Compare commits

...

10 Commits

Author SHA1 Message Date
mudler
672463b860 collect errors
Signed-off-by: mudler <mudler@localai.io>
2025-04-22 15:53:00 +02:00
Ettore Di Giacinto
0698e16768 Apply suggestions from code review
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-04-22 12:09:24 +02:00
mudler
7fcd5b86b9 feat: allow the agent to perform things concurrently
Signed-off-by: mudler <mudler@localai.io>
2025-04-22 12:08:54 +02:00
dependabot[bot]
9e52438877 chore(deps-dev): bump vite from 6.3.1 to 6.3.2 in /webui/react-ui (#69)
Bumps [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) from 6.3.1 to 6.3.2.
- [Release notes](https://github.com/vitejs/vite/releases)
- [Changelog](https://github.com/vitejs/vite/blob/main/packages/vite/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite/commits/v6.3.2/packages/vite)

---
updated-dependencies:
- dependency-name: vite
  dependency-version: 6.3.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-22 11:44:53 +02:00
Ettore Di Giacinto
c4618896cf chore: default to gemma-3-12b-it-qat (#60)
* chore: default to gemma-3-12b-it-qat

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: simplify tests to run faster

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-22 11:44:42 +02:00
Ettore Di Giacinto
ee1667d51a feat: add history metadata of agent browser (#71)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-21 22:52:04 +02:00
dependabot[bot]
bafd26e92c chore(deps-dev): bump eslint-plugin-react-hooks in /webui/react-ui (#67)
Bumps [eslint-plugin-react-hooks](https://github.com/facebook/react/tree/HEAD/packages/eslint-plugin-react-hooks) from 5.2.0 to 6.0.0.
- [Release notes](https://github.com/facebook/react/releases)
- [Changelog](https://github.com/facebook/react/blob/main/packages/eslint-plugin-react-hooks/CHANGELOG.md)
- [Commits](https://github.com/facebook/react/commits/HEAD/packages/eslint-plugin-react-hooks)

---
updated-dependencies:
- dependency-name: eslint-plugin-react-hooks
  dependency-version: 6.0.0
  dependency-type: direct:development
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-21 21:31:48 +02:00
dependabot[bot]
8ecc18f76f chore(deps-dev): bump react-router-dom in /webui/react-ui (#65)
Bumps [react-router-dom](https://github.com/remix-run/react-router/tree/HEAD/packages/react-router-dom) from 7.5.0 to 7.5.1.
- [Release notes](https://github.com/remix-run/react-router/releases)
- [Changelog](https://github.com/remix-run/react-router/blob/main/packages/react-router-dom/CHANGELOG.md)
- [Commits](https://github.com/remix-run/react-router/commits/react-router-dom@7.5.1/packages/react-router-dom)

---
updated-dependencies:
- dependency-name: react-router-dom
  dependency-version: 7.5.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-21 21:09:56 +02:00
dependabot[bot]
985f07a529 chore(deps): bump github.com/metoro-io/mcp-golang from 0.9.0 to 0.11.0 (#64)
Bumps [github.com/metoro-io/mcp-golang](https://github.com/metoro-io/mcp-golang) from 0.9.0 to 0.11.0.
- [Release notes](https://github.com/metoro-io/mcp-golang/releases)
- [Changelog](https://github.com/metoro-io/mcp-golang/blob/main/.goreleaser.yml)
- [Commits](https://github.com/metoro-io/mcp-golang/compare/v0.9.0...v0.11.0)

---
updated-dependencies:
- dependency-name: github.com/metoro-io/mcp-golang
  dependency-version: 0.11.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-21 21:09:39 +02:00
dependabot[bot]
8b2900c6d8 chore(deps): bump github.com/sashabaranov/go-openai (#63)
Bumps [github.com/sashabaranov/go-openai](https://github.com/sashabaranov/go-openai) from 1.38.1 to 1.38.2.
- [Release notes](https://github.com/sashabaranov/go-openai/releases)
- [Commits](https://github.com/sashabaranov/go-openai/compare/v1.38.1...v1.38.2)

---
updated-dependencies:
- dependency-name: github.com/sashabaranov/go-openai
  dependency-version: 1.38.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
2025-04-21 21:09:16 +02:00
14 changed files with 125 additions and 45 deletions

View File

@@ -9,7 +9,7 @@ cleanup-tests:
docker compose down
tests: prepare-tests
LOCALAGI_MODEL="arcee-agent" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
LOCALAGI_MODEL="gemma-3-12b-it-qat" LOCALAI_API_URL="http://localhost:8081" LOCALAGI_API_URL="http://localhost:8080" $(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --fail-fast -v -r ./...
run-nokb:
$(MAKE) run KBDISABLEINDEX=true

View File

@@ -114,7 +114,7 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
- Supports text, multimodal, and image generation models
- Run with: `docker compose -f docker-compose.nvidia.yaml up`
- Default models:
- Text: `arcee-agent`
- Text: `gemma-3-12b-it-qat`
- Multimodal: `minicpm-v-2_6`
- Image: `sd-1.5-ggml`
- Environment variables:
@@ -130,7 +130,7 @@ LocalAGI supports multiple hardware configurations through Docker Compose profil
- Supports text, multimodal, and image generation models
- Run with: `docker compose -f docker-compose.intel.yaml up`
- Default models:
- Text: `arcee-agent`
- Text: `gemma-3-12b-it-qat`
- Multimodal: `minicpm-v-2_6`
- Image: `sd-1.5-ggml`
- Environment variables:
@@ -161,7 +161,7 @@ docker compose -f docker-compose.intel.yaml up
```
If no models are specified, it will use the defaults:
- Text model: `arcee-agent`
- Text model: `gemma-3-12b-it-qat`
- Multimodal model: `minicpm-v-2_6`
- Image model: `sd-1.5-ggml`

View File

@@ -2,6 +2,7 @@ package agent
import (
"context"
"errors"
"fmt"
"os"
"sync"
@@ -1004,36 +1005,63 @@ func (a *Agent) Run() error {
// Expose a REST API to interact with the agent to ask it things
//todoTimer := time.NewTicker(a.options.periodicRuns)
timer := time.NewTimer(a.options.periodicRuns)
// we fire the periodicalRunner only once.
go a.periodicalRunRunner(timer)
var errs []error
var muErr sync.Mutex
var wg sync.WaitGroup
for i := 0; i <= a.options.parallelJobs; i++ {
xlog.Debug("Starting agent worker", "worker", i)
wg.Add(1)
go func() {
e := a.run(timer)
muErr.Lock()
errs = append(errs, e)
muErr.Unlock()
wg.Done()
}()
}
wg.Wait()
return errors.Join(errs...)
}
func (a *Agent) run(timer *time.Timer) error {
for {
xlog.Debug("Agent is now waiting for a new job", "agent", a.Character.Name)
select {
case job := <-a.jobQueue:
a.loop(timer, job)
if !timer.Stop() {
<-timer.C
}
xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
a.consumeJob(job, UserRole)
timer.Reset(a.options.periodicRuns)
case <-a.context.Done():
// Agent has been canceled, return error
xlog.Warn("Agent has been canceled", "agent", a.Character.Name)
return ErrContextCanceled
}
}
}
func (a *Agent) periodicalRunRunner(timer *time.Timer) {
for {
select {
case <-a.context.Done():
// Agent has been canceled, return error
xlog.Warn("periodicalRunner has been canceled", "agent", a.Character.Name)
return
case <-timer.C:
a.periodicallyRun(timer)
}
}
}
func (a *Agent) loop(timer *time.Timer, job *types.Job) {
// Remember always to reset the timer - if we don't the agent will stop..
defer timer.Reset(a.options.periodicRuns)
// Consume the job and generate a response
// TODO: Give a short-term memory to the agent
// stop and drain the timer
if !timer.Stop() {
<-timer.C
}
xlog.Debug("Agent is consuming a job", "agent", a.Character.Name, "job", job)
a.consumeJob(job, UserRole)
}
func (a *Agent) Observer() Observer {
return a.observer
}

View File

@@ -226,7 +226,10 @@ var _ = Describe("Agent test", func() {
WithLLMAPIKey(apiKeyURL),
WithTimeout("10m"),
WithActions(
actions.NewSearch(map[string]string{}),
&TestAction{response: map[string]string{
"boston": testActionResult,
"milan": testActionResult2,
}},
),
EnablePlanning,
EnableForceReasoning,
@@ -238,18 +241,21 @@ var _ = Describe("Agent test", func() {
defer agent.Stop()
result := agent.Ask(
types.WithText("Thoroughly plan a trip to San Francisco from Venice, Italy; check flight times, visa requirements and whether electrical items are allowed in cabin luggage."),
types.WithText("Use the plan tool to do two actions in sequence: search for the weather in boston and search for the weather in milan"),
)
Expect(len(result.State)).To(BeNumerically(">", 1))
actionsExecuted := []string{}
actionResults := []string{}
for _, r := range result.State {
xlog.Info(r.Result)
actionsExecuted = append(actionsExecuted, r.Action.Definition().Name.String())
actionResults = append(actionResults, r.ActionResult.Result)
}
Expect(actionsExecuted).To(ContainElement("search_internet"), fmt.Sprint(result))
Expect(actionsExecuted).To(ContainElement("get_weather"), fmt.Sprint(result))
Expect(actionsExecuted).To(ContainElement("plan"), fmt.Sprint(result))
Expect(actionResults).To(ContainElement(testActionResult), fmt.Sprint(result))
Expect(actionResults).To(ContainElement(testActionResult2), fmt.Sprint(result))
})
It("Can initiate conversations", func() {

View File

@@ -55,6 +55,7 @@ type options struct {
newConversationsSubscribers []func(openai.ChatCompletionMessage)
observer Observer
parallelJobs int
}
func (o *options) SeparatedMultimodalModel() bool {
@@ -138,6 +139,13 @@ func EnableKnowledgeBaseWithResults(results int) Option {
}
}
func WithParallelJobs(jobs int) Option {
return func(o *options) error {
o.parallelJobs = jobs
return nil
}
}
func WithNewConversationSubscriber(sub func(openai.ChatCompletionMessage)) Option {
return func(o *options) error {
o.newConversationsSubscribers = append(o.newConversationsSubscribers, sub)

View File

@@ -61,6 +61,7 @@ type AgentConfig struct {
SystemPrompt string `json:"system_prompt" form:"system_prompt"`
LongTermMemory bool `json:"long_term_memory" form:"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 {
@@ -260,6 +261,16 @@ func NewAgentConfigMeta(
Step: 1,
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{
{

View File

@@ -466,6 +466,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
opts = append(opts, WithLoopDetectionSteps(config.LoopDetectionSteps))
}
if config.ParallelJobs > 0 {
opts = append(opts, WithParallelJobs(config.ParallelJobs))
}
xlog.Info("Starting agent", "name", name, "config", config)
agent, err := New(opts...)

View File

@@ -7,7 +7,7 @@ services:
# Image list (dockerhub): https://hub.docker.com/r/localai/localai
image: localai/localai:master-ffmpeg-core
command:
- ${MODEL_NAME:-arcee-agent}
- ${MODEL_NAME:-gemma-3-12b-it-qat}
- ${MULTIMODAL_MODEL:-minicpm-v-2_6}
- ${IMAGE_MODEL:-sd-1.5-ggml}
- granite-embedding-107m-multilingual
@@ -59,7 +59,7 @@ services:
- 8080:3000
#image: quay.io/mudler/localagi:master
environment:
- LOCALAGI_MODEL=${MODEL_NAME:-arcee-agent}
- LOCALAGI_MODEL=${MODEL_NAME:-gemma-3-12b-it-qat}
- LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-minicpm-v-2_6}
- LOCALAGI_IMAGE_MODEL=${IMAGE_MODEL:-sd-1.5-ggml}
- LOCALAGI_LLM_API_URL=http://localai:8080

4
go.mod
View File

@@ -15,11 +15,11 @@ require (
github.com/gofiber/template/html/v2 v2.1.3
github.com/google/go-github/v69 v69.2.0
github.com/google/uuid v1.6.0
github.com/metoro-io/mcp-golang v0.9.0
github.com/metoro-io/mcp-golang v0.11.0
github.com/onsi/ginkgo/v2 v2.23.4
github.com/onsi/gomega v1.37.0
github.com/philippgille/chromem-go v0.7.0
github.com/sashabaranov/go-openai v1.38.1
github.com/sashabaranov/go-openai v1.38.2
github.com/slack-go/slack v0.16.0
github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64
github.com/tmc/langchaingo v0.1.13

8
go.sum
View File

@@ -144,8 +144,8 @@ github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D
github.com/mattn/go-runewidth v0.0.9/go.mod h1:H031xJmbD/WCDINGzjvQ9THkh0rPKHF+m2gUSrubnMI=
github.com/mattn/go-runewidth v0.0.16 h1:E5ScNMtiwvlvB5paMFdw9p4kSQzbXFikJ5SQO6TULQc=
github.com/mattn/go-runewidth v0.0.16/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w=
github.com/metoro-io/mcp-golang v0.9.0 h1:GpFENjieZ/KosTu7CE7tyGI/a2FhiG0nandR0d8B3rE=
github.com/metoro-io/mcp-golang v0.9.0/go.mod h1:ifLP9ZzKpN1UqFWNTpAHOqSvNkMK6b7d1FSZ5Lu0lN0=
github.com/metoro-io/mcp-golang v0.11.0 h1:1k+VSE9QaeMTLn0gJ3FgE/DcjsCBsLFnz5eSFbgXUiI=
github.com/metoro-io/mcp-golang v0.11.0/go.mod h1:ifLP9ZzKpN1UqFWNTpAHOqSvNkMK6b7d1FSZ5Lu0lN0=
github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg=
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
@@ -179,8 +179,8 @@ github.com/rogpeppe/go-internal v1.13.2-0.20241226121412-a5dc8ff20d0a h1:w3tdWGK
github.com/rogpeppe/go-internal v1.13.2-0.20241226121412-a5dc8ff20d0a/go.mod h1:S8kfXMp+yh77OxPD4fdM6YUknrZpQxLhvxzS4gDHENY=
github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d h1:hrujxIzL1woJ7AwssoOcM/tq5JjjG2yYOc8odClEiXA=
github.com/saintfish/chardet v0.0.0-20230101081208-5e3ef4b5456d/go.mod h1:uugorj2VCxiV1x+LzaIdVa9b4S4qGAcH6cbhh4qVxOU=
github.com/sashabaranov/go-openai v1.38.1 h1:TtZabbFQZa1nEni/IhVtDF/WQjVqDgd+cWR5OeddzF8=
github.com/sashabaranov/go-openai v1.38.1/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sashabaranov/go-openai v1.38.2 h1:akrssjj+6DY3lWuDwHv6cBvJ8Z+FZDM9XEaaYFt0Auo=
github.com/sashabaranov/go-openai v1.38.2/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/slack-go/slack v0.16.0 h1:khp/WCFv+Hb/B/AJaAwvcxKun0hM6grN0bUZ8xG60P8=
github.com/slack-go/slack v0.16.0/go.mod h1:hlGi5oXA+Gt+yWTPP0plCdRKmjsDxecdHxYQdlMQKOw=
github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf h1:pvbZ0lM0XWPBqUKqFU8cmavspvIl9nulOYwdy6IFRRo=

View File

@@ -33,6 +33,8 @@ type StateDescription struct {
CurrentURL string `json:"current_url"`
PageTitle string `json:"page_title"`
PageContentDescription string `json:"page_content_description"`
Screenshot string `json:"screenshot"`
ScreenshotMimeType string `json:"screenshot_mime_type"` // MIME type of the screenshot (e.g., "image/png")
}
// StateHistory represents the complete history of states during agent execution

View File

@@ -62,6 +62,7 @@ func (b *BrowserAgentRunner) Run(ctx context.Context, params types.ActionParams)
return types.ActionResult{
Result: fmt.Sprintf("Browser agent completed successfully. History:\n%s", historyStr),
Metadata: map[string]interface{}{"browser_agent_history": stateHistory},
}, nil
}

View File

@@ -14,11 +14,11 @@
"@types/react-dom": "^19.1.2",
"@vitejs/plugin-react": "^4.4.0",
"eslint": "^9.24.0",
"eslint-plugin-react-hooks": "^5.2.0",
"eslint-plugin-react-hooks": "^6.0.0",
"eslint-plugin-react-refresh": "^0.4.19",
"globals": "^16.0.0",
"react-router-dom": "^7.5.0",
"vite": "^6.3.1",
"react-router-dom": "^7.5.1",
"vite": "^6.3.2",
},
},
},
@@ -33,14 +33,26 @@
"@babel/generator": ["@babel/generator@7.27.0", "", { "dependencies": { "@babel/parser": "^7.27.0", "@babel/types": "^7.27.0", "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.25", "jsesc": "^3.0.2" } }, "sha512-VybsKvpiN1gU1sdMZIp7FcqphVVKEwcuj02x73uvcHE0PTihx1nlBcowYWhDwjpoAXRv43+gDzyggGnn1XZhVw=="],
"@babel/helper-annotate-as-pure": ["@babel/helper-annotate-as-pure@7.25.9", "", { "dependencies": { "@babel/types": "^7.25.9" } }, "sha512-gv7320KBUFJz1RnylIg5WWYPRXKZ884AGkYpgpWW02TH66Dl+HaC1t1CKd0z3R4b6hdYEcmrNZHUmfCP+1u3/g=="],
"@babel/helper-compilation-targets": ["@babel/helper-compilation-targets@7.27.0", "", { "dependencies": { "@babel/compat-data": "^7.26.8", "@babel/helper-validator-option": "^7.25.9", "browserslist": "^4.24.0", "lru-cache": "^5.1.1", "semver": "^6.3.1" } }, "sha512-LVk7fbXml0H2xH34dFzKQ7TDZ2G4/rVTOrq9V+icbbadjbVxxeFeDsNHv2SrZeWoA+6ZiTyWYWtScEIW07EAcA=="],
"@babel/helper-create-class-features-plugin": ["@babel/helper-create-class-features-plugin@7.27.0", "", { "dependencies": { "@babel/helper-annotate-as-pure": "^7.25.9", "@babel/helper-member-expression-to-functions": "^7.25.9", "@babel/helper-optimise-call-expression": "^7.25.9", "@babel/helper-replace-supers": "^7.26.5", "@babel/helper-skip-transparent-expression-wrappers": "^7.25.9", "@babel/traverse": "^7.27.0", "semver": "^6.3.1" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-vSGCvMecvFCd/BdpGlhpXYNhhC4ccxyvQWpbGL4CWbvfEoLFWUZuSuf7s9Aw70flgQF+6vptvgK2IfOnKlRmBg=="],
"@babel/helper-member-expression-to-functions": ["@babel/helper-member-expression-to-functions@7.25.9", "", { "dependencies": { "@babel/traverse": "^7.25.9", "@babel/types": "^7.25.9" } }, "sha512-wbfdZ9w5vk0C0oyHqAJbc62+vet5prjj01jjJ8sKn3j9h3MQQlflEdXYvuqRWjHnM12coDEqiC1IRCi0U/EKwQ=="],
"@babel/helper-module-imports": ["@babel/helper-module-imports@7.25.9", "", { "dependencies": { "@babel/traverse": "^7.25.9", "@babel/types": "^7.25.9" } }, "sha512-tnUA4RsrmflIM6W6RFTLFSXITtl0wKjgpnLgXyowocVPrbYrLUXSBXDgTs8BlbmIzIdlBySRQjINYs2BAkiLtw=="],
"@babel/helper-module-transforms": ["@babel/helper-module-transforms@7.26.0", "", { "dependencies": { "@babel/helper-module-imports": "^7.25.9", "@babel/helper-validator-identifier": "^7.25.9", "@babel/traverse": "^7.25.9" }, "peerDependencies": { "@babel/core": "^7.0.0" } }, "sha512-xO+xu6B5K2czEnQye6BHA7DolFFmS3LB7stHZFaOLb1pAwO1HWLS8fXA+eh0A2yIvltPVmx3eNNDBJA2SLHXFw=="],
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View File

@@ -20,10 +20,10 @@
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}
}