Compare commits
4 Commits
feat/paral
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readme-obs
| Author | SHA1 | Date | |
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92688cf498 | ||
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ce997d2425 | ||
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56cd0e05ca | ||
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25bb3fb123 |
@@ -2,7 +2,7 @@
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<img src="./webui/react-ui/public/logo_1.png" alt="LocalAGI Logo" width="220"/>
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<img src="./webui/react-ui/public/logo_1.png" alt="LocalAGI Logo" width="220"/>
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||||||
</p>
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</p>
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||||||
|
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<h3 align="center"><em>Your AI. Your Hardware. Your Rules.</em></h3>
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<h3 align="center"><em>Your AI. Your Hardware. Your Rules</em></h3>
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<div align="center">
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<div align="center">
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@@ -13,9 +13,9 @@
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</div>
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</div>
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We empower you building AI Agents that you can run locally, without coding.
|
Create customizable AI assistants, automations, chat bots and agents that run 100% locally. No need for agentic Python libraries or cloud service keys, just bring your GPU (or even just CPU) and a web browser.
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||||||
|
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||||||
**LocalAGI** is a powerful, self-hostable AI Agent platform designed for maximum privacy and flexibility. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
|
**LocalAGI** is a powerful, self-hostable AI Agent platform that allows you to design AI automations without writing code. A complete drop-in replacement for OpenAI's Responses APIs with advanced agentic capabilities. No clouds. No data leaks. Just pure local AI that works on consumer-grade hardware (CPU and GPU).
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## 🛡️ Take Back Your Privacy
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## 🛡️ Take Back Your Privacy
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@@ -37,6 +37,7 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
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- 🖼 **Multimodal Support**: Ready for vision, text, and more.
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- 🖼 **Multimodal Support**: Ready for vision, text, and more.
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- 🔧 **Extensible Custom Actions**: Easily script dynamic agent behaviors in Go (interpreted, no compilation!).
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- 🔧 **Extensible Custom Actions**: Easily script dynamic agent behaviors in Go (interpreted, no compilation!).
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||||||
- 🛠 **Fully Customizable Models**: Use your own models or integrate seamlessly with [LocalAI](https://github.com/mudler/LocalAI).
|
- 🛠 **Fully Customizable Models**: Use your own models or integrate seamlessly with [LocalAI](https://github.com/mudler/LocalAI).
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- 📊 **Observability**: Monitor agent status and view detailed observable updates in real-time.
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## 🛠️ Quickstart
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## 🛠️ Quickstart
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@@ -194,6 +195,8 @@ LocalAGI is part of the powerful Local family of privacy-focused AI tools:
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### Connectors Ready-to-Go
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### Connectors Ready-to-Go
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@@ -2,6 +2,7 @@ package agent
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import (
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import (
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"context"
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"context"
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"errors"
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"fmt"
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"fmt"
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"os"
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"os"
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"sync"
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"sync"
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@@ -989,7 +990,6 @@ func (a *Agent) periodicallyRun(timer *time.Timer) {
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}
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}
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|
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func (a *Agent) Run() error {
|
func (a *Agent) Run() error {
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|
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a.startNewConversationsConsumer()
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a.startNewConversationsConsumer()
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xlog.Debug("Agent is now running", "agent", a.Character.Name)
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xlog.Debug("Agent is now running", "agent", a.Character.Name)
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// The agent run does two things:
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// The agent run does two things:
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@@ -1004,36 +1004,68 @@ func (a *Agent) Run() error {
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|
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// Expose a REST API to interact with the agent to ask it things
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// Expose a REST API to interact with the agent to ask it things
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|
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//todoTimer := time.NewTicker(a.options.periodicRuns)
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timer := time.NewTimer(a.options.periodicRuns)
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timer := time.NewTimer(a.options.periodicRuns)
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// we fire the periodicalRunner only once.
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go a.periodicalRunRunner(timer)
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var errs []error
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var muErr sync.Mutex
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var wg sync.WaitGroup
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parallelJobs := a.options.parallelJobs
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if a.options.parallelJobs == 0 {
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parallelJobs = 1
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}
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for i := 0; i < parallelJobs; i++ {
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xlog.Debug("Starting agent worker", "worker", i)
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wg.Add(1)
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|
go func() {
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e := a.run(timer)
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muErr.Lock()
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errs = append(errs, e)
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muErr.Unlock()
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wg.Done()
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|
}()
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}
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wg.Wait()
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return errors.Join(errs...)
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|
}
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|
func (a *Agent) run(timer *time.Timer) error {
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for {
|
for {
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xlog.Debug("Agent is now waiting for a new job", "agent", a.Character.Name)
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xlog.Debug("Agent is now waiting for a new job", "agent", a.Character.Name)
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select {
|
select {
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case job := <-a.jobQueue:
|
case job := <-a.jobQueue:
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a.loop(timer, job)
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if !timer.Stop() {
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|
<-timer.C
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|
}
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xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
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a.consumeJob(job, UserRole)
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timer.Reset(a.options.periodicRuns)
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case <-a.context.Done():
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case <-a.context.Done():
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// Agent has been canceled, return error
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// Agent has been canceled, return error
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xlog.Warn("Agent has been canceled", "agent", a.Character.Name)
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xlog.Warn("Agent has been canceled", "agent", a.Character.Name)
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return ErrContextCanceled
|
return ErrContextCanceled
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|
}
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|
}
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|
}
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func (a *Agent) periodicalRunRunner(timer *time.Timer) {
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|
for {
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|
select {
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|
case <-a.context.Done():
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|
// Agent has been canceled, return error
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|
xlog.Warn("periodicalRunner has been canceled", "agent", a.Character.Name)
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|
return
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case <-timer.C:
|
case <-timer.C:
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a.periodicallyRun(timer)
|
a.periodicallyRun(timer)
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}
|
}
|
||||||
}
|
}
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||||||
}
|
}
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func (a *Agent) loop(timer *time.Timer, job *types.Job) {
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// Remember always to reset the timer - if we don't the agent will stop..
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defer timer.Reset(a.options.periodicRuns)
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// Consume the job and generate a response
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// TODO: Give a short-term memory to the agent
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// stop and drain the timer
|
|
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if !timer.Stop() {
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<-timer.C
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|
||||||
}
|
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||||||
xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
|
|
||||||
a.consumeJob(job, UserRole)
|
|
||||||
}
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||||||
|
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||||||
func (a *Agent) Observer() Observer {
|
func (a *Agent) Observer() Observer {
|
||||||
return a.observer
|
return a.observer
|
||||||
}
|
}
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||||||
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|||||||
@@ -36,7 +36,8 @@ func NewSSEObserver(agent string, manager sse.Manager) *SSEObserver {
|
|||||||
}
|
}
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||||||
|
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||||||
func (s *SSEObserver) NewObservable() *types.Observable {
|
func (s *SSEObserver) NewObservable() *types.Observable {
|
||||||
id := atomic.AddInt32(&s.maxID, 1)
|
id := atomic.AddInt32(&s.maxID, 1)
|
||||||
|
|
||||||
return &types.Observable{
|
return &types.Observable{
|
||||||
ID: id - 1,
|
ID: id - 1,
|
||||||
Agent: s.agent,
|
Agent: s.agent,
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||||||
|
|||||||
@@ -54,7 +54,8 @@ type options struct {
|
|||||||
|
|
||||||
newConversationsSubscribers []func(openai.ChatCompletionMessage)
|
newConversationsSubscribers []func(openai.ChatCompletionMessage)
|
||||||
|
|
||||||
observer Observer
|
observer Observer
|
||||||
|
parallelJobs int
|
||||||
}
|
}
|
||||||
|
|
||||||
func (o *options) SeparatedMultimodalModel() bool {
|
func (o *options) SeparatedMultimodalModel() bool {
|
||||||
@@ -63,6 +64,7 @@ func (o *options) SeparatedMultimodalModel() bool {
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|||||||
|
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||||||
func defaultOptions() *options {
|
func defaultOptions() *options {
|
||||||
return &options{
|
return &options{
|
||||||
|
parallelJobs: 1,
|
||||||
periodicRuns: 15 * time.Minute,
|
periodicRuns: 15 * time.Minute,
|
||||||
LLMAPI: llmOptions{
|
LLMAPI: llmOptions{
|
||||||
APIURL: "http://localhost:8080",
|
APIURL: "http://localhost:8080",
|
||||||
@@ -138,6 +140,13 @@ func EnableKnowledgeBaseWithResults(results int) Option {
|
|||||||
}
|
}
|
||||||
}
|
}
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||||||
|
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||||||
|
func WithParallelJobs(jobs int) Option {
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||||||
|
return func(o *options) error {
|
||||||
|
o.parallelJobs = jobs
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
func WithNewConversationSubscriber(sub func(openai.ChatCompletionMessage)) Option {
|
func WithNewConversationSubscriber(sub func(openai.ChatCompletionMessage)) Option {
|
||||||
return func(o *options) error {
|
return func(o *options) error {
|
||||||
o.newConversationsSubscribers = append(o.newConversationsSubscribers, sub)
|
o.newConversationsSubscribers = append(o.newConversationsSubscribers, sub)
|
||||||
|
|||||||
@@ -25,6 +25,7 @@ var _ = Describe("Agent test", func() {
|
|||||||
agent, err = New(
|
agent, err = New(
|
||||||
WithLLMAPIURL(apiURL),
|
WithLLMAPIURL(apiURL),
|
||||||
WithModel(testModel),
|
WithModel(testModel),
|
||||||
|
WithTimeout("10m"),
|
||||||
WithRandomIdentity(),
|
WithRandomIdentity(),
|
||||||
)
|
)
|
||||||
Expect(err).ToNot(HaveOccurred())
|
Expect(err).ToNot(HaveOccurred())
|
||||||
|
|||||||
@@ -61,6 +61,7 @@ type AgentConfig struct {
|
|||||||
SystemPrompt string `json:"system_prompt" form:"system_prompt"`
|
SystemPrompt string `json:"system_prompt" form:"system_prompt"`
|
||||||
LongTermMemory bool `json:"long_term_memory" form:"long_term_memory"`
|
LongTermMemory bool `json:"long_term_memory" form:"long_term_memory"`
|
||||||
SummaryLongTermMemory bool `json:"summary_long_term_memory" form:"summary_long_term_memory"`
|
SummaryLongTermMemory bool `json:"summary_long_term_memory" form:"summary_long_term_memory"`
|
||||||
|
ParallelJobs int `json:"parallel_jobs" form:"parallel_jobs"`
|
||||||
}
|
}
|
||||||
|
|
||||||
type AgentConfigMeta struct {
|
type AgentConfigMeta struct {
|
||||||
@@ -260,6 +261,16 @@ func NewAgentConfigMeta(
|
|||||||
Step: 1,
|
Step: 1,
|
||||||
Tags: config.Tags{Section: "AdvancedSettings"},
|
Tags: config.Tags{Section: "AdvancedSettings"},
|
||||||
},
|
},
|
||||||
|
{
|
||||||
|
Name: "parallel_jobs",
|
||||||
|
Label: "Parallel Jobs",
|
||||||
|
Type: "number",
|
||||||
|
DefaultValue: 5,
|
||||||
|
Min: 1,
|
||||||
|
Step: 1,
|
||||||
|
HelpText: "Number of concurrent tasks that can run in parallel",
|
||||||
|
Tags: config.Tags{Section: "AdvancedSettings"},
|
||||||
|
},
|
||||||
},
|
},
|
||||||
MCPServers: []config.Field{
|
MCPServers: []config.Field{
|
||||||
{
|
{
|
||||||
|
|||||||
@@ -166,7 +166,56 @@ func (a *AgentPool) CreateAgent(name string, agentConfig *AgentConfig) error {
|
|||||||
}
|
}
|
||||||
}(a.pool[name])
|
}(a.pool[name])
|
||||||
|
|
||||||
return a.startAgentWithConfig(name, agentConfig)
|
return a.startAgentWithConfig(name, agentConfig, nil)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (a *AgentPool) RecreateAgent(name string, agentConfig *AgentConfig) error {
|
||||||
|
a.Lock()
|
||||||
|
defer a.Unlock()
|
||||||
|
|
||||||
|
oldAgent := a.agents[name]
|
||||||
|
var o *types.Observable
|
||||||
|
obs := oldAgent.Observer()
|
||||||
|
if obs != nil {
|
||||||
|
o = obs.NewObservable()
|
||||||
|
o.Name = "Restarting Agent"
|
||||||
|
o.Icon = "sync"
|
||||||
|
o.Creation = &types.Creation{}
|
||||||
|
obs.Update(*o)
|
||||||
|
}
|
||||||
|
|
||||||
|
stateFile, characterFile := a.stateFiles(name)
|
||||||
|
|
||||||
|
os.Remove(stateFile)
|
||||||
|
os.Remove(characterFile)
|
||||||
|
|
||||||
|
oldAgent.Stop()
|
||||||
|
|
||||||
|
a.pool[name] = *agentConfig
|
||||||
|
delete(a.agents, name)
|
||||||
|
|
||||||
|
if err := a.save(); err != nil {
|
||||||
|
if obs != nil {
|
||||||
|
o.Completion = &types.Completion{Error: err.Error()}
|
||||||
|
obs.Update(*o)
|
||||||
|
}
|
||||||
|
return err
|
||||||
|
}
|
||||||
|
|
||||||
|
if err := a.startAgentWithConfig(name, agentConfig, obs); err != nil {
|
||||||
|
if obs != nil {
|
||||||
|
o.Completion = &types.Completion{Error: err.Error()}
|
||||||
|
obs.Update(*o)
|
||||||
|
}
|
||||||
|
return err
|
||||||
|
}
|
||||||
|
|
||||||
|
if obs != nil {
|
||||||
|
o.Completion = &types.Completion{}
|
||||||
|
obs.Update(*o)
|
||||||
|
}
|
||||||
|
|
||||||
|
return nil
|
||||||
}
|
}
|
||||||
|
|
||||||
func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agent AgentConfig) error {
|
func createAgentAvatar(APIURL, APIKey, model, imageModel, avatarDir string, agent AgentConfig) error {
|
||||||
@@ -268,8 +317,13 @@ func (a *AgentPool) GetStatusHistory(name string) *Status {
|
|||||||
return a.agentStatus[name]
|
return a.agentStatus[name]
|
||||||
}
|
}
|
||||||
|
|
||||||
func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error {
|
func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig, obs Observer) error {
|
||||||
manager := sse.NewManager(5)
|
var manager sse.Manager
|
||||||
|
if m, ok := a.managers[name]; ok {
|
||||||
|
manager = m
|
||||||
|
} else {
|
||||||
|
manager = sse.NewManager(5)
|
||||||
|
}
|
||||||
ctx := context.Background()
|
ctx := context.Background()
|
||||||
model := a.defaultModel
|
model := a.defaultModel
|
||||||
multimodalModel := a.defaultMultimodalModel
|
multimodalModel := a.defaultMultimodalModel
|
||||||
@@ -331,6 +385,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
|
|||||||
// dynamicPrompts = append(dynamicPrompts, p.ToMap())
|
// dynamicPrompts = append(dynamicPrompts, p.ToMap())
|
||||||
// }
|
// }
|
||||||
|
|
||||||
|
if obs == nil {
|
||||||
|
obs = NewSSEObserver(name, manager)
|
||||||
|
}
|
||||||
|
|
||||||
opts := []Option{
|
opts := []Option{
|
||||||
WithModel(model),
|
WithModel(model),
|
||||||
WithLLMAPIURL(a.apiURL),
|
WithLLMAPIURL(a.apiURL),
|
||||||
@@ -407,7 +465,7 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
|
|||||||
c.AgentResultCallback()(state)
|
c.AgentResultCallback()(state)
|
||||||
}
|
}
|
||||||
}),
|
}),
|
||||||
WithObserver(NewSSEObserver(name, manager)),
|
WithObserver(obs),
|
||||||
}
|
}
|
||||||
|
|
||||||
if config.HUD {
|
if config.HUD {
|
||||||
@@ -466,6 +524,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
|
|||||||
opts = append(opts, WithLoopDetectionSteps(config.LoopDetectionSteps))
|
opts = append(opts, WithLoopDetectionSteps(config.LoopDetectionSteps))
|
||||||
}
|
}
|
||||||
|
|
||||||
|
if config.ParallelJobs > 0 {
|
||||||
|
opts = append(opts, WithParallelJobs(config.ParallelJobs))
|
||||||
|
}
|
||||||
|
|
||||||
xlog.Info("Starting agent", "name", name, "config", config)
|
xlog.Info("Starting agent", "name", name, "config", config)
|
||||||
|
|
||||||
agent, err := New(opts...)
|
agent, err := New(opts...)
|
||||||
@@ -510,7 +572,7 @@ func (a *AgentPool) StartAll() error {
|
|||||||
if a.agents[name] != nil { // Agent already started
|
if a.agents[name] != nil { // Agent already started
|
||||||
continue
|
continue
|
||||||
}
|
}
|
||||||
if err := a.startAgentWithConfig(name, &config); err != nil {
|
if err := a.startAgentWithConfig(name, &config, nil); err != nil {
|
||||||
xlog.Error("Failed to start agent", "name", name, "error", err)
|
xlog.Error("Failed to start agent", "name", name, "error", err)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -548,7 +610,7 @@ func (a *AgentPool) Start(name string) error {
|
|||||||
return nil
|
return nil
|
||||||
}
|
}
|
||||||
if config, ok := a.pool[name]; ok {
|
if config, ok := a.pool[name]; ok {
|
||||||
return a.startAgentWithConfig(name, &config)
|
return a.startAgentWithConfig(name, &config, nil)
|
||||||
}
|
}
|
||||||
|
|
||||||
return fmt.Errorf("agent %s not found", name)
|
return fmt.Errorf("agent %s not found", name)
|
||||||
|
|||||||
@@ -77,8 +77,9 @@ func (i *IRC) Start(a *agent.Agent) {
|
|||||||
}
|
}
|
||||||
i.conn.UseTLS = false
|
i.conn.UseTLS = false
|
||||||
i.conn.AddCallback("001", func(e *irc.Event) {
|
i.conn.AddCallback("001", func(e *irc.Event) {
|
||||||
xlog.Info("Connected to IRC server", "server", i.server)
|
xlog.Info("Connected to IRC server", "server", i.server, "arguments", e.Arguments)
|
||||||
i.conn.Join(i.channel)
|
i.conn.Join(i.channel)
|
||||||
|
i.nickname = e.Arguments[0]
|
||||||
xlog.Info("Joined channel", "channel", i.channel)
|
xlog.Info("Joined channel", "channel", i.channel)
|
||||||
})
|
})
|
||||||
|
|
||||||
@@ -207,6 +208,13 @@ func (i *IRC) Start(a *agent.Agent) {
|
|||||||
|
|
||||||
// Start the IRC client in a goroutine
|
// Start the IRC client in a goroutine
|
||||||
go i.conn.Loop()
|
go i.conn.Loop()
|
||||||
|
go func() {
|
||||||
|
select {
|
||||||
|
case <-a.Context().Done():
|
||||||
|
i.conn.Quit()
|
||||||
|
return
|
||||||
|
}
|
||||||
|
}()
|
||||||
}
|
}
|
||||||
|
|
||||||
// IRCConfigMeta returns the metadata for IRC connector configuration fields
|
// IRCConfigMeta returns the metadata for IRC connector configuration fields
|
||||||
|
|||||||
12
webui/app.go
12
webui/app.go
@@ -176,17 +176,7 @@ func (a *App) UpdateAgentConfig(pool *state.AgentPool) func(c *fiber.Ctx) error
|
|||||||
return errorJSONMessage(c, err.Error())
|
return errorJSONMessage(c, err.Error())
|
||||||
}
|
}
|
||||||
|
|
||||||
// Remove the agent first
|
if err := pool.RecreateAgent(agentName, &newConfig); err != nil {
|
||||||
if err := pool.Remove(agentName); err != nil {
|
|
||||||
return errorJSONMessage(c, "Error removing agent: "+err.Error())
|
|
||||||
}
|
|
||||||
|
|
||||||
// Create agent with new config
|
|
||||||
if err := pool.CreateAgent(agentName, &newConfig); err != nil {
|
|
||||||
// Try to restore the old configuration if update fails
|
|
||||||
if restoreErr := pool.CreateAgent(agentName, oldConfig); restoreErr != nil {
|
|
||||||
return errorJSONMessage(c, fmt.Sprintf("Failed to update agent and restore failed: %v, %v", err, restoreErr))
|
|
||||||
}
|
|
||||||
return errorJSONMessage(c, "Error updating agent: "+err.Error())
|
return errorJSONMessage(c, "Error updating agent: "+err.Error())
|
||||||
}
|
}
|
||||||
|
|
||||||
|
|||||||
@@ -99,8 +99,17 @@ function AgentStatus() {
|
|||||||
creation: data.creation,
|
creation: data.creation,
|
||||||
progress: data.progress,
|
progress: data.progress,
|
||||||
completion: data.completion,
|
completion: data.completion,
|
||||||
// children are always built client-side
|
|
||||||
};
|
};
|
||||||
|
// Events can be received out of order
|
||||||
|
if (data.creation)
|
||||||
|
updated.creation = data.creation;
|
||||||
|
if (data.completion)
|
||||||
|
updated.completion = data.completion;
|
||||||
|
if (data.parent_id && !prevMap[data.parent_id])
|
||||||
|
prevMap[data.parent_id] = {
|
||||||
|
id: data.parent_id,
|
||||||
|
name: "unknown",
|
||||||
|
};
|
||||||
const newMap = { ...prevMap, [data.id]: updated };
|
const newMap = { ...prevMap, [data.id]: updated };
|
||||||
setObservableTree(buildObservableTree(newMap));
|
setObservableTree(buildObservableTree(newMap));
|
||||||
return newMap;
|
return newMap;
|
||||||
|
|||||||
Reference in New Issue
Block a user