This repository has been archived on 2026-08-16. You can view files and clone it, but cannot push or open issues or pull requests.
ollie-core/pkg/agent/loop.go

451 lines
14 KiB
Go

package agent
import (
"context"
"encoding/json"
"errors"
"fmt"
"strings"
"sync"
"time"
"ollie/pkg/backend"
)
const maxTransientRetries = 3
type toolExecutor func(ctx context.Context, name string, args json.RawMessage) (string, error)
type agentConfig struct {
Backend backend.Backend
Tools []backend.Tool
Exec toolExecutor
ClassifyTool func(name string) bool // nil=treat all as serial; true=parallel-read-safe
ToolResultMaxBytes int // 0=unlimited; truncate tool results beyond this size
Output EventHandler
preamble string // compiled system+agent prompt sent as the system role
GenerationParams backend.GenerationParams
PopInject func() string // returns and clears pending inject, or ""
AutoCompact func(ctx context.Context) // called after each tool round; may compact in-place
SaveSession func() // called after each state.update(); persists mid-turn progress
PreTool func(ctx context.Context, name string, args json.RawMessage) HookResult // called before each tool; exit 2 blocks execution
PostTool func(ctx context.Context, name string, args json.RawMessage, result string) HookResult // called after each tool; exit 0 appends, exit 2 replaces result
TurnError func(ctx context.Context, errType, errMsg string) HookResult // called on first backend error; if ran, skips retries
}
func run(ctx context.Context, cfg agentConfig, state state) error {
var step int
// resultCache stores outputs of read-safe tool calls keyed by name+args.
// Only tools classified as parallel-safe (immutable reads) are cached.
// sync.Map is required because execOne may run in concurrent goroutines.
var resultCache sync.Map
for {
history := pruneStaleReads(state.history())
if cfg.preamble != "" {
history = append([]backend.Message{{Role: "system", Content: cfg.preamble}}, history...)
}
// Stream the assistant's response, retrying on rate limits, transient
// backend errors (5xx, network), and mid-stream drops.
var content strings.Builder
var toolCalls []backend.ToolCall
var stopReason string
for attempt := range maxTransientRetries + 1 {
content.Reset()
toolCalls = nil
ch, err := cfg.Backend.ChatStream(ctx, history, cfg.Tools, cfg.GenerationParams)
if err != nil {
if ctx.Err() != nil {
return ctx.Err()
}
// On the first error, fire the turnError hook. If it handles
// the error (exit 0), return immediately — the hook is
// responsible for recovery (e.g. switching model and resubmitting).
if attempt == 0 && cfg.TurnError != nil {
errType := classifyError(err)
if r := cfg.TurnError(ctx, errType, err.Error()); r.Handled {
return fmt.Errorf("step %d: %w", step, err)
}
}
wait, retryable := transientWait(err, attempt)
if !retryable || attempt >= maxTransientRetries {
return fmt.Errorf("step %d: %w", step, err)
}
var rlErr *backend.RateLimitError
if errors.As(err, &rlErr) {
emit(cfg, Event{Role: "limitretry"})
}
if err := retryCountdown(ctx, cfg, wait); err != nil {
return fmt.Errorf("step %d: %w", step, err)
}
continue
}
var done bool
var hadReasoning bool
for ev := range ch {
if ev.Reasoning != "" {
if !hadReasoning {
emit(cfg, Event{Role: "reasoning", Content: "<think>\n"})
hadReasoning = true
}
emit(cfg, Event{Role: "reasoning", Content: ev.Reasoning})
}
if ev.Content != "" {
if hadReasoning {
emit(cfg, Event{Role: "reasoning", Content: "\n</think>\n"})
hadReasoning = false
}
content.WriteString(ev.Content)
emit(cfg, Event{Role: "assistant", Content: ev.Content})
}
toolCalls = append(toolCalls, ev.ToolCalls...)
if ev.Done {
if hadReasoning {
emit(cfg, Event{Role: "reasoning", Content: "\n</think>\n"})
hadReasoning = false
}
stopReason = ev.StopReason
done = true
if ev.Usage.InputTokens > 0 || ev.Usage.OutputTokens > 0 {
emit(cfg, Event{
Role: "usage",
Content: fmt.Sprintf("%d %d 0 %g %d %d", ev.Usage.InputTokens, ev.Usage.OutputTokens, ev.Usage.CostUSD, ev.Usage.CachedInputTokens, ev.Usage.CacheCreationTokens),
})
} else {
// Backend didn't report usage; estimate from content.
inChars := 0
for _, m := range history {
inChars += len(m.Content)
for _, tc := range m.ToolCalls {
inChars += len(tc.Name) + len(tc.Arguments)
}
}
emit(cfg, Event{
Role: "usage",
Content: fmt.Sprintf("%d %d 1 0", inChars/4, content.Len()/4),
})
}
break
}
}
if done {
break
}
if ctx.Err() != nil {
// User pause: record partial state and return.
if hadReasoning {
emit(cfg, Event{Role: "reasoning", Content: "\n</think>\n"})
}
msg := backend.Message{Role: "assistant", Content: content.String(), ToolCalls: toolCalls}
var results []toolResult
for _, tc := range toolCalls {
results = append(results, toolResult{
ToolCallID: tc.ID,
Name: tc.Name,
Content: `{"status":"cancelled","error":"stream interrupted"}`,
IsError: true,
})
}
state.update(msg, results)
if cfg.SaveSession != nil {
cfg.SaveSession()
}
return ctx.Err()
}
// Pure stream drop — retry if attempts remain.
if attempt >= maxTransientRetries {
return fmt.Errorf("step %d: stream dropped (no more retries)", step)
}
if hadReasoning {
emit(cfg, Event{Role: "reasoning", Content: "\n</think>\n"})
}
wait := time.Duration(2<<attempt) * time.Second
if err := retryCountdown(ctx, cfg, wait); err != nil {
return fmt.Errorf("step %d: %w", step, err)
}
}
switch stopReason {
case "stop", "tool_calls", "length", "":
// normal
default:
return fmt.Errorf("step %d: %s", step, stopReason)
}
// Detect models that emit tool calls as plain text instead of using the
// function-calling API. If the response contains no API-level tool calls
// but the text matches a registered tool name followed by ':' or '(',
// the model does not support function calling — treat as ToolUnsupportedError
// so freeloader can blacklist and cycle to the next model.
if len(toolCalls) == 0 && len(cfg.Tools) > 0 && hasTextToolCall(content.String(), cfg.Tools) {
return fmt.Errorf("step %d: %w", step, &backend.ToolUnsupportedError{
Message: "model emitted tool call as text (function calling API not supported)",
})
}
// Execute tool calls, running consecutive parallel-read-safe tools concurrently.
msg := backend.Message{Role: "assistant", Content: content.String(), ToolCalls: toolCalls}
results := make([]toolResult, 0, len(toolCalls))
interrupted := false
cancelledResult := func(tc backend.ToolCall) toolResult {
return toolResult{
ToolCallID: tc.ID,
Name: tc.Name,
Content: `{"status":"cancelled","error":"interrupted"}`,
IsError: true,
}
}
// execOne runs a single tool call end-to-end and reports whether the
// context was cancelled during execution.
execOne := func(tc backend.ToolCall) (toolResult, bool) {
if tc.Name == "" {
return toolResult{ToolCallID: tc.ID, Name: tc.Name, Content: "error: empty tool name", IsError: true}, false
}
if ctx.Err() != nil {
cr := cancelledResult(tc)
emit(cfg, Event{Role: "tool", Name: tc.Name, Content: cr.Content})
return cr, true
}
emit(cfg, Event{Role: "call", Name: tc.Name, Content: string(tc.Arguments)})
if cfg.PreTool != nil {
hr := cfg.PreTool(ctx, tc.Name, tc.Arguments)
if hr.Blocked {
blocked := hr.Context
if blocked == "" {
blocked = fmt.Sprintf("tool %q blocked by hook", tc.Name)
}
emit(cfg, Event{Role: "tool", Name: tc.Name, Content: blocked})
return toolResult{ToolCallID: tc.ID, Name: tc.Name, Content: blocked, IsError: true}, false
}
}
readSafe := cfg.ClassifyTool != nil && cfg.ClassifyTool(tc.Name)
if readSafe {
key := tc.Name + "\x00" + string(tc.Arguments)
if v, ok := resultCache.Load(key); ok {
cached := v.(string)
emit(cfg, Event{Role: "tool", Name: tc.Name, Content: cached})
return toolResult{ToolCallID: tc.ID, Name: tc.Name, Content: cached}, false
}
}
var result string
var isErr bool
if cfg.Exec != nil {
out, err := cfg.Exec(ctx, tc.Name, tc.Arguments)
if err != nil {
result = fmt.Sprintf("error: %v", err)
isErr = true
if ctx.Err() != nil {
if cfg.PopInject != nil {
if injected := cfg.PopInject(); injected != "" {
result += "\n\n<system-user-interruption>\n" + injected + "\n</system-user-interruption>"
}
}
emit(cfg, Event{Role: "tool", Name: tc.Name, Content: result})
return toolResult{ToolCallID: tc.ID, Name: tc.Name, Content: result, IsError: true}, true
}
} else {
result = out
}
} else {
result = "error: no tool executor configured"
isErr = true
}
if cfg.PostTool != nil {
hr := cfg.PostTool(ctx, tc.Name, tc.Arguments, result)
if hr.Blocked {
result = hr.Context
} else if hr.Context != "" {
result += "\n" + hr.Context
}
}
if cfg.PopInject != nil {
if injected := cfg.PopInject(); injected != "" {
result += "\n\n<system-user-interruption>\n" + injected + "\n</system-user-interruption>"
}
}
if !isErr && cfg.ToolResultMaxBytes > 0 && len(result) > cfg.ToolResultMaxBytes {
orig := len(result)
result = result[:cfg.ToolResultMaxBytes]
result += fmt.Sprintf("\n\n[result truncated: first %d of %d bytes shown; reissue with offset=%d to read more]",
cfg.ToolResultMaxBytes, orig, cfg.ToolResultMaxBytes)
}
if readSafe && !isErr {
resultCache.Store(tc.Name+"\x00"+string(tc.Arguments), result)
}
emit(cfg, Event{Role: "tool", Name: tc.Name, Content: result})
return toolResult{ToolCallID: tc.ID, Name: tc.Name, Content: result, IsError: isErr}, false
}
isParallelSafe := func(name string) bool {
return name != "" && cfg.ClassifyTool != nil && cfg.ClassifyTool(name)
}
for i := 0; i < len(toolCalls) && !interrupted; {
if ctx.Err() != nil {
for _, remaining := range toolCalls[i:] {
cr := cancelledResult(remaining)
emit(cfg, Event{Role: "tool", Name: remaining.Name, Content: cr.Content})
results = append(results, cr)
}
interrupted = true
break
}
// Collect a run of consecutive parallel-safe calls.
j := i + 1
if isParallelSafe(toolCalls[i].Name) {
for j < len(toolCalls) && isParallelSafe(toolCalls[j].Name) {
j++
}
}
batch := toolCalls[i:j]
fillCancelled := func(from int) {
for _, remaining := range toolCalls[from:] {
cr := cancelledResult(remaining)
emit(cfg, Event{Role: "tool", Name: remaining.Name, Content: cr.Content})
results = append(results, cr)
}
}
if len(batch) == 1 {
tr, wasInt := execOne(batch[0])
results = append(results, tr)
if wasInt {
fillCancelled(j)
interrupted = true
}
} else {
// Fan out the batch concurrently; preserve submission order in results.
batchResults := make([]toolResult, len(batch))
batchInt := make([]bool, len(batch))
var wg sync.WaitGroup
for k, tc := range batch {
wg.Add(1)
go func(k int, tc backend.ToolCall) {
defer wg.Done()
batchResults[k], batchInt[k] = execOne(tc)
}(k, tc)
}
wg.Wait()
// Add all batch results — model needs a result for every tool call.
results = append(results, batchResults...)
for _, wasInt := range batchInt {
if wasInt {
fillCancelled(j)
interrupted = true
break
}
}
}
i = j
}
state.update(msg, results)
if cfg.SaveSession != nil {
cfg.SaveSession()
}
if interrupted {
return ctx.Err()
}
if len(toolCalls) == 0 {
break
}
if cfg.AutoCompact != nil {
cfg.AutoCompact(ctx)
}
step++
}
return nil
}
func emit(cfg agentConfig, msg Event) {
if cfg.Output != nil {
cfg.Output(msg)
}
}
// hasTextToolCall returns true when the assistant text contains a registered
// tool name immediately followed by ':' or '(', indicating the model tried to
// invoke a tool by writing the call as plain text rather than via the API.
func hasTextToolCall(text string, tools []backend.Tool) bool {
for _, t := range tools {
if strings.Contains(text, t.Name+":") || strings.Contains(text, t.Name+"(") {
return true
}
}
return false
}
// classifyError returns a short string identifying the error type for the
// turnError hook payload.
func classifyError(err error) string {
var rlErr *backend.RateLimitError
if errors.As(err, &rlErr) {
return "rate_limit"
}
var tuErr *backend.ToolUnsupportedError
if errors.As(err, &tuErr) {
return "tool_unsupported"
}
var coErr *backend.ContextOverflowError
if errors.As(err, &coErr) {
return "context_overflow"
}
var tErr *backend.TransientError
if errors.As(err, &tErr) {
return "transient"
}
return "unknown"
}
// transientWait returns the retry wait for a retryable error and whether it is
// retryable. Rate limits use longer waits; transient/network errors use shorter.
func transientWait(err error, attempt int) (time.Duration, bool) {
var rlErr *backend.RateLimitError
if errors.As(err, &rlErr) {
wait := rlErr.RetryAfter
if wait == 0 {
wait = time.Duration(5<<attempt) * time.Second
}
return wait, true
}
var tErr *backend.TransientError
if errors.As(err, &tErr) {
return time.Duration(2<<attempt) * time.Second, true
}
return 0, false
}
func retryCountdown(ctx context.Context, cfg agentConfig, wait time.Duration) error {
deadline := time.Now().Add(wait)
for {
remaining := time.Until(deadline)
if remaining <= 0 {
return nil
}
secs := int(remaining.Seconds()) + 1
emit(cfg, Event{Role: "retry", Content: fmt.Sprintf("%d", secs)})
select {
case <-ctx.Done():
return ctx.Err()
case <-time.After(min(remaining, time.Second)):
}
}
}