Files
coder/coderd/x/chatd/chatloop/compaction.go
T
Hugo Dutka 84740f4619 fix: save media message type to db (#23427)
We had a bug where computer use base64-encoded screenshots would not be
interpreted as screenshots anymore once saved to the db, loaded back
into memory, and sent to Anthropic. Instead, they would be interpreted
as regular text. Once a computer use agent made enough screenshots and
stopped, and you tried sending it another message, you'd get an out of
context error:

<img width="808" height="367" alt="Screenshot 2026-03-23 at 12 02 54"
src="https://github.com/user-attachments/assets/f0bf6be2-4863-47ca-a7a9-9e6d9dfceeed"
/>

This PR fixes that.
2026-03-25 17:11:21 +00:00

318 lines
9.5 KiB
Go

package chatloop
import (
"context"
"encoding/json"
"strings"
"time"
"charm.land/fantasy"
"golang.org/x/xerrors"
"github.com/coder/coder/v2/codersdk"
)
const (
defaultCompactionThresholdPercent = int32(70)
minCompactionThresholdPercent = int32(0)
maxCompactionThresholdPercent = int32(100)
defaultCompactionSummaryPrompt = "You are performing a context compaction. " +
"Summarize the conversation so a new assistant can seamlessly " +
"continue the work in progress.\n\n" +
"Include:\n" +
"- The user's overall goal and current task\n" +
"- Key decisions made and their rationale\n" +
"- Concrete technical details: file paths, function names, " +
"commands, APIs, and configurations\n" +
"- Errors encountered and how they were resolved\n" +
"- Current state of the work: what is DONE, what is IN PROGRESS, " +
"and what REMAINS to be done\n" +
"- The specific action the assistant was performing or about to " +
"perform when this summary was triggered\n\n" +
"Be dense and factual. Every sentence should convey essential " +
"context for continuation. Do not include pleasantries or " +
"conversational filler."
defaultCompactionSystemSummaryPrefix = "The following is a summary of " +
"the earlier conversation. The assistant was actively working when " +
"the context was compacted. Continue the work described below:"
defaultCompactionTimeout = 90 * time.Second
)
type CompactionOptions struct {
ThresholdPercent int32
ContextLimit int64
SummaryPrompt string
SystemSummaryPrefix string
Timeout time.Duration
Persist func(context.Context, CompactionResult) error
// ToolCallID and ToolName identify the synthetic tool call
// used to represent compaction in the message stream.
ToolCallID string
ToolName string
// PublishMessagePart publishes streaming parts to connected
// clients so they see "Summarizing..." / "Summarized" UI
// transitions during compaction.
PublishMessagePart func(codersdk.ChatMessageRole, codersdk.ChatMessagePart)
OnError func(error)
}
type CompactionResult struct {
SystemSummary string
SummaryReport string
ThresholdPercent int32
UsagePercent float64
ContextTokens int64
ContextLimit int64
}
// tryCompact checks whether context usage exceeds the compaction
// threshold and, if so, generates and persists a summary. Returns
// (true, nil) when compaction was performed, (false, nil) when not
// needed, and (false, err) on failure.
func tryCompact(
ctx context.Context,
model fantasy.LanguageModel,
compaction *CompactionOptions,
contextLimitFallback int64,
stepUsage fantasy.Usage,
stepMetadata fantasy.ProviderMetadata,
allMessages []fantasy.Message,
) (bool, error) {
config, ok := normalizedCompactionConfig(compaction)
if !ok {
return false, nil
}
contextTokens := contextTokensFromUsage(stepUsage)
if contextTokens <= 0 {
return false, nil
}
metadataLimit := extractContextLimit(stepMetadata)
contextLimit := resolveContextLimit(
metadataLimit.Int64,
config.ContextLimit,
contextLimitFallback,
)
usagePercent, compact := shouldCompact(
contextTokens, contextLimit, config.ThresholdPercent,
)
if !compact {
return false, nil
}
// Publish the "Summarizing..." tool-call indicator so
// connected clients see activity during summary generation.
if config.PublishMessagePart != nil && config.ToolCallID != "" {
config.PublishMessagePart(
codersdk.ChatMessageRoleAssistant,
codersdk.ChatMessageToolCall(config.ToolCallID, config.ToolName, nil),
)
}
summary, err := generateCompactionSummary(
ctx, model, allMessages, config,
)
if err != nil {
return false, err
}
if summary == "" {
// Publish a tool-result error so connected clients
// see the compaction failure.
publishCompactionError(config, "compaction produced an empty summary")
return false, xerrors.New("compaction produced an empty summary")
}
systemSummary := strings.TrimSpace(
config.SystemSummaryPrefix + "\n\n" + summary,
)
persistCtx := context.WithoutCancel(ctx)
err = config.Persist(persistCtx, CompactionResult{
SystemSummary: systemSummary,
SummaryReport: summary,
ThresholdPercent: config.ThresholdPercent,
UsagePercent: usagePercent,
ContextTokens: contextTokens,
ContextLimit: contextLimit,
})
if err != nil {
publishCompactionError(config, "failed to persist compaction result")
return false, xerrors.Errorf("persist compaction: %w", err)
}
// Publish the "Summarized" tool-result part so the client
// transitions from the in-progress indicator to the final
// state.
if config.PublishMessagePart != nil && config.ToolCallID != "" {
resultJSON, _ := json.Marshal(map[string]any{
"summary": summary,
"source": "automatic",
"threshold_percent": config.ThresholdPercent,
"usage_percent": usagePercent,
"context_tokens": contextTokens,
"context_limit_tokens": contextLimit,
})
config.PublishMessagePart(
codersdk.ChatMessageRoleTool,
codersdk.ChatMessageToolResult(config.ToolCallID, config.ToolName, resultJSON, false, false),
)
}
return true, nil
}
// publishCompactionError sends a tool-result error part so
// connected clients see that compaction failed.
func publishCompactionError(config CompactionOptions, msg string) {
if config.PublishMessagePart == nil || config.ToolCallID == "" {
return
}
errJSON, _ := json.Marshal(map[string]any{
"error": msg,
})
config.PublishMessagePart(
codersdk.ChatMessageRoleTool,
codersdk.ChatMessageToolResult(config.ToolCallID, config.ToolName, errJSON, true, false),
)
}
// normalizedCompactionConfig returns a copy of the compaction options
// with defaults applied. The bool is false when compaction is
// disabled (nil options, missing Persist callback, or threshold at
// 100%).
func normalizedCompactionConfig(opts *CompactionOptions) (CompactionOptions, bool) {
if opts == nil {
return CompactionOptions{}, false
}
config := *opts
if config.Persist == nil {
return CompactionOptions{}, false
}
if strings.TrimSpace(config.SummaryPrompt) == "" {
config.SummaryPrompt = defaultCompactionSummaryPrompt
}
if strings.TrimSpace(config.SystemSummaryPrefix) == "" {
config.SystemSummaryPrefix = defaultCompactionSystemSummaryPrefix
}
if config.Timeout <= 0 {
config.Timeout = defaultCompactionTimeout
}
if config.ThresholdPercent < minCompactionThresholdPercent ||
config.ThresholdPercent > maxCompactionThresholdPercent {
config.ThresholdPercent = defaultCompactionThresholdPercent
}
if config.ThresholdPercent == maxCompactionThresholdPercent {
return CompactionOptions{}, false
}
return config, true
}
// contextTokensFromUsage returns the total context token count from
// a step's usage report. It sums input, cache-read, and
// cache-creation tokens when available, falling back to TotalTokens
// if none of the granular fields are set.
func contextTokensFromUsage(usage fantasy.Usage) int64 {
total := int64(0)
hasContextTokens := false
if usage.InputTokens > 0 {
total += usage.InputTokens
hasContextTokens = true
}
if usage.CacheReadTokens > 0 {
total += usage.CacheReadTokens
hasContextTokens = true
}
if usage.CacheCreationTokens > 0 {
total += usage.CacheCreationTokens
hasContextTokens = true
}
if !hasContextTokens && usage.TotalTokens > 0 {
total = usage.TotalTokens
}
return total
}
// resolveContextLimit picks the first positive value from metadata,
// configured limit, and fallback — in that priority order. Returns
// 0 when none are positive.
func resolveContextLimit(metadataLimit, configLimit, fallback int64) int64 {
if metadataLimit > 0 {
return metadataLimit
}
if configLimit > 0 {
return configLimit
}
if fallback > 0 {
return fallback
}
return 0
}
// shouldCompact returns the usage percentage and whether it exceeds
// the threshold. Returns (0, false) when contextLimit is
// non-positive.
func shouldCompact(contextTokens, contextLimit int64, thresholdPercent int32) (float64, bool) {
if contextLimit <= 0 {
return 0, false
}
usagePercent := (float64(contextTokens) / float64(contextLimit)) * 100
return usagePercent, usagePercent >= float64(thresholdPercent)
}
// generateCompactionSummary asks the model to summarize the
// conversation so far. The provided messages should contain the
// complete history (system prompt, user/assistant turns, tool
// results). A final user message with the summary prompt is appended
// before calling the model.
func generateCompactionSummary(
ctx context.Context,
model fantasy.LanguageModel,
messages []fantasy.Message,
options CompactionOptions,
) (string, error) {
summaryPrompt := make([]fantasy.Message, 0, len(messages)+1)
summaryPrompt = append(summaryPrompt, messages...)
summaryPrompt = append(summaryPrompt, fantasy.Message{
Role: fantasy.MessageRoleUser,
Content: []fantasy.MessagePart{
fantasy.TextPart{Text: options.SummaryPrompt},
},
})
toolChoice := fantasy.ToolChoiceNone
summaryCtx, cancel := context.WithTimeout(ctx, options.Timeout)
defer cancel()
response, err := model.Generate(summaryCtx, fantasy.Call{
Prompt: summaryPrompt,
ToolChoice: &toolChoice,
})
if err != nil {
return "", xerrors.Errorf("generate summary text: %w", err)
}
parts := make([]string, 0, len(response.Content))
for _, block := range response.Content {
textBlock, ok := fantasy.AsContentType[fantasy.TextContent](block)
if !ok {
continue
}
text := strings.TrimSpace(textBlock.Text)
if text == "" {
continue
}
parts = append(parts, text)
}
return strings.TrimSpace(strings.Join(parts, " ")), nil
}