    int64    `json:"maxInputChars"`
	Name             string   `json:"name"`
	OriginalName     string   `json:"original_name"`
	OutputModalities []string `json:"output_modalities"` // "text", "image", "audio"
	PaidOnly         bool     `json:"paid_only"`
	Pricing          struct {
		AudioInputPrice       float64 `json:"audio_input_price,omitzero"`
		AudioOutputPrice      float64 `json:"audio_output_price,omitzero"`
		AudioTokenPrice       float64 `json:"audio_token_price,omitzero"`
		CachedTokenPrice      float64 `json:"cached_token_price,omitzero"`
		CompletionAudioTokens float64 `json:"completionAudioTokens,omitzero"`
		CompletionTextTokens  float64 `json:"completionTextTokens,omitzero"`
		CompletionTokens      float64 `json:"completion_tokens,omitzero"`
		Currency              string  `json:"currency,omitzero"`
		InputTokenPrice       float64 `json:"input_token_price,omitzero"`
		OutputTokenPrice      float64 `json:"output_token_price,omitzero"`
		PromptAudioTokens     float64 `json:"promptAudioTokens,omitzero"`
		PromptCachedTokens    float64 `json:"promptCachedTokens,omitzero"`
		PromptTextTokens      float64 `json:"promptTextTokens,omitzero"`
		PromptTokens          float64 `json:"prompt_tokens,omitzero"`
	} `json:"pricing,omitzero"`
	Provider               string   `json:"provider"` // "api.navy", "azure", "bedrock", "scaleway"
	Reasoning              bool     `json:"reasoning"`
	Search                 bool     `json:"search"`
	SupportsSystemMessages bool     `json:"supportsSystemMessages"`
	Tier                   string   `json:"tier"` // "anonymous", "seed", "flower"
	Tools                  bool     `json:"tools"`
	Uncensored             bool     `json:"uncensored"`
	Vision                 bool     `json:"vision"`
	Voices                 []string `json:"voices"`
}

TextModel is the provider-specific text model metadata.

func (*TextModel) Context 

func (t *TextModel) Context() int64

Context implements genai.Model.

func (*TextModel) GetID 

func (t *TextModel) GetID() string

GetID implements genai.Model.

func (*TextModel) Inputs 

func (t *TextModel) Inputs() []string

Inputs returns the supported input modalities.

func (*TextModel) Outputs 

func (t *TextModel) Outputs() []string

Outputs returns the supported output modalities.

func (*TextModel) String 

func (t *TextModel) String() string

type TextModelsResponse 

type TextModelsResponse []TextModel

TextModelsResponse is a list of text model metadata.

func (*TextModelsResponse) ToModels 

func (r *TextModelsResponse) ToModels() []genai.Model

ToModels converts to a slice of genai.Model.

type Tool 

type Tool struct {
	Type     string `json:"type,omitzero"` // "function"
	Function struct {
		Name        string             `json:"name,omitzero"`
		Description string             `json:"description,omitzero"`
		Parameters  *jsonschema.Schema `json:"parameters,omitzero"`
	} `json:"function,omitzero"`
}

Tool is a provider-specific tool definition.

type ToolCall 

type ToolCall struct {
	Type     string `json:"type,omitzero"` // "function"
	ID       string `json:"id,omitzero"`
	Index    int64  `json:"index,omitzero"`
	Function struct {
		Name      string `json:"name,omitzero"`
		Arguments string `json:"arguments,omitzero"`
	} `json:"function,omitzero"`
}

ToolCall is a provider-specific tool call.

func (*ToolCall) From 

func (t *ToolCall) From(in *genai.ToolCall)

From converts from the genai equivalent.

func (*ToolCall) To 

func (t *ToolCall) To(out *genai.ToolCall)

To converts to the genai equivalent.

type UnionError 

type UnionError struct {
	Issues []struct {
		Code        string       `json:"code"`
		Expected    string       `json:"expected"`
		Received    string       `json:"received"`
		Path        []string     `json:"path"`
		Message     string       `json:"message"`
		UnionErrors []UnionError `json:"unionErrors"`
	} `json:"issues"`
	Name string `json:"name"`
}

UnionError represents an error with multiple possible types.

type Usage 

type Usage struct {
	PromptTokens            int64 `json:"prompt_tokens"`
	AudioPromptTokens       int64 `json:"audio_prompt_tokens"`
	CompletionTokens        int64 `json:"completion_tokens"`
	TotalTokens             int64 `json:"total_tokens"`
	CompletionTokensDetails struct {
		AcceptedPredictionTokens int64 `json:"accepted_prediction_tokens"`
		AudioTokens              int64 `json:"audio_tokens"`
		ReasoningTokens          int64 `json:"reasoning_tokens"`
		RejectedPredictionTokens int64 `json:"rejected_prediction_tokens"`
		TextTokens               int64 `json:"text_tokens"`
	} `json:"completion_tokens_details"`
	PromptTokensDetails struct {
		AudioTokens  int64 `json:"audio_tokens"`
		CachedTokens int64 `json:"cached_tokens"`
		ImageTokens  int64 `json:"image_tokens"`
		TextTokens   int64 `json:"text_tokens"`
	} `json:"prompt_tokens_details"`
}

Usage is the provider-specific token usage.

Source Files

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