picoclaw/pkg/agent/instance.go

244 lines
6.6 KiB
Go

package agent
import (
"log"
"os"
"path/filepath"
"strings"
"github.com/sipeed/picoclaw/pkg/agent/sandbox"
"github.com/sipeed/picoclaw/pkg/config"
"github.com/sipeed/picoclaw/pkg/providers"
"github.com/sipeed/picoclaw/pkg/routing"
"github.com/sipeed/picoclaw/pkg/session"
"github.com/sipeed/picoclaw/pkg/tools"
)
// AgentInstance represents a fully configured agent with its own workspace,
// session manager, context builder, and tool registry.
type AgentInstance struct {
ID string
Name string
Model string
Fallbacks []string
Workspace string
MaxIterations int
MaxTokens int
Temperature float64
ContextWindow int
Provider providers.LLMProvider
Sessions *session.SessionManager
ContextBuilder *ContextBuilder
Tools *tools.ToolRegistry
SandboxManager sandbox.Manager
Subagents *config.SubagentsConfig
SkillsFilter []string
Candidates []providers.FallbackCandidate
}
// NewAgentInstance creates an agent instance from config.
func NewAgentInstance(
agentCfg *config.AgentConfig,
defaults *config.AgentDefaults,
cfg *config.Config,
provider providers.LLMProvider,
) *AgentInstance {
workspace := resolveAgentWorkspace(agentCfg, defaults)
os.MkdirAll(workspace, 0o755)
model := resolveAgentModel(agentCfg, defaults)
fallbacks := resolveAgentFallbacks(agentCfg, defaults)
agentID := routing.DefaultAgentID
agentName := ""
var subagents *config.SubagentsConfig
var skillsFilter []string
if agentCfg != nil {
agentID = routing.NormalizeAgentID(agentCfg.ID)
agentName = agentCfg.Name
subagents = agentCfg.Subagents
skillsFilter = agentCfg.Skills
}
restrict := defaults.RestrictToWorkspace
roContainer := isContainerReadOnlySandbox(cfg)
toolsRegistry := tools.NewToolRegistry()
sandboxManager := sandbox.NewFromConfigWithAgent(workspace, restrict, cfg, agentID)
isToolEnabled := func(toolName string) bool {
if isSandboxModeOff(cfg) {
return true
}
return sandbox.IsToolSandboxEnabled(cfg, toolName)
}
if isToolEnabled("read_file") {
toolsRegistry.Register(tools.NewReadFileTool(workspace, restrict))
}
if !roContainer && isToolEnabled("write_file") {
toolsRegistry.Register(tools.NewWriteFileTool(workspace, restrict))
}
if isToolEnabled("list_dir") {
toolsRegistry.Register(tools.NewListDirTool(workspace, restrict))
}
if isToolEnabled("exec") {
execTool, err := tools.NewExecToolWithConfig(workspace, restrict, cfg)
if err != nil {
log.Fatalf("Critical error: unable to initialize exec tool: %v", err)
}
toolsRegistry.Register(execTool)
}
if !roContainer {
if isToolEnabled("edit_file") {
toolsRegistry.Register(tools.NewEditFileTool(workspace, restrict))
}
if isToolEnabled("append_file") {
toolsRegistry.Register(tools.NewAppendFileTool(workspace, restrict))
}
}
sessionsDir := filepath.Join(workspace, "sessions")
sessionsManager := session.NewSessionManager(sessionsDir)
contextBuilder := NewContextBuilder(workspace)
maxIter := defaults.MaxToolIterations
if maxIter == 0 {
maxIter = 20
}
maxTokens := defaults.MaxTokens
if maxTokens == 0 {
maxTokens = 8192
}
temperature := 0.7
if defaults.Temperature != nil {
temperature = *defaults.Temperature
}
modelCfg := providers.ModelConfig{
Primary: model,
Fallbacks: fallbacks,
}
resolveFromModelList := func(raw string) (string, bool) {
ensureProtocol := func(model string) string {
model = strings.TrimSpace(model)
if model == "" {
return ""
}
if strings.Contains(model, "/") {
return model
}
return "openai/" + model
}
raw = strings.TrimSpace(raw)
if raw == "" {
return "", false
}
if cfg != nil {
if mc, err := cfg.GetModelConfig(raw); err == nil && mc != nil && strings.TrimSpace(mc.Model) != "" {
return ensureProtocol(mc.Model), true
}
for i := range cfg.ModelList {
fullModel := strings.TrimSpace(cfg.ModelList[i].Model)
if fullModel == "" {
continue
}
if fullModel == raw {
return ensureProtocol(fullModel), true
}
_, modelID := providers.ExtractProtocol(fullModel)
if modelID == raw {
return ensureProtocol(fullModel), true
}
}
}
return "", false
}
candidates := providers.ResolveCandidatesWithLookup(modelCfg, defaults.Provider, resolveFromModelList)
return &AgentInstance{
ID: agentID,
Name: agentName,
Model: model,
Fallbacks: fallbacks,
Workspace: workspace,
MaxIterations: maxIter,
MaxTokens: maxTokens,
Temperature: temperature,
ContextWindow: maxTokens,
Provider: provider,
Sessions: sessionsManager,
ContextBuilder: contextBuilder,
Tools: toolsRegistry,
SandboxManager: sandboxManager,
Subagents: subagents,
SkillsFilter: skillsFilter,
Candidates: candidates,
}
}
// resolveAgentWorkspace determines the workspace directory for an agent.
func resolveAgentWorkspace(agentCfg *config.AgentConfig, defaults *config.AgentDefaults) string {
if agentCfg != nil && strings.TrimSpace(agentCfg.Workspace) != "" {
return expandHome(strings.TrimSpace(agentCfg.Workspace))
}
defaultWS := expandHome(defaults.Workspace)
if agentCfg == nil || agentCfg.Default || agentCfg.ID == "" || routing.NormalizeAgentID(agentCfg.ID) == "main" {
return defaultWS
}
parent := filepath.Dir(defaultWS)
id := routing.NormalizeAgentID(agentCfg.ID)
return filepath.Join(parent, "workspace-"+id)
}
// resolveAgentModel resolves the primary model for an agent.
func resolveAgentModel(agentCfg *config.AgentConfig, defaults *config.AgentDefaults) string {
if agentCfg != nil && agentCfg.Model != nil && strings.TrimSpace(agentCfg.Model.Primary) != "" {
return strings.TrimSpace(agentCfg.Model.Primary)
}
return defaults.GetModelName()
}
// resolveAgentFallbacks resolves the fallback models for an agent.
func resolveAgentFallbacks(agentCfg *config.AgentConfig, defaults *config.AgentDefaults) []string {
if agentCfg != nil && agentCfg.Model != nil && agentCfg.Model.Fallbacks != nil {
return agentCfg.Model.Fallbacks
}
return defaults.ModelFallbacks
}
func isContainerReadOnlySandbox(cfg *config.Config) bool {
if cfg == nil {
return false
}
return cfg.Agents.Defaults.Sandbox.Mode == config.SandboxModeAll &&
cfg.Agents.Defaults.Sandbox.WorkspaceAccess == config.WorkspaceAccessRO
}
func isSandboxModeOff(cfg *config.Config) bool {
if cfg == nil {
return false
}
return cfg.Agents.Defaults.Sandbox.Mode == config.SandboxModeOff
}
func expandHome(path string) string {
if path == "" {
return path
}
if path[0] == '~' {
home, _ := os.UserHomeDir()
if len(path) > 1 && path[1] == '/' {
return home + path[1:]
}
return home
}
return path
}