opencode/internal/llm/provider/anthropic.go
2025-05-15 12:04:15 -05:00

472 lines
13 KiB
Go

package provider
import (
"context"
"encoding/json"
"errors"
"fmt"
"io"
"strings"
"time"
"github.com/anthropics/anthropic-sdk-go"
"github.com/anthropics/anthropic-sdk-go/bedrock"
"github.com/anthropics/anthropic-sdk-go/option"
"github.com/sst/opencode/internal/config"
"github.com/sst/opencode/internal/llm/models"
"github.com/sst/opencode/internal/llm/tools"
"github.com/sst/opencode/internal/message"
"github.com/sst/opencode/internal/status"
"log/slog"
)
type anthropicOptions struct {
useBedrock bool
disableCache bool
shouldThink func(userMessage string) bool
}
type AnthropicOption func(*anthropicOptions)
type anthropicClient struct {
providerOptions providerClientOptions
options anthropicOptions
client anthropic.Client
}
type AnthropicClient ProviderClient
func newAnthropicClient(opts providerClientOptions) AnthropicClient {
anthropicOpts := anthropicOptions{}
for _, o := range opts.anthropicOptions {
o(&anthropicOpts)
}
anthropicClientOptions := []option.RequestOption{}
if opts.apiKey != "" {
anthropicClientOptions = append(anthropicClientOptions, option.WithAPIKey(opts.apiKey))
}
if anthropicOpts.useBedrock {
anthropicClientOptions = append(anthropicClientOptions, bedrock.WithLoadDefaultConfig(context.Background()))
}
client := anthropic.NewClient(anthropicClientOptions...)
return &anthropicClient{
providerOptions: opts,
options: anthropicOpts,
client: client,
}
}
func (a *anthropicClient) convertMessages(messages []message.Message) (anthropicMessages []anthropic.MessageParam) {
for i, msg := range messages {
cache := false
if i > len(messages)-3 {
cache = true
}
switch msg.Role {
case message.User:
content := anthropic.NewTextBlock(msg.Content().String())
if cache && !a.options.disableCache {
content.OfRequestTextBlock.CacheControl = anthropic.CacheControlEphemeralParam{
Type: "ephemeral",
}
}
var contentBlocks []anthropic.ContentBlockParamUnion
contentBlocks = append(contentBlocks, content)
for _, binaryContent := range msg.BinaryContent() {
base64Image := binaryContent.String(models.ProviderAnthropic)
imageBlock := anthropic.NewImageBlockBase64(binaryContent.MIMEType, base64Image)
contentBlocks = append(contentBlocks, imageBlock)
}
anthropicMessages = append(anthropicMessages, anthropic.NewUserMessage(contentBlocks...))
case message.Assistant:
blocks := []anthropic.ContentBlockParamUnion{}
if msg.Content() != nil {
content := msg.Content().String()
if strings.TrimSpace(content) != "" {
block := anthropic.NewTextBlock(content)
if cache && !a.options.disableCache {
block.OfRequestTextBlock.CacheControl = anthropic.CacheControlEphemeralParam{
Type: "ephemeral",
}
}
blocks = append(blocks, block)
}
}
for _, toolCall := range msg.ToolCalls() {
var inputMap map[string]any
err := json.Unmarshal([]byte(toolCall.Input), &inputMap)
if err != nil {
continue
}
blocks = append(blocks, anthropic.ContentBlockParamOfRequestToolUseBlock(toolCall.ID, inputMap, toolCall.Name))
}
if len(blocks) == 0 {
slog.Warn("There is a message without content, investigate, this should not happen")
continue
}
anthropicMessages = append(anthropicMessages, anthropic.NewAssistantMessage(blocks...))
case message.Tool:
results := make([]anthropic.ContentBlockParamUnion, len(msg.ToolResults()))
for i, toolResult := range msg.ToolResults() {
results[i] = anthropic.NewToolResultBlock(toolResult.ToolCallID, toolResult.Content, toolResult.IsError)
}
anthropicMessages = append(anthropicMessages, anthropic.NewUserMessage(results...))
}
}
return
}
func (a *anthropicClient) convertTools(tools []tools.BaseTool) []anthropic.ToolUnionParam {
anthropicTools := make([]anthropic.ToolUnionParam, len(tools))
for i, tool := range tools {
info := tool.Info()
toolParam := anthropic.ToolParam{
Name: info.Name,
Description: anthropic.String(info.Description),
InputSchema: anthropic.ToolInputSchemaParam{
Properties: info.Parameters,
// TODO: figure out how we can tell claude the required fields?
},
}
if i == len(tools)-1 && !a.options.disableCache {
toolParam.CacheControl = anthropic.CacheControlEphemeralParam{
Type: "ephemeral",
}
}
anthropicTools[i] = anthropic.ToolUnionParam{OfTool: &toolParam}
}
return anthropicTools
}
func (a *anthropicClient) finishReason(reason string) message.FinishReason {
switch reason {
case "end_turn":
return message.FinishReasonEndTurn
case "max_tokens":
return message.FinishReasonMaxTokens
case "tool_use":
return message.FinishReasonToolUse
case "stop_sequence":
return message.FinishReasonEndTurn
default:
return message.FinishReasonUnknown
}
}
func (a *anthropicClient) preparedMessages(messages []anthropic.MessageParam, tools []anthropic.ToolUnionParam) anthropic.MessageNewParams {
var thinkingParam anthropic.ThinkingConfigParamUnion
lastMessage := messages[len(messages)-1]
isUser := lastMessage.Role == anthropic.MessageParamRoleUser
messageContent := ""
temperature := anthropic.Float(0)
if isUser {
for _, m := range lastMessage.Content {
if m.OfRequestTextBlock != nil && m.OfRequestTextBlock.Text != "" {
messageContent = m.OfRequestTextBlock.Text
}
}
if messageContent != "" && a.options.shouldThink != nil && a.options.shouldThink(messageContent) {
thinkingParam = anthropic.ThinkingConfigParamUnion{
OfThinkingConfigEnabled: &anthropic.ThinkingConfigEnabledParam{
BudgetTokens: int64(float64(a.providerOptions.maxTokens) * 0.8),
Type: "enabled",
},
}
temperature = anthropic.Float(1)
}
}
return anthropic.MessageNewParams{
Model: anthropic.Model(a.providerOptions.model.APIModel),
MaxTokens: a.providerOptions.maxTokens,
Temperature: temperature,
Messages: messages,
Tools: tools,
Thinking: thinkingParam,
System: []anthropic.TextBlockParam{
{
Text: a.providerOptions.systemMessage,
CacheControl: anthropic.CacheControlEphemeralParam{
Type: "ephemeral",
},
},
},
}
}
func (a *anthropicClient) send(ctx context.Context, messages []message.Message, tools []tools.BaseTool) (resposne *ProviderResponse, err error) {
preparedMessages := a.preparedMessages(a.convertMessages(messages), a.convertTools(tools))
cfg := config.Get()
if cfg.Debug {
jsonData, _ := json.Marshal(preparedMessages)
slog.Debug("Prepared messages", "messages", string(jsonData))
}
attempts := 0
for {
attempts++
anthropicResponse, err := a.client.Messages.New(
ctx,
preparedMessages,
)
// If there is an error we are going to see if we can retry the call
if err != nil {
slog.Error("Error in Anthropic API call", "error", err)
retry, after, retryErr := a.shouldRetry(attempts, err)
duration := time.Duration(after) * time.Millisecond
if retryErr != nil {
return nil, retryErr
}
if retry {
status.Warn(fmt.Sprintf("Retrying due to rate limit... attempt %d of %d", attempts, maxRetries), status.WithDuration(duration))
select {
case <-ctx.Done():
return nil, ctx.Err()
case <-time.After(duration):
continue
}
}
return nil, retryErr
}
content := ""
for _, block := range anthropicResponse.Content {
if text, ok := block.AsAny().(anthropic.TextBlock); ok {
content += text.Text
}
}
return &ProviderResponse{
Content: content,
ToolCalls: a.toolCalls(*anthropicResponse),
Usage: a.usage(*anthropicResponse),
}, nil
}
}
func (a *anthropicClient) stream(ctx context.Context, messages []message.Message, tools []tools.BaseTool) <-chan ProviderEvent {
preparedMessages := a.preparedMessages(a.convertMessages(messages), a.convertTools(tools))
cfg := config.Get()
if cfg.Debug {
jsonData, _ := json.Marshal(preparedMessages)
slog.Debug("Prepared messages", "messages", string(jsonData))
}
attempts := 0
eventChan := make(chan ProviderEvent)
go func() {
for {
attempts++
anthropicStream := a.client.Messages.NewStreaming(
ctx,
preparedMessages,
)
accumulatedMessage := anthropic.Message{}
currentToolCallID := ""
for anthropicStream.Next() {
event := anthropicStream.Current()
err := accumulatedMessage.Accumulate(event)
if err != nil {
slog.Warn("Error accumulating message", "error", err)
continue
}
switch event := event.AsAny().(type) {
case anthropic.ContentBlockStartEvent:
if event.ContentBlock.Type == "text" {
eventChan <- ProviderEvent{Type: EventContentStart}
} else if event.ContentBlock.Type == "tool_use" {
currentToolCallID = event.ContentBlock.ID
eventChan <- ProviderEvent{
Type: EventToolUseStart,
ToolCall: &message.ToolCall{
ID: event.ContentBlock.ID,
Name: event.ContentBlock.Name,
Finished: false,
},
}
}
case anthropic.ContentBlockDeltaEvent:
if event.Delta.Type == "thinking_delta" && event.Delta.Thinking != "" {
eventChan <- ProviderEvent{
Type: EventThinkingDelta,
Thinking: event.Delta.Thinking,
}
} else if event.Delta.Type == "text_delta" && event.Delta.Text != "" {
eventChan <- ProviderEvent{
Type: EventContentDelta,
Content: event.Delta.Text,
}
} else if event.Delta.Type == "input_json_delta" {
if currentToolCallID != "" {
eventChan <- ProviderEvent{
Type: EventToolUseDelta,
ToolCall: &message.ToolCall{
ID: currentToolCallID,
Finished: false,
Input: event.Delta.JSON.PartialJSON.Raw(),
},
}
}
}
case anthropic.ContentBlockStopEvent:
if currentToolCallID != "" {
eventChan <- ProviderEvent{
Type: EventToolUseStop,
ToolCall: &message.ToolCall{
ID: currentToolCallID,
},
}
currentToolCallID = ""
} else {
eventChan <- ProviderEvent{Type: EventContentStop}
}
case anthropic.MessageStopEvent:
content := ""
for _, block := range accumulatedMessage.Content {
if text, ok := block.AsAny().(anthropic.TextBlock); ok {
content += text.Text
}
}
eventChan <- ProviderEvent{
Type: EventComplete,
Response: &ProviderResponse{
Content: content,
ToolCalls: a.toolCalls(accumulatedMessage),
Usage: a.usage(accumulatedMessage),
FinishReason: a.finishReason(string(accumulatedMessage.StopReason)),
},
}
}
}
err := anthropicStream.Err()
if err == nil || errors.Is(err, io.EOF) {
close(eventChan)
return
}
// If there is an error we are going to see if we can retry the call
retry, after, retryErr := a.shouldRetry(attempts, err)
duration := time.Duration(after) * time.Millisecond
if retryErr != nil {
eventChan <- ProviderEvent{Type: EventError, Error: retryErr}
close(eventChan)
return
}
if retry {
status.Warn(fmt.Sprintf("Retrying due to rate limit... attempt %d of %d", attempts, maxRetries), status.WithDuration(duration))
select {
case <-ctx.Done():
// context cancelled
if ctx.Err() != nil {
eventChan <- ProviderEvent{Type: EventError, Error: ctx.Err()}
}
close(eventChan)
return
case <-time.After(duration):
continue
}
}
if ctx.Err() != nil {
eventChan <- ProviderEvent{Type: EventError, Error: ctx.Err()}
}
close(eventChan)
return
}
}()
return eventChan
}
func (a *anthropicClient) shouldRetry(attempts int, err error) (bool, int64, error) {
var apierr *anthropic.Error
if !errors.As(err, &apierr) {
return false, 0, err
}
if apierr.StatusCode != 429 && apierr.StatusCode != 529 {
return false, 0, err
}
if attempts > maxRetries {
return false, 0, fmt.Errorf("maximum retry attempts reached for rate limit: %d retries", maxRetries)
}
retryMs := 0
retryAfterValues := apierr.Response.Header.Values("Retry-After")
backoffMs := 2000 * (1 << (attempts - 1))
jitterMs := int(float64(backoffMs) * 0.2)
retryMs = backoffMs + jitterMs
if len(retryAfterValues) > 0 {
if _, err := fmt.Sscanf(retryAfterValues[0], "%d", &retryMs); err == nil {
retryMs = retryMs * 1000
}
}
return true, int64(retryMs), nil
}
func (a *anthropicClient) toolCalls(msg anthropic.Message) []message.ToolCall {
var toolCalls []message.ToolCall
for _, block := range msg.Content {
switch variant := block.AsAny().(type) {
case anthropic.ToolUseBlock:
toolCall := message.ToolCall{
ID: variant.ID,
Name: variant.Name,
Input: string(variant.Input),
Type: string(variant.Type),
Finished: true,
}
toolCalls = append(toolCalls, toolCall)
}
}
return toolCalls
}
func (a *anthropicClient) usage(msg anthropic.Message) TokenUsage {
return TokenUsage{
InputTokens: msg.Usage.InputTokens,
OutputTokens: msg.Usage.OutputTokens,
CacheCreationTokens: msg.Usage.CacheCreationInputTokens,
CacheReadTokens: msg.Usage.CacheReadInputTokens,
}
}
func WithAnthropicBedrock(useBedrock bool) AnthropicOption {
return func(options *anthropicOptions) {
options.useBedrock = useBedrock
}
}
func WithAnthropicDisableCache() AnthropicOption {
return func(options *anthropicOptions) {
options.disableCache = true
}
}
func DefaultShouldThinkFn(s string) bool {
return strings.Contains(strings.ToLower(s), "think")
}
func WithAnthropicShouldThinkFn(fn func(string) bool) AnthropicOption {
return func(options *anthropicOptions) {
options.shouldThink = fn
}
}