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15 Commits

Author SHA1 Message Date
Richard Palethorpe
9e40eea438 feat(api): Handle tool calls in responses API
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-06-12 16:48:31 +01:00
dependabot[bot]
863c6f3dcb chore(deps-dev): bump @vitejs/plugin-react from 4.5.0 to 4.5.1 in /webui/react-ui (#206)
chore(deps-dev): bump @vitejs/plugin-react in /webui/react-ui

Bumps [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/tree/HEAD/packages/plugin-react) from 4.5.0 to 4.5.1.
- [Release notes](https://github.com/vitejs/vite-plugin-react/releases)
- [Changelog](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react/CHANGELOG.md)
- [Commits](https://github.com/vitejs/vite-plugin-react/commits/plugin-react@4.5.1/packages/plugin-react)

---
updated-dependencies:
- dependency-name: "@vitejs/plugin-react"
  dependency-version: 4.5.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2025-06-10 17:04:20 +00:00
dependabot[bot]
2a6378764b chore(deps): bump github.com/sashabaranov/go-openai from 1.40.0 to 1.40.1 (#196)
chore(deps): bump github.com/sashabaranov/go-openai

Bumps [github.com/sashabaranov/go-openai](https://github.com/sashabaranov/go-openai) from 1.40.0 to 1.40.1.
- [Release notes](https://github.com/sashabaranov/go-openai/releases)
- [Commits](https://github.com/sashabaranov/go-openai/compare/v1.40.0...v1.40.1)

---
updated-dependencies:
- dependency-name: github.com/sashabaranov/go-openai
  dependency-version: 1.40.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-06-10 16:41:11 +00:00
dependabot[bot]
da7cb91f83 chore(deps-dev): bump @types/react-dom from 19.1.5 to 19.1.6 in /webui/react-ui (#205)
chore(deps-dev): bump @types/react-dom in /webui/react-ui

Bumps [@types/react-dom](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/react-dom) from 19.1.5 to 19.1.6.
- [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases)
- [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/react-dom)

---
updated-dependencies:
- dependency-name: "@types/react-dom"
  dependency-version: 19.1.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2025-06-10 18:34:49 +02:00
Richard Palethorpe
13e0f12c1b fix(api): Use RawMessage for nested polymorphic JSON in OpenAI request input (#207)
Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-06-10 17:50:49 +02:00
dependabot[bot]
a0a9299cda chore(deps-dev): bump react-router-dom from 7.6.1 to 7.6.2 in /webui/react-ui (#204)
chore(deps-dev): bump react-router-dom in /webui/react-ui

Bumps [react-router-dom](https://github.com/remix-run/react-router/tree/HEAD/packages/react-router-dom) from 7.6.1 to 7.6.2.
- [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/7.6.2/packages/react-router-dom)

---
updated-dependencies:
- dependency-name: react-router-dom
  dependency-version: 7.6.2
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2025-06-10 17:48:58 +02:00
dependabot[bot]
15237d3137 chore(deps): bump golang.org/x/crypto from 0.38.0 to 0.39.0 (#203)
Bumps [golang.org/x/crypto](https://github.com/golang/crypto) from 0.38.0 to 0.39.0.
- [Commits](https://github.com/golang/crypto/compare/v0.38.0...v0.39.0)

---
updated-dependencies:
- dependency-name: golang.org/x/crypto
  dependency-version: 0.39.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-06-10 17:48:41 +02:00
dependabot[bot]
e97cd43cdb chore(deps): bump github.com/slack-go/slack from 0.16.0 to 0.17.1 (#202)
Bumps [github.com/slack-go/slack](https://github.com/slack-go/slack) from 0.16.0 to 0.17.1.
- [Release notes](https://github.com/slack-go/slack/releases)
- [Changelog](https://github.com/slack-go/slack/blob/master/history.go)
- [Commits](https://github.com/slack-go/slack/compare/v0.16.0...v0.17.1)

---
updated-dependencies:
- dependency-name: github.com/slack-go/slack
  dependency-version: 0.17.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-06-10 17:48:12 +02:00
dependabot[bot]
1313f805ae chore(deps-dev): bump @types/react from 19.1.4 to 19.1.6 in /webui/react-ui (#201)
chore(deps-dev): bump @types/react in /webui/react-ui

Bumps [@types/react](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/react) from 19.1.4 to 19.1.6.
- [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases)
- [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/react)

---
updated-dependencies:
- dependency-name: "@types/react"
  dependency-version: 19.1.6
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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2025-06-10 17:47:55 +02:00
dependabot[bot]
aafbd9159a chore(deps-dev): bump @eslint/js from 9.27.0 to 9.28.0 in /webui/react-ui (#200)
chore(deps-dev): bump @eslint/js in /webui/react-ui

Bumps [@eslint/js](https://github.com/eslint/eslint/tree/HEAD/packages/js) from 9.27.0 to 9.28.0.
- [Release notes](https://github.com/eslint/eslint/releases)
- [Changelog](https://github.com/eslint/eslint/blob/main/CHANGELOG.md)
- [Commits](https://github.com/eslint/eslint/commits/v9.28.0/packages/js)

---
updated-dependencies:
- dependency-name: "@eslint/js"
  dependency-version: 9.28.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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2025-06-04 09:25:22 +02:00
dependabot[bot]
cff90bc709 chore(deps): bump github.com/JohannesKaufmann/html-to-markdown/v2 from 2.3.2 to 2.3.3 (#199)
chore(deps): bump github.com/JohannesKaufmann/html-to-markdown/v2

Bumps [github.com/JohannesKaufmann/html-to-markdown/v2](https://github.com/JohannesKaufmann/html-to-markdown) from 2.3.2 to 2.3.3.
- [Release notes](https://github.com/JohannesKaufmann/html-to-markdown/releases)
- [Changelog](https://github.com/JohannesKaufmann/html-to-markdown/blob/main/.goreleaser.yaml)
- [Commits](https://github.com/JohannesKaufmann/html-to-markdown/compare/v2.3.2...v2.3.3)

---
updated-dependencies:
- dependency-name: github.com/JohannesKaufmann/html-to-markdown/v2
  dependency-version: 2.3.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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2025-06-03 08:22:02 +02:00
dependabot[bot]
e2de768e09 chore(deps-dev): bump eslint from 9.27.0 to 9.28.0 in /webui/react-ui (#198)
Bumps [eslint](https://github.com/eslint/eslint) from 9.27.0 to 9.28.0.
- [Release notes](https://github.com/eslint/eslint/releases)
- [Changelog](https://github.com/eslint/eslint/blob/main/CHANGELOG.md)
- [Commits](https://github.com/eslint/eslint/compare/v9.27.0...v9.28.0)

---
updated-dependencies:
- dependency-name: eslint
  dependency-version: 9.28.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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2025-06-03 08:21:41 +02:00
dependabot[bot]
80871db0de chore(deps): bump github.com/bwmarrin/discordgo from 0.28.1 to 0.29.0 (#197)
Bumps [github.com/bwmarrin/discordgo](https://github.com/bwmarrin/discordgo) from 0.28.1 to 0.29.0.
- [Release notes](https://github.com/bwmarrin/discordgo/releases)
- [Commits](https://github.com/bwmarrin/discordgo/compare/v0.28.1...v0.29.0)

---
updated-dependencies:
- dependency-name: github.com/bwmarrin/discordgo
  dependency-version: 0.29.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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2025-06-03 08:21:15 +02:00
Ettore Di Giacinto
50cad776aa feat: do not use JSON extraction for reasoning (#194)
Signed-off-by: mudler <mudler@localai.io>
2025-06-02 10:29:19 +02:00
Ettore Di Giacinto
56b6f7240c feat: improve parameter generation by forcing reasoning (#193)
* feat: improve parameter generation by forcing reasoning

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

* Update core/agent/actions.go

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update core/agent/actions.go

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Try to change default models

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

---------

Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-06-01 10:11:04 +02:00
11 changed files with 745 additions and 150 deletions

View File

@@ -11,7 +11,7 @@ cleanup-tests:
docker compose down
tests: prepare-tests
LOCALAGI_MCPBOX_URL="http://localhost:9090" 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 ./...
LOCALAGI_MCPBOX_URL="http://localhost:9090" LOCALAGI_MODEL="gemma-3-4b-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

@@ -63,7 +63,7 @@ MODEL_NAME=gemma-3-12b-it docker compose up
# NVIDIA GPU setup with custom multimodal and image models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=minicpm-v-2_6 \
MULTIMODAL_MODEL=moondream2-20250414 \
IMAGE_MODEL=flux.1-dev-ggml \
docker compose -f docker-compose.nvidia.yaml up
```
@@ -126,8 +126,8 @@ 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: `gemma-3-12b-it-qat`
- Multimodal: `minicpm-v-2_6`
- Text: `gemma-3-4b-it-qat`
- Multimodal: `moondream2-20250414`
- Image: `sd-1.5-ggml`
- Environment variables:
- `MODEL_NAME`: Text model to use
@@ -142,8 +142,8 @@ 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: `gemma-3-12b-it-qat`
- Multimodal: `minicpm-v-2_6`
- Text: `gemma-3-4b-it-qat`
- Multimodal: `moondream2-20250414`
- Image: `sd-1.5-ggml`
- Environment variables:
- `MODEL_NAME`: Text model to use
@@ -161,20 +161,20 @@ MODEL_NAME=gemma-3-12b-it docker compose up
# NVIDIA GPU with custom models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=minicpm-v-2_6 \
MULTIMODAL_MODEL=moondream2-20250414 \
IMAGE_MODEL=flux.1-dev-ggml \
docker compose -f docker-compose.nvidia.yaml up
# Intel GPU with custom models
MODEL_NAME=gemma-3-12b-it \
MULTIMODAL_MODEL=minicpm-v-2_6 \
MULTIMODAL_MODEL=moondream2-20250414 \
IMAGE_MODEL=sd-1.5-ggml \
docker compose -f docker-compose.intel.yaml up
```
If no models are specified, it will use the defaults:
- Text model: `gemma-3-12b-it-qat`
- Multimodal model: `minicpm-v-2_6`
- Text model: `gemma-3-4b-it-qat`
- Multimodal model: `moondream2-20250414`
- Image model: `sd-1.5-ggml`
Good (relatively small) models that have been tested are:

View File

@@ -5,6 +5,7 @@ import (
"encoding/json"
"fmt"
"os"
"strings"
"github.com/mudler/LocalAGI/core/action"
"github.com/mudler/LocalAGI/core/types"
@@ -12,12 +13,24 @@ import (
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai"
"github.com/sashabaranov/go-openai/jsonschema"
)
const parameterReasoningPrompt = `You are tasked with generating the optimal parameters for the action "%s". The action requires the following parameters:
%s
Your task is to:
1. Generate the best possible values for each required parameter
2. If the parameter requires code, provide complete, working code
3. If the parameter requires text or documentation, provide comprehensive, well-structured content
4. Ensure all parameters are complete and ready to be used
Focus on quality and completeness. Do not explain your reasoning or analyze the action's purpose - just provide the best possible parameter values.`
type decisionResult struct {
actionParams types.ActionParams
message string
actioName string
actionName string
}
// decision forces the agent to take one of the available actions
@@ -131,7 +144,7 @@ func (a *Agent) decision(
a.observer.Update(*obs)
}
return &decisionResult{actionParams: params, actioName: msg.ToolCalls[0].Function.Name, message: msg.Content}, nil
return &decisionResult{actionParams: params, actionName: msg.ToolCalls[0].Function.Name, message: msg.Content}, nil
}
return nil, fmt.Errorf("failed to make a decision after %d attempts: %w", maxRetries, lastErr)
@@ -248,9 +261,32 @@ func (a *Agent) generateParameters(job *types.Job, pickTemplate string, act type
cc := conversation
if a.options.forceReasoning {
// First, get the LLM to reason about optimal parameter usage
parameterReasoningPrompt := fmt.Sprintf(parameterReasoningPrompt,
act.Definition().Name,
formatProperties(act.Definition().Properties))
// Get initial reasoning about parameters using askLLM
paramReasoningMsg, err := a.askLLM(job.GetContext(),
append(conversation, openai.ChatCompletionMessage{
Role: "system",
Content: parameterReasoningPrompt,
}),
maxAttempts,
)
if err != nil {
xlog.Warn("Failed to get parameter reasoning", "error", err)
}
// Combine original reasoning with parameter-specific reasoning
enhancedReasoning := reasoning
if paramReasoningMsg.Content != "" {
enhancedReasoning = fmt.Sprintf("%s\n\nParameter Analysis:\n%s", reasoning, paramReasoningMsg.Content)
}
cc = append(conversation, openai.ChatCompletionMessage{
Role: "system",
Content: fmt.Sprintf("The agent decided to use the tool %s with the following reasoning: %s", act.Definition().Name, reasoning),
Content: fmt.Sprintf("The agent decided to use the tool %s with the following reasoning: %s", act.Definition().Name, enhancedReasoning),
})
}
@@ -273,6 +309,15 @@ func (a *Agent) generateParameters(job *types.Job, pickTemplate string, act type
return nil, fmt.Errorf("failed to generate parameters after %d attempts: %w", maxAttempts, attemptErr)
}
// Helper function to format properties for the prompt
func formatProperties(props map[string]jsonschema.Definition) string {
var result strings.Builder
for name, prop := range props {
result.WriteString(fmt.Sprintf("- %s: %s\n", name, prop.Description))
}
return result.String()
}
func (a *Agent) handlePlanning(ctx context.Context, job *types.Job, chosenAction types.Action, actionParams types.ActionParams, reasoning string, pickTemplate string, conv Messages) (Messages, error) {
// Planning: run all the actions in sequence
if !chosenAction.Definition().Name.Is(action.PlanActionName) {
@@ -455,12 +500,12 @@ func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatC
return nil, nil, "", err
}
xlog.Debug(fmt.Sprintf("thought action Name: %v", thought.actioName))
xlog.Debug(fmt.Sprintf("thought message: %v", thought.message))
xlog.Debug("thought action Name", "actionName", thought.actionName)
xlog.Debug("thought message", "message", thought.message)
// Find the action
chosenAction := a.availableActions().Find(thought.actioName)
if chosenAction == nil || thought.actioName == "" {
chosenAction := a.availableActions().Find(thought.actionName)
if chosenAction == nil || thought.actionName == "" {
xlog.Debug("no answer")
// LLM replied with an answer?
@@ -471,6 +516,7 @@ func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatC
return chosenAction, thought.actionParams, thought.message, nil
}
// Force the LLM to think and we extract a "reasoning" to pick a specific action and with which parameters
xlog.Debug("[pickAction] forcing reasoning")
prompt, err := renderTemplate(templ, a.prepareHUD(), a.availableActions(), "")
@@ -488,33 +534,35 @@ func (a *Agent) pickAction(job *types.Job, templ string, messages []openai.ChatC
}, c...)
}
reasoningAction := action.NewReasoning()
thought, err := a.decision(job,
c,
types.Actions{reasoningAction}.ToTools(),
reasoningAction.Definition().Name.String(), maxRetries)
if err != nil {
return nil, nil, "", err
// Create a detailed prompt for reasoning that includes available actions and their properties
reasoningPrompt := "Analyze the current situation and determine the best course of action. Consider the following:\n\n"
reasoningPrompt += "Available Actions:\n"
for _, act := range a.availableActions() {
reasoningPrompt += fmt.Sprintf("- %s: %s\n", act.Definition().Name, act.Definition().Description)
if len(act.Definition().Properties) > 0 {
reasoningPrompt += " Properties:\n"
for name, prop := range act.Definition().Properties {
reasoningPrompt += fmt.Sprintf(" - %s: %s\n", name, prop.Description)
}
if thought.actioName != "" && thought.actioName != reasoningAction.Definition().Name.String() {
return nil, nil, "", fmt.Errorf("Expected reasoning action not: %s", thought.actioName)
}
reasoningPrompt += "\n"
}
reasoningPrompt += "\nProvide a detailed reasoning about what action would be most appropriate in this situation and why. You can also just reply with a simple message by choosing the 'reply' or 'answer' action."
// Get reasoning using askLLM
reasoningMsg, err := a.askLLM(job.GetContext(),
append(c, openai.ChatCompletionMessage{
Role: "system",
Content: reasoningPrompt,
}),
maxRetries)
if err != nil {
return nil, nil, "", fmt.Errorf("failed to get reasoning: %w", err)
}
originalReasoning := ""
response := &action.ReasoningResponse{}
if thought.actionParams != nil {
if err := thought.actionParams.Unmarshal(response); err != nil {
return nil, nil, "", err
}
originalReasoning = response.Reasoning
}
if thought.message != "" {
originalReasoning = thought.message
}
originalReasoning := reasoningMsg.Content
xlog.Debug("[pickAction] picking action", "messages", c)
// thought, err := a.askLLM(ctx,
// c,
actionsID := []string{"reply"}
for _, m := range a.availableActions() {

View File

@@ -21,6 +21,10 @@ type Job struct {
Metadata map[string]interface{}
DoneFilter bool
// Tools available for this job
BuiltinTools []openai.Tool // Built-in tools like web search
UserTools []openai.Tool // User-defined function tools
pastActions []*ActionRequest
nextAction *Action
nextActionParams *ActionParams
@@ -45,6 +49,18 @@ func WithConversationHistory(history []openai.ChatCompletionMessage) JobOption {
}
}
func WithBuiltinTools(tools []openai.Tool) JobOption {
return func(j *Job) {
j.BuiltinTools = tools
}
}
func WithUserTools(tools []openai.Tool) JobOption {
return func(j *Job) {
j.UserTools = tools
}
}
func WithReasoningCallback(f func(ActionCurrentState) bool) JobOption {
return func(r *Job) {
r.ReasoningCallback = f
@@ -227,3 +243,21 @@ func (j *Job) IncrementEvaluationLoop() {
currentLoop := j.GetEvaluationLoop()
j.Metadata["evaluation_loop"] = currentLoop + 1
}
// GetBuiltinTools returns the builtin tools for this job
func (j *Job) GetBuiltinTools() []openai.Tool {
return j.BuiltinTools
}
// GetUserTools returns the user tools for this job
func (j *Job) GetUserTools() []openai.Tool {
return j.UserTools
}
// GetAllTools returns all tools (builtin + user) for this job
func (j *Job) GetAllTools() []openai.Tool {
allTools := make([]openai.Tool, 0, len(j.BuiltinTools)+len(j.UserTools))
allTools = append(allTools, j.BuiltinTools...)
allTools = append(allTools, j.UserTools...)
return allTools
}

View File

@@ -7,8 +7,8 @@ services:
# Image list (dockerhub): https://hub.docker.com/r/localai/localai
image: localai/localai:master
command:
- ${MODEL_NAME:-gemma-3-12b-it-qat}
- ${MULTIMODAL_MODEL:-minicpm-v-2_6}
- ${MODEL_NAME:-gemma-3-4b-it-qat}
- ${MULTIMODAL_MODEL:-moondream2-20250414}
- ${IMAGE_MODEL:-sd-1.5-ggml}
- granite-embedding-107m-multilingual
healthcheck:
@@ -105,8 +105,8 @@ services:
- 8080:3000
#image: quay.io/mudler/localagi:master
environment:
- LOCALAGI_MODEL=${MODEL_NAME:-gemma-3-12b-it-qat}
- LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-minicpm-v-2_6}
- LOCALAGI_MODEL=${MODEL_NAME:-gemma-3-4b-it-qat}
- LOCALAGI_MULTIMODAL_MODEL=${MULTIMODAL_MODEL:-moondream2-20250414}
- LOCALAGI_IMAGE_MODEL=${IMAGE_MODEL:-sd-1.5-ggml}
- LOCALAGI_LLM_API_URL=http://localai:8080
#- LOCALAGI_LLM_API_KEY=sk-1234567890

14
go.mod
View File

@@ -5,7 +5,7 @@ go 1.24
toolchain go1.24.2
require (
github.com/bwmarrin/discordgo v0.28.1
github.com/bwmarrin/discordgo v0.29.0
github.com/chasefleming/elem-go v0.30.0
github.com/dave-gray101/v2keyauth v0.0.0-20240624150259-c45d584d25e2
github.com/donseba/go-htmx v1.12.0
@@ -21,13 +21,13 @@ require (
github.com/onsi/gomega v1.37.0
github.com/philippgille/chromem-go v0.7.0
github.com/robfig/cron/v3 v3.0.1
github.com/sashabaranov/go-openai v1.40.0
github.com/slack-go/slack v0.16.0
github.com/sashabaranov/go-openai v1.40.1
github.com/slack-go/slack v0.17.1
github.com/thoj/go-ircevent v0.0.0-20210723090443-73e444401d64
github.com/tmc/langchaingo v0.1.13
github.com/traefik/yaegi v0.16.1
github.com/valyala/fasthttp v1.62.0
golang.org/x/crypto v0.38.0
golang.org/x/crypto v0.39.0
jaytaylor.com/html2text v0.0.0-20230321000545-74c2419ad056
maunium.net/go/mautrix v0.17.0
mvdan.cc/xurls/v2 v2.6.0
@@ -36,7 +36,7 @@ require (
require github.com/JohannesKaufmann/dom v0.2.0 // indirect
require (
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.2
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.3
github.com/PuerkitoBio/goquery v1.10.3 // indirect
github.com/andybalholm/brotli v1.1.1 // indirect
github.com/andybalholm/cascadia v1.3.3 // indirect
@@ -108,8 +108,8 @@ require (
golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3 // indirect
golang.org/x/net v0.40.0 // indirect
golang.org/x/sys v0.33.0 // indirect
golang.org/x/text v0.25.0 // indirect
golang.org/x/tools v0.32.0 // indirect
golang.org/x/text v0.26.0 // indirect
golang.org/x/tools v0.33.0 // indirect
google.golang.org/appengine v1.6.8 // indirect
google.golang.org/protobuf v1.36.6 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect

34
go.sum
View File

@@ -1,7 +1,7 @@
github.com/JohannesKaufmann/dom v0.2.0 h1:1bragmEb19K8lHAqgFgqCpiPCFEZMTXzOIEjuxkUfLQ=
github.com/JohannesKaufmann/dom v0.2.0/go.mod h1:57iSUl5RKric4bUkgos4zu6Xt5LMHUnw3TF1l5CbGZo=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.2 h1:eeMLttqTjTgILD6no79Ge96V7Wv8pWDfMVn4jy+koIY=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.2/go.mod h1:HtsP+1Fchp4dVvaiIsLHAl/yqL3H1YLwqLC9kNwqQEg=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.3 h1:r3fokGFRDk/8pHmwLwJ8zsX4qiqfS1/1TZm2BH8ueY8=
github.com/JohannesKaufmann/html-to-markdown/v2 v2.3.3/go.mod h1:HtsP+1Fchp4dVvaiIsLHAl/yqL3H1YLwqLC9kNwqQEg=
github.com/PuerkitoBio/goquery v1.10.3 h1:pFYcNSqHxBD06Fpj/KsbStFRsgRATgnf3LeXiUkhzPo=
github.com/PuerkitoBio/goquery v1.10.3/go.mod h1:tMUX0zDMHXYlAQk6p35XxQMqMweEKB7iK7iLNd4RH4Y=
github.com/andybalholm/brotli v1.1.1 h1:PR2pgnyFznKEugtsUo0xLdDop5SKXd5Qf5ysW+7XdTA=
@@ -19,8 +19,8 @@ github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPn
github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg=
github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs=
github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
github.com/bwmarrin/discordgo v0.28.1 h1:gXsuo2GBO7NbR6uqmrrBDplPUx2T3nzu775q/Rd1aG4=
github.com/bwmarrin/discordgo v0.28.1/go.mod h1:NJZpH+1AfhIcyQsPeuBKsUtYrRnjkyu0kIVMCHkZtRY=
github.com/bwmarrin/discordgo v0.29.0 h1:FmWeXFaKUwrcL3Cx65c20bTRW+vOb6k8AnaP+EgjDno=
github.com/bwmarrin/discordgo v0.29.0/go.mod h1:NJZpH+1AfhIcyQsPeuBKsUtYrRnjkyu0kIVMCHkZtRY=
github.com/bytedance/sonic v1.13.2 h1:8/H1FempDZqC4VqjptGo14QQlJx8VdZJegxs6wwfqpQ=
github.com/bytedance/sonic v1.13.2/go.mod h1:o68xyaF9u2gvVBuGHPlUVCy+ZfmNNO5ETf1+KgkJhz4=
github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
@@ -71,8 +71,8 @@ github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1v
github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8=
github.com/go-telegram/bot v1.15.0 h1:/ba5pp084MUhjR5sQDymQ7JNZ001CQa7QjtxLWcuGpg=
github.com/go-telegram/bot v1.15.0/go.mod h1:i2TRs7fXWIeaceF3z7KzsMt/he0TwkVC680mvdTFYeM=
github.com/go-test/deep v1.0.4 h1:u2CU3YKy9I2pmu9pX0eq50wCgjfGIt539SqR7FbHiho=
github.com/go-test/deep v1.0.4/go.mod h1:wGDj63lr65AM2AQyKZd/NYHGb0R+1RLqB8NKt3aSFNA=
github.com/go-test/deep v1.1.1 h1:0r/53hagsehfO4bzD2Pgr/+RgHqhmf+k1Bpse2cTu1U=
github.com/go-test/deep v1.1.1/go.mod h1:5C2ZWiW0ErCdrYzpqxLbTX7MG14M9iiw8DgHncVwcsE=
github.com/gobwas/glob v0.2.3 h1:A4xDbljILXROh+kObIiy5kIaPYD8e96x1tgBhUI5J+Y=
github.com/gobwas/glob v0.2.3/go.mod h1:d3Ez4x06l9bZtSvzIay5+Yzi0fmZzPgnTbPcKjJAkT8=
github.com/goccy/go-json v0.10.5 h1:Fq85nIqj+gXn/S5ahsiTlK3TmC85qgirsdTP/+DeaC4=
@@ -99,7 +99,6 @@ github.com/gomarkdown/markdown v0.0.0-20250311123330-531bef5e742b h1:EY/KpStFl60
github.com/gomarkdown/markdown v0.0.0-20250311123330-531bef5e742b/go.mod h1:JDGcbDT52eL4fju3sZ4TeHGsQwhG9nbDV21aMyhwPoA=
github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
github.com/google/go-cmp v0.5.7/go.mod h1:n+brtR0CgQNWTVd5ZUFpTBC8YFBDLK/h/bpaJ8/DtOE=
github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
@@ -182,20 +181,19 @@ github.com/rs/zerolog v1.31.0 h1:FcTR3NnLWW+NnTwwhFWiJSZr4ECLpqCm6QsEnyvbV4A=
github.com/rs/zerolog v1.31.0/go.mod h1:/7mN4D5sKwJLZQ2b/znpjC3/GQWY/xaDXUM0kKWRHss=
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 v1.40.0 h1:Peg9Iag5mUJtPW00aYatlsn97YML0iNULiLNe74iPrU=
github.com/sashabaranov/go-openai v1.40.0/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sashabaranov/go-openai v1.40.1 h1:bJ08Iwct5mHBVkuvG6FEcb9MDTfsXdTYPGjYLRdeTEU=
github.com/sashabaranov/go-openai v1.40.1/go.mod h1:lj5b/K+zjTSFxVLijLSTDZuP7adOgerWeFyZLUhAKRg=
github.com/sebdah/goldie/v2 v2.5.5 h1:rx1mwF95RxZ3/83sdS4Yp7t2C5TCokvWP4TBRbAyEWY=
github.com/sebdah/goldie/v2 v2.5.5/go.mod h1:oZ9fp0+se1eapSRjfYbsV/0Hqhbuu3bJVvKI/NNtssI=
github.com/sergi/go-diff v1.3.1 h1:xkr+Oxo4BOQKmkn/B9eMK0g5Kg/983T9DqqPHwYqD+8=
github.com/sergi/go-diff v1.3.1/go.mod h1:aMJSSKb2lpPvRNec0+w3fl7LP9IOFzdc9Pa4NFbPK1I=
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/slack-go/slack v0.17.1 h1:x0Mnc6biHBea5vfxLR+x4JFl/Rm3eIo0iS3xDZenX+o=
github.com/slack-go/slack v0.17.1/go.mod h1:X+UqOufi3LYQHDnMG1vxf0J8asC6+WllXrVrhl8/Prk=
github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf h1:pvbZ0lM0XWPBqUKqFU8cmavspvIl9nulOYwdy6IFRRo=
github.com/ssor/bom v0.0.0-20170718123548-6386211fdfcf/go.mod h1:RJID2RhlZKId02nZ62WenDCkgHFerpIOmW0iT7GKmXM=
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
@@ -251,8 +249,8 @@ golang.org/x/crypto v0.13.0/go.mod h1:y6Z2r+Rw4iayiXXAIxJIDAJ1zMW4yaTpebo8fPOliY
golang.org/x/crypto v0.19.0/go.mod h1:Iy9bg/ha4yyC70EfRS8jz+B6ybOBKMaSxLj6P6oBDfU=
golang.org/x/crypto v0.23.0/go.mod h1:CKFgDieR+mRhux2Lsu27y0fO304Db0wZe70UKqHu0v8=
golang.org/x/crypto v0.31.0/go.mod h1:kDsLvtWBEx7MV9tJOj9bnXsPbxwJQ6csT/x4KIN4Ssk=
golang.org/x/crypto v0.38.0 h1:jt+WWG8IZlBnVbomuhg2Mdq0+BBQaHbtqHEFEigjUV8=
golang.org/x/crypto v0.38.0/go.mod h1:MvrbAqul58NNYPKnOra203SB9vpuZW0e+RRZV+Ggqjw=
golang.org/x/crypto v0.39.0 h1:SHs+kF4LP+f+p14esP5jAoDpHU8Gu/v9lFRK6IT5imM=
golang.org/x/crypto v0.39.0/go.mod h1:L+Xg3Wf6HoL4Bn4238Z6ft6KfEpN0tJGo53AAPC632U=
golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3 h1:hNQpMuAJe5CtcUqCXaWga3FHu+kQvCqcsoVaQgSV60o=
golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3/go.mod h1:idGWGoKP1toJGkd5/ig9ZLuPcZBC3ewk7SzmH0uou08=
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
@@ -317,16 +315,16 @@ golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
golang.org/x/text v0.25.0 h1:qVyWApTSYLk/drJRO5mDlNYskwQznZmkpV2c8q9zls4=
golang.org/x/text v0.25.0/go.mod h1:WEdwpYrmk1qmdHvhkSTNPm3app7v4rsT8F2UD6+VHIA=
golang.org/x/text v0.26.0 h1:P42AVeLghgTYr4+xUnTRKDMqpar+PtX7KWuNQL21L8M=
golang.org/x/text v0.26.0/go.mod h1:QK15LZJUUQVJxhz7wXgxSy/CJaTFjd0G+YLonydOVQA=
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
golang.org/x/tools v0.6.0/go.mod h1:Xwgl3UAJ/d3gWutnCtw505GrjyAbvKui8lOU390QaIU=
golang.org/x/tools v0.13.0/go.mod h1:HvlwmtVNQAhOuCjW7xxvovg8wbNq7LwfXh/k7wXUl58=
golang.org/x/tools v0.21.1-0.20240508182429-e35e4ccd0d2d/go.mod h1:aiJjzUbINMkxbQROHiO6hDPo2LHcIPhhQsa9DLh0yGk=
golang.org/x/tools v0.32.0 h1:Q7N1vhpkQv7ybVzLFtTjvQya2ewbwNDZzUgfXGqtMWU=
golang.org/x/tools v0.32.0/go.mod h1:ZxrU41P/wAbZD8EDa6dDCa6XfpkhJ7HFMjHJXfBDu8s=
golang.org/x/tools v0.33.0 h1:4qz2S3zmRxbGIhDIAgjxvFutSvH5EfnsYrRBj0UI0bc=
golang.org/x/tools v0.33.0/go.mod h1:CIJMaWEY88juyUfo7UbgPqbC8rU2OqfAV1h2Qp0oMYI=
golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
google.golang.org/appengine v1.6.8 h1:IhEN5q69dyKagZPYMSdIjS2HqprW324FRQZJcGqPAsM=

View File

@@ -513,9 +513,25 @@ func (a *App) Responses(pool *state.AgentPool, tracker *conversations.Conversati
return c.Status(http.StatusInternalServerError).JSON(types.ResponseBody{Error: "Agent not found"})
}
res := a.Ask(
// Prepare job options
jobOptions := []coreTypes.JobOption{
coreTypes.WithConversationHistory(messages),
)
}
// Add tools if present in the request
if len(request.Tools) > 0 {
builtinTools, userTools := types.SeparateTools(request.Tools)
if len(builtinTools) > 0 {
jobOptions = append(jobOptions, coreTypes.WithBuiltinTools(builtinTools))
xlog.Debug("Adding builtin tools to job", "count", len(builtinTools), "agent", agentName)
}
if len(userTools) > 0 {
jobOptions = append(jobOptions, coreTypes.WithUserTools(userTools))
xlog.Debug("Adding user tools to job", "count", len(userTools), "agent", agentName)
}
}
res := a.Ask(jobOptions...)
if res.Error != nil {
xlog.Error("Error asking agent", "agent", agentName, "error", res.Error)

View File

@@ -9,15 +9,15 @@
"react-dom": "^19.1.0",
},
"devDependencies": {
"@eslint/js": "^9.27.0",
"@types/react": "^19.1.4",
"@types/react-dom": "^19.1.5",
"@vitejs/plugin-react": "^4.5.0",
"eslint": "^9.27.0",
"@eslint/js": "^9.28.0",
"@types/react": "^19.1.6",
"@types/react-dom": "^19.1.6",
"@vitejs/plugin-react": "^4.5.2",
"eslint": "^9.28.0",
"eslint-plugin-react-hooks": "^6.0.0",
"eslint-plugin-react-refresh": "^0.4.20",
"globals": "^16.2.0",
"react-router-dom": "^7.6.1",
"react-router-dom": "^7.6.2",
"vite": "^6.3.5",
},
},
@@ -25,55 +25,55 @@
"packages": {
"@ampproject/remapping": ["@ampproject/remapping@2.3.0", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw=="],
"@babel/code-frame": ["@babel/code-frame@7.26.2", "", { "dependencies": { "@babel/helper-validator-identifier": "^7.25.9", "js-tokens": "^4.0.0", "picocolors": "^1.0.0" } }, "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ=="],
"@babel/code-frame": ["@babel/code-frame@7.27.1", "", { "dependencies": { "@babel/helper-validator-identifier": "^7.27.1", "js-tokens": "^4.0.0", "picocolors": "^1.1.1" } }, "sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg=="],
"@babel/compat-data": ["@babel/compat-data@7.26.8", "", {}, "sha512-oH5UPLMWR3L2wEFLnFJ1TZXqHufiTKAiLfqw5zkhS4dKXLJ10yVztfil/twG8EDTA4F/tvVNw9nOl4ZMslB8rQ=="],
"@babel/compat-data": ["@babel/compat-data@7.27.5", "", {}, "sha512-KiRAp/VoJaWkkte84TvUd9qjdbZAdiqyvMxrGl1N6vzFogKmaLgoM3L1kgtLicp2HP5fBJS8JrZKLVIZGVJAVg=="],
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}
}

View File

@@ -15,15 +15,15 @@
"highlight.js": "^11.11.1"
},
"devDependencies": {
"@eslint/js": "^9.27.0",
"@types/react": "^19.1.4",
"@types/react-dom": "^19.1.5",
"@vitejs/plugin-react": "^4.5.0",
"eslint": "^9.27.0",
"@eslint/js": "^9.28.0",
"@types/react": "^19.1.6",
"@types/react-dom": "^19.1.6",
"@vitejs/plugin-react": "^4.5.2",
"eslint": "^9.28.0",
"eslint-plugin-react-hooks": "^6.0.0",
"eslint-plugin-react-refresh": "^0.4.20",
"globals": "^16.2.0",
"react-router-dom": "^7.6.1",
"react-router-dom": "^7.6.2",
"vite": "^6.3.5"
}
}

View File

@@ -1,13 +1,114 @@
package types
import "github.com/sashabaranov/go-openai"
import (
"encoding/json"
"github.com/mudler/LocalAGI/pkg/xlog"
"github.com/sashabaranov/go-openai"
)
// Input represents either a string or a slice of Message
type Input struct {
Text *string `json:"-"`
Messages *[]Message `json:"-"`
}
// UnmarshalJSON implements custom JSON unmarshaling for Input
func (i *Input) UnmarshalJSON(data []byte) error {
// Try to unmarshal as string first
var text string
if err := json.Unmarshal(data, &text); err == nil {
i.Text = &text
return nil
}
// Try to unmarshal as []Message
var messages []Message
if err := json.Unmarshal(data, &messages); err == nil {
i.Messages = &messages
return nil
}
return json.Unmarshal(data, &struct{}{}) // fallback to empty struct
}
// MarshalJSON implements custom JSON marshaling for Input
func (i *Input) MarshalJSON() ([]byte, error) {
if i.Text != nil {
return json.Marshal(*i.Text)
}
if i.Messages != nil {
return json.Marshal(*i.Messages)
}
return json.Marshal(nil)
}
// IsText returns true if the input contains text
func (i *Input) IsText() bool {
return i.Text != nil
}
// IsMessages returns true if the input contains messages
func (i *Input) IsMessages() bool {
return i.Messages != nil
}
// GetText returns the text value or empty string
func (i *Input) GetText() string {
if i.Text != nil {
return *i.Text
}
return ""
}
// GetMessages returns the messages value or empty slice
func (i *Input) GetMessages() []Message {
if i.Messages != nil {
return *i.Messages
}
return nil
}
// Message represents different types of messages in the input
type Message struct {
// Common fields
Type string `json:"type,omitempty"`
// InputMessage fields (when this is a regular chat message)
Role *string `json:"role,omitempty"`
Content *Content `json:"content,omitempty"`
// WebSearchToolCall fields (when type == "web_search_call")
ID *string `json:"id,omitempty"`
Status *string `json:"status,omitempty"`
}
// IsInputMessage returns true if this is a regular chat message
func (m *Message) IsInputMessage() bool {
return m.Role != nil
}
// IsWebSearchCall returns true if this is a web search tool call
func (m *Message) IsWebSearchCall() bool {
return m.Type == "web_search_call"
}
// ToInputMessage converts to InputMessage if this is a regular message
func (m *Message) ToInputMessage() *InputMessage {
if m.IsInputMessage() && m.Role != nil && m.Content != nil {
content := *m.Content
return &InputMessage{
Role: *m.Role,
Content: content,
}
}
return nil
}
// RequestBody represents the request body structure for the OpenAI API
type RequestBody struct {
Model string `json:"model"`
Input interface{} `json:"input"`
InputText string `json:"input_text"`
InputMessages []InputMessage `json:"input_messages"`
Input Input `json:"input"`
Include []string `json:"include,omitempty"`
Instructions *string `json:"instructions,omitempty"`
MaxOutputTokens *int `json:"max_output_tokens,omitempty"`
@@ -20,32 +121,42 @@ type RequestBody struct {
Temperature *float64 `json:"temperature,omitempty"`
Text *TextConfig `json:"text,omitempty"`
ToolChoice interface{} `json:"tool_choice,omitempty"`
Tools []interface{} `json:"tools,omitempty"`
Tools []Tool `json:"tools,omitempty"`
TopP *float64 `json:"top_p,omitempty"`
Truncation *string `json:"truncation,omitempty"`
}
func (r *RequestBody) SetInputByType() {
switch input := r.Input.(type) {
case string:
r.InputText = input
case []any:
for _, i := range input {
switch i := i.(type) {
case InputMessage:
r.InputMessages = append(r.InputMessages, i)
}
}
// This method is no longer needed as Input handles unmarshaling automatically
if r.Input.IsText() {
xlog.Debug("[Parse Request] Set input type as text", "input", r.Input.GetText())
} else if r.Input.IsMessages() {
xlog.Debug("[Parse Request] Input messages parsed", "messages", r.Input.GetMessages())
}
}
func (r *RequestBody) ToChatCompletionMessages() []openai.ChatCompletionMessage {
result := []openai.ChatCompletionMessage{}
for _, m := range r.InputMessages {
if r.Input.IsMessages() {
for _, m := range r.Input.GetMessages() {
// Only process regular input messages, skip web search calls and other types
if !m.IsInputMessage() {
continue
}
content := []openai.ChatMessagePart{}
oneImageWasFound := false
for _, c := range m.Content {
if m.Content != nil && m.Content.IsText() && m.Content.GetText() != "" {
content = append(content, openai.ChatMessagePart{
Type: "text",
Text: m.Content.GetText(),
})
}
if m.Content != nil && m.Content.IsItems() {
for _, c := range m.Content.GetItems() {
switch c.Type {
case "text":
content = append(content, openai.ChatMessagePart{
@@ -60,26 +171,28 @@ func (r *RequestBody) ToChatCompletionMessages() []openai.ChatCompletionMessage
})
}
}
}
if oneImageWasFound {
result = append(result, openai.ChatCompletionMessage{
Role: m.Role,
Role: *m.Role,
MultiContent: content,
})
} else {
for _, c := range content {
result = append(result, openai.ChatCompletionMessage{
Role: m.Role,
Role: *m.Role,
Content: c.Text,
})
}
}
}
}
if r.InputText != "" {
if r.Input.IsText() && r.Input.GetText() != "" {
result = append(result, openai.ChatCompletionMessage{
Role: "user",
Content: r.InputText,
Content: r.Input.GetText(),
})
}
@@ -152,7 +265,7 @@ type ResponseBody struct {
Temperature float64 `json:"temperature"`
Text TextConfig `json:"text"`
ToolChoice string `json:"tool_choice"`
Tools []interface{} `json:"tools"`
Tools []Tool `json:"tools"`
TopP float64 `json:"top_p"`
Truncation string `json:"truncation"`
Usage UsageInfo `json:"usage"`
@@ -160,10 +273,72 @@ type ResponseBody struct {
Metadata map[string]interface{} `json:"metadata"`
}
// Content represents either a string or a slice of ContentItem
type Content struct {
Text *string `json:"-"`
Items *[]ContentItem `json:"-"`
}
// UnmarshalJSON implements custom JSON unmarshaling for Content
func (c *Content) UnmarshalJSON(data []byte) error {
// Try to unmarshal as string first
var text string
if err := json.Unmarshal(data, &text); err == nil {
c.Text = &text
return nil
}
// Try to unmarshal as []ContentItem
var items []ContentItem
if err := json.Unmarshal(data, &items); err == nil {
c.Items = &items
return nil
}
return json.Unmarshal(data, &struct{}{}) // fallback to empty struct
}
// MarshalJSON implements custom JSON marshaling for Content
func (c *Content) MarshalJSON() ([]byte, error) {
if c.Text != nil {
return json.Marshal(*c.Text)
}
if c.Items != nil {
return json.Marshal(*c.Items)
}
return json.Marshal(nil)
}
// IsText returns true if the content contains text
func (c *Content) IsText() bool {
return c.Text != nil
}
// IsItems returns true if the content contains items
func (c *Content) IsItems() bool {
return c.Items != nil
}
// GetText returns the text value or empty string
func (c *Content) GetText() string {
if c.Text != nil {
return *c.Text
}
return ""
}
// GetItems returns the items value or empty slice
func (c *Content) GetItems() []ContentItem {
if c.Items != nil {
return *c.Items
}
return nil
}
// InputMessage represents a user input message
type InputMessage struct {
Role string `json:"role"`
Content []ContentItem `json:"content"`
Content Content `json:"content"`
}
// ContentItem represents an item in a content array
@@ -172,3 +347,169 @@ type ContentItem struct {
Text string `json:"text,omitempty"`
ImageURL string `json:"image_url,omitempty"`
}
// Tool represents a tool that can be called by the assistant
type Tool struct {
Type string `json:"type"`
// Function tool fields (used when type == "function")
Name *string `json:"name,omitempty"`
Description *string `json:"description,omitempty"`
Parameters *JSONSchema `json:"parameters,omitempty"`
Strict *bool `json:"strict,omitempty"`
// Web search tool fields (used when type == "web_search_preview" etc.)
SearchContextSize *string `json:"search_context_size,omitempty"`
UserLocation *UserLocation `json:"user_location,omitempty"`
}
// IsFunction returns true if this is a function tool
func (t *Tool) IsFunction() bool {
return t.Type == "function"
}
// IsWebSearch returns true if this is a web search tool
func (t *Tool) IsWebSearch() bool {
return t.Type == "web_search_preview" || t.Type == "web_search_preview_2025_03_11"
}
// ToCompletionFunction converts this tool to a function definition for the completions API
func (t *Tool) ToCompletionFunction() *openai.FunctionDefinition {
if t.IsFunction() && t.Name != nil {
// Regular function tool
var params interface{}
if t.Parameters != nil {
params = t.Parameters
}
desc := ""
if t.Description != nil {
desc = *t.Description
}
return &openai.FunctionDefinition{
Name: *t.Name,
Description: desc,
Parameters: params,
}
}
if t.IsWebSearch() {
// Convert web search builtin to function
name := "web_search_" + t.Type
desc := "Web search tool for finding relevant information online"
// Create parameters schema for web search options
params := map[string]interface{}{
"type": "object",
"properties": map[string]interface{}{
"search_context_size": map[string]interface{}{
"type": "string",
"enum": []string{"low", "medium", "high"},
"description": "Amount of context window space to use for search",
},
"user_location": map[string]interface{}{
"type": "object",
"properties": map[string]interface{}{
"type": map[string]interface{}{
"type": "string",
"const": "approximate",
"description": "Type of location approximation",
},
"city": map[string]interface{}{
"type": "string",
"description": "City of the user",
},
"country": map[string]interface{}{
"type": "string",
"description": "Two-letter ISO country code",
},
"region": map[string]interface{}{
"type": "string",
"description": "Region of the user",
},
"timezone": map[string]interface{}{
"type": "string",
"description": "IANA timezone of the user",
},
},
},
},
}
return &openai.FunctionDefinition{
Name: name,
Description: desc,
Parameters: params,
}
}
return nil
}
// ToCompletionTools converts a slice of Tools to openai.Tool format for completions API
func ToCompletionTools(tools []Tool) []openai.Tool {
result := make([]openai.Tool, 0, len(tools))
for _, tool := range tools {
if fn := tool.ToCompletionFunction(); fn != nil {
result = append(result, openai.Tool{
Type: openai.ToolTypeFunction,
Function: fn,
})
}
}
return result
}
// SeparateTools separates a slice of Tools into builtin tools and user tools
func SeparateTools(tools []Tool) (builtinTools []openai.Tool, userTools []openai.Tool) {
for _, tool := range tools {
if tool.IsFunction() {
// User-defined function tool
if fn := tool.ToCompletionFunction(); fn != nil {
userTools = append(userTools, openai.Tool{
Type: openai.ToolTypeFunction,
Function: fn,
})
}
} else if tool.IsWebSearch() {
// Builtin tool (web search)
if fn := tool.ToCompletionFunction(); fn != nil {
builtinTools = append(builtinTools, openai.Tool{
Type: openai.ToolTypeFunction,
Function: fn,
})
}
}
}
return builtinTools, userTools
}
// JSONSchema represents a JSON Schema object for function parameters
type JSONSchema struct {
Type string `json:"type,omitempty"`
Properties map[string]*JSONSchema `json:"properties,omitempty"`
Required []string `json:"required,omitempty"`
Items *JSONSchema `json:"items,omitempty"`
AdditionalProperties *bool `json:"additionalProperties,omitempty"`
Description string `json:"description,omitempty"`
Enum []interface{} `json:"enum,omitempty"`
Format string `json:"format,omitempty"`
Minimum *float64 `json:"minimum,omitempty"`
Maximum *float64 `json:"maximum,omitempty"`
MinLength *int `json:"minLength,omitempty"`
MaxLength *int `json:"maxLength,omitempty"`
}
// UserLocation represents the user's location for web search
type UserLocation struct {
Type string `json:"type"`
City *string `json:"city,omitempty"`
Country *string `json:"country,omitempty"`
Region *string `json:"region,omitempty"`
Timezone *string `json:"timezone,omitempty"`
}