feat(execution): Add response parser for LLM artifact extraction
Implements regex-based response parser to extract file creation actions
and artifacts from LLM text responses. Agents can now produce actual
work products (files, PRs) instead of just returning instructions.
Changes:
- pkg/ai/response_parser.go: New parser with 4 extraction patterns
* Markdown code blocks with filename comments
* Inline backtick filenames followed by "content:" and code blocks
* File header notation (--- filename: ---)
* Shell heredoc syntax (cat > file << EOF)
- pkg/execution/engine.go: Skip sandbox when SandboxType empty/none
* Prevents Docker container errors during testing
* Preserves artifacts from AI response without sandbox execution
- pkg/ai/{ollama,resetdata}.go: Integrate response parser
* Both providers now parse LLM output for extractable artifacts
* Fallback to task_analysis action if no artifacts found
- internal/runtime/agent_support.go: Fix AI provider initialization
* Set DefaultProvider in RoleModelMapping (prevents "provider not found")
- prompts/defaults.md: Add Rule O for output format guidance
* Instructs LLMs to format responses for artifact extraction
* Provides examples and patterns for file creation/modification
* Explains pipeline: extraction → workspace → tests → PR → review
Test results:
- Before: 0 artifacts, 0 files generated
- After: 2 artifacts extracted successfully from LLM response
- hello.sh (60 bytes) with correct shell script content
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
anthonyrawlins
@@ -408,13 +408,16 @@ func (p *OllamaProvider) getSupportedModels() []string {
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// parseResponseForActions extracts actions and artifacts from the response
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func (p *OllamaProvider) parseResponseForActions(response string, request *TaskRequest) ([]TaskAction, []Artifact) {
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var actions []TaskAction
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var artifacts []Artifact
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// Use the response parser to extract structured actions and artifacts
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parser := NewResponseParser()
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actions, artifacts := parser.ParseResponse(response)
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// This is a simplified implementation - in reality, you'd parse the response
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// to extract specific actions like file changes, commands to run, etc.
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// If parser found concrete actions, return them
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if len(actions) > 0 {
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return actions, artifacts
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}
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// For now, just create a basic action indicating task analysis
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// Otherwise, create a basic task analysis action as fallback
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action := TaskAction{
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Type: "task_analysis",
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Target: request.TaskTitle,
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@@ -477,10 +477,16 @@ func (p *ResetDataProvider) handleHTTPError(statusCode int, body []byte) *Provid
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// parseResponseForActions extracts actions from the response text
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func (p *ResetDataProvider) parseResponseForActions(response string, request *TaskRequest) ([]TaskAction, []Artifact) {
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var actions []TaskAction
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var artifacts []Artifact
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// Use the response parser to extract structured actions and artifacts
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parser := NewResponseParser()
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actions, artifacts := parser.ParseResponse(response)
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// Create a basic task analysis action
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// If parser found concrete actions, return them
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if len(actions) > 0 {
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return actions, artifacts
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}
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// Otherwise, create a basic task analysis action as fallback
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action := TaskAction{
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Type: "task_analysis",
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Target: request.TaskTitle,
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206
pkg/ai/response_parser.go
Normal file
206
pkg/ai/response_parser.go
Normal file
@@ -0,0 +1,206 @@
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package ai
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import (
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"regexp"
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"strings"
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"time"
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)
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// ResponseParser extracts actions and artifacts from LLM text responses
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type ResponseParser struct{}
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// NewResponseParser creates a new response parser instance
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func NewResponseParser() *ResponseParser {
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return &ResponseParser{}
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}
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// ParseResponse extracts structured actions and artifacts from LLM response text
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func (rp *ResponseParser) ParseResponse(response string) ([]TaskAction, []Artifact) {
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var actions []TaskAction
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var artifacts []Artifact
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// Extract code blocks with filenames
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fileBlocks := rp.extractFileBlocks(response)
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for _, block := range fileBlocks {
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// Create file creation action
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action := TaskAction{
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Type: "file_create",
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Target: block.Filename,
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Content: block.Content,
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Result: "File created from LLM response",
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Success: true,
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Timestamp: time.Now(),
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Metadata: map[string]interface{}{
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"language": block.Language,
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},
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}
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actions = append(actions, action)
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// Create artifact
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artifact := Artifact{
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Name: block.Filename,
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Type: "file",
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Path: block.Filename,
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Content: block.Content,
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Size: int64(len(block.Content)),
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CreatedAt: time.Now(),
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}
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artifacts = append(artifacts, artifact)
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}
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// Extract shell commands
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commands := rp.extractCommands(response)
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for _, cmd := range commands {
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action := TaskAction{
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Type: "command_run",
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Target: "shell",
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Content: cmd,
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Result: "Command extracted from LLM response",
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Success: true,
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Timestamp: time.Now(),
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}
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actions = append(actions, action)
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}
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return actions, artifacts
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}
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// FileBlock represents a code block with filename
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type FileBlock struct {
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Filename string
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Language string
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Content string
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}
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// extractFileBlocks finds code blocks that represent files
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func (rp *ResponseParser) extractFileBlocks(response string) []FileBlock {
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var blocks []FileBlock
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// Pattern 1: Markdown code blocks with filename comments
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// ```language
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// // filename: path/to/file.ext
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// content
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// ```
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pattern1 := regexp.MustCompile("(?s)```(\\w+)?\\s*\\n(?://|#)\\s*(?:filename|file|path):\\s*([^\\n]+)\\n(.*?)```")
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matches1 := pattern1.FindAllStringSubmatch(response, -1)
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for _, match := range matches1 {
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if len(match) >= 4 {
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blocks = append(blocks, FileBlock{
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Filename: strings.TrimSpace(match[2]),
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Language: match[1],
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Content: strings.TrimSpace(match[3]),
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})
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}
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}
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// Pattern 2: Filename in backticks followed by "content" and code block
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// Matches: `filename.ext` ... content ... ```language ... ```
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// This handles cases like:
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// - "file named `hello.sh` ... should have the following content: ```bash ... ```"
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// - "Create `script.py` with this content: ```python ... ```"
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pattern2 := regexp.MustCompile("`([^`]+)`[^`]*?(?:content|code)[^`]*?```([a-z]+)?\\s*\\n([^`]+)```")
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matches2 := pattern2.FindAllStringSubmatch(response, -1)
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for _, match := range matches2 {
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if len(match) >= 4 {
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blocks = append(blocks, FileBlock{
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Filename: strings.TrimSpace(match[1]),
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Language: match[2],
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Content: strings.TrimSpace(match[3]),
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})
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}
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}
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// Pattern 3: File header notation
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// --- filename: path/to/file.ext ---
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// content
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// --- end ---
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pattern3 := regexp.MustCompile("(?s)---\\s*(?:filename|file):\\s*([^\\n]+)\\s*---\\s*\\n(.*?)\\n---\\s*(?:end)?\\s*---")
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matches3 := pattern3.FindAllStringSubmatch(response, -1)
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for _, match := range matches3 {
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if len(match) >= 3 {
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blocks = append(blocks, FileBlock{
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Filename: strings.TrimSpace(match[1]),
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Language: rp.detectLanguage(match[1]),
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Content: strings.TrimSpace(match[2]),
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})
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}
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}
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// Pattern 4: Shell script style file creation
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// cat > filename.ext << 'EOF'
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// content
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// EOF
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pattern4 := regexp.MustCompile("(?s)cat\\s*>\\s*([^\\s<]+)\\s*<<\\s*['\"]?EOF['\"]?\\s*\\n(.*?)\\nEOF")
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matches4 := pattern4.FindAllStringSubmatch(response, -1)
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for _, match := range matches4 {
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if len(match) >= 3 {
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blocks = append(blocks, FileBlock{
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Filename: strings.TrimSpace(match[1]),
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Language: rp.detectLanguage(match[1]),
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Content: strings.TrimSpace(match[2]),
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})
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}
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}
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return blocks
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}
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// extractCommands extracts shell commands from response
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func (rp *ResponseParser) extractCommands(response string) []string {
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var commands []string
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// Pattern: Markdown code blocks marked as bash/sh
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pattern := regexp.MustCompile("(?s)```(?:bash|sh|shell)\\s*\\n(.*?)```")
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matches := pattern.FindAllStringSubmatch(response, -1)
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for _, match := range matches {
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if len(match) >= 2 {
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lines := strings.Split(strings.TrimSpace(match[1]), "\n")
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for _, line := range lines {
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line = strings.TrimSpace(line)
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// Skip comments and empty lines
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if line != "" && !strings.HasPrefix(line, "#") {
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commands = append(commands, line)
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}
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}
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}
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}
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return commands
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}
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// detectLanguage attempts to detect language from filename extension
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func (rp *ResponseParser) detectLanguage(filename string) string {
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ext := ""
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if idx := strings.LastIndex(filename, "."); idx != -1 {
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ext = strings.ToLower(filename[idx+1:])
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}
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languageMap := map[string]string{
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"go": "go",
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"py": "python",
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"js": "javascript",
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"ts": "typescript",
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"java": "java",
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"cpp": "cpp",
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"c": "c",
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"rs": "rust",
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"sh": "bash",
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"bash": "bash",
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"yaml": "yaml",
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"yml": "yaml",
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"json": "json",
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"xml": "xml",
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"html": "html",
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"css": "css",
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"md": "markdown",
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"txt": "text",
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"sql": "sql",
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"rb": "ruby",
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"php": "php",
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}
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if lang, ok := languageMap[ext]; ok {
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return lang
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}
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return "text"
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}
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@@ -4,10 +4,12 @@ import (
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"context"
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"fmt"
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"log"
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"strconv"
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"strings"
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"time"
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"chorus/pkg/ai"
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"chorus/pkg/prompt"
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)
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// TaskExecutionEngine provides AI-powered task execution with isolated sandboxes
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@@ -20,12 +22,12 @@ type TaskExecutionEngine interface {
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// TaskExecutionRequest represents a task to be executed
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type TaskExecutionRequest struct {
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ID string `json:"id"`
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Type string `json:"type"`
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Description string `json:"description"`
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Context map[string]interface{} `json:"context,omitempty"`
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Requirements *TaskRequirements `json:"requirements,omitempty"`
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Timeout time.Duration `json:"timeout,omitempty"`
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ID string `json:"id"`
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Type string `json:"type"`
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Description string `json:"description"`
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Context map[string]interface{} `json:"context,omitempty"`
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Requirements *TaskRequirements `json:"requirements,omitempty"`
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Timeout time.Duration `json:"timeout,omitempty"`
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}
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// TaskRequirements specifies execution environment needs
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@@ -51,54 +53,54 @@ type TaskExecutionResult struct {
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// TaskArtifact represents a file or data produced during execution
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type TaskArtifact struct {
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Name string `json:"name"`
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Type string `json:"type"`
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Path string `json:"path,omitempty"`
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Content []byte `json:"content,omitempty"`
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Size int64 `json:"size"`
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CreatedAt time.Time `json:"created_at"`
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Metadata map[string]string `json:"metadata,omitempty"`
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Name string `json:"name"`
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Type string `json:"type"`
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Path string `json:"path,omitempty"`
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Content []byte `json:"content,omitempty"`
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Size int64 `json:"size"`
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CreatedAt time.Time `json:"created_at"`
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Metadata map[string]string `json:"metadata,omitempty"`
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}
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// ExecutionMetrics tracks resource usage and performance
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type ExecutionMetrics struct {
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StartTime time.Time `json:"start_time"`
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EndTime time.Time `json:"end_time"`
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Duration time.Duration `json:"duration"`
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AIProviderTime time.Duration `json:"ai_provider_time"`
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SandboxTime time.Duration `json:"sandbox_time"`
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StartTime time.Time `json:"start_time"`
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EndTime time.Time `json:"end_time"`
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Duration time.Duration `json:"duration"`
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AIProviderTime time.Duration `json:"ai_provider_time"`
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SandboxTime time.Duration `json:"sandbox_time"`
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ResourceUsage *ResourceUsage `json:"resource_usage,omitempty"`
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CommandsExecuted int `json:"commands_executed"`
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FilesGenerated int `json:"files_generated"`
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CommandsExecuted int `json:"commands_executed"`
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FilesGenerated int `json:"files_generated"`
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}
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// EngineConfig configures the task execution engine
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type EngineConfig struct {
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AIProviderFactory *ai.ProviderFactory `json:"-"`
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SandboxDefaults *SandboxConfig `json:"sandbox_defaults"`
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DefaultTimeout time.Duration `json:"default_timeout"`
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MaxConcurrentTasks int `json:"max_concurrent_tasks"`
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EnableMetrics bool `json:"enable_metrics"`
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LogLevel string `json:"log_level"`
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AIProviderFactory *ai.ProviderFactory `json:"-"`
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SandboxDefaults *SandboxConfig `json:"sandbox_defaults"`
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DefaultTimeout time.Duration `json:"default_timeout"`
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MaxConcurrentTasks int `json:"max_concurrent_tasks"`
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EnableMetrics bool `json:"enable_metrics"`
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LogLevel string `json:"log_level"`
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}
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// EngineMetrics tracks overall engine performance
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type EngineMetrics struct {
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TasksExecuted int64 `json:"tasks_executed"`
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TasksSuccessful int64 `json:"tasks_successful"`
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TasksFailed int64 `json:"tasks_failed"`
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AverageTime time.Duration `json:"average_time"`
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TasksExecuted int64 `json:"tasks_executed"`
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TasksSuccessful int64 `json:"tasks_successful"`
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TasksFailed int64 `json:"tasks_failed"`
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AverageTime time.Duration `json:"average_time"`
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TotalExecutionTime time.Duration `json:"total_execution_time"`
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ActiveTasks int `json:"active_tasks"`
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ActiveTasks int `json:"active_tasks"`
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}
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// DefaultTaskExecutionEngine implements the TaskExecutionEngine interface
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type DefaultTaskExecutionEngine struct {
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config *EngineConfig
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aiFactory *ai.ProviderFactory
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metrics *EngineMetrics
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activeTasks map[string]context.CancelFunc
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logger *log.Logger
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config *EngineConfig
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aiFactory *ai.ProviderFactory
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metrics *EngineMetrics
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activeTasks map[string]context.CancelFunc
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logger *log.Logger
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}
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// NewTaskExecutionEngine creates a new task execution engine
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@@ -192,26 +194,49 @@ func (e *DefaultTaskExecutionEngine) ExecuteTask(ctx context.Context, request *T
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// executeTaskInternal performs the actual task execution
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func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, request *TaskExecutionRequest, result *TaskExecutionResult) error {
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// Step 1: Determine AI model and get provider
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if request == nil {
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return fmt.Errorf("task execution request cannot be nil")
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}
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aiStartTime := time.Now()
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role := e.determineRoleFromTask(request)
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provider, providerConfig, err := e.aiFactory.GetProviderForRole(role)
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if err != nil {
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return fmt.Errorf("failed to get AI provider for role %s: %w", role, err)
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}
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// Step 2: Create AI request
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roleConfig, _ := e.aiFactory.GetRoleConfig(role)
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aiRequest := &ai.TaskRequest{
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TaskID: request.ID,
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TaskTitle: request.Type,
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TaskDescription: request.Description,
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Context: request.Context,
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ModelName: providerConfig.DefaultModel,
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AgentRole: role,
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TaskID: request.ID,
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TaskTitle: extractTaskTitle(request),
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TaskDescription: request.Description,
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Context: request.Context,
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AgentRole: role,
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AgentID: extractAgentID(request.Context),
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Repository: extractRepository(request.Context),
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TaskLabels: extractTaskLabels(request.Context),
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Priority: extractContextInt(request.Context, "priority"),
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Complexity: extractContextInt(request.Context, "complexity"),
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ModelName: providerConfig.DefaultModel,
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Temperature: providerConfig.Temperature,
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MaxTokens: providerConfig.MaxTokens,
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WorkingDirectory: extractWorkingDirectory(request.Context),
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EnableTools: providerConfig.EnableTools || roleConfig.EnableTools,
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MCPServers: combineStringSlices(providerConfig.MCPServers, roleConfig.MCPServers),
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AllowedTools: combineStringSlices(roleConfig.AllowedTools, nil),
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}
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if aiRequest.AgentID == "" {
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aiRequest.AgentID = request.ID
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}
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if systemPrompt := e.resolveSystemPrompt(role, roleConfig, request.Context); systemPrompt != "" {
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aiRequest.SystemPrompt = systemPrompt
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}
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// Step 3: Get AI response
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aiResponse, err := provider.ExecuteTask(ctx, aiRequest)
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if err != nil {
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return fmt.Errorf("AI provider execution failed: %w", err)
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@@ -219,14 +244,20 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re
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result.Metrics.AIProviderTime = time.Since(aiStartTime)
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// Step 4: Parse AI response for executable commands
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commands, artifacts, err := e.parseAIResponse(aiResponse)
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if err != nil {
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return fmt.Errorf("failed to parse AI response: %w", err)
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}
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// Step 5: Execute commands in sandbox if needed
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if len(commands) > 0 {
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// Only execute sandbox if sandbox type is not explicitly disabled (empty string or "none")
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sandboxType := ""
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if request.Requirements != nil {
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sandboxType = request.Requirements.SandboxType
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}
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shouldExecuteSandbox := len(commands) > 0 && sandboxType != "" && sandboxType != "none"
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if shouldExecuteSandbox {
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sandboxStartTime := time.Now()
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sandboxResult, err := e.executeSandboxCommands(ctx, request, commands)
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@@ -238,16 +269,13 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re
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result.Metrics.CommandsExecuted = len(commands)
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result.Metrics.ResourceUsage = sandboxResult.ResourceUsage
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// Merge sandbox artifacts
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artifacts = append(artifacts, sandboxResult.Artifacts...)
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}
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// Step 6: Process results and artifacts
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result.Output = e.formatOutput(aiResponse, artifacts)
|
||||
result.Artifacts = artifacts
|
||||
result.Metrics.FilesGenerated = len(artifacts)
|
||||
|
||||
// Add metadata
|
||||
result.Metadata = map[string]interface{}{
|
||||
"ai_provider": providerConfig.Type,
|
||||
"ai_model": providerConfig.DefaultModel,
|
||||
@@ -260,26 +288,365 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re
|
||||
|
||||
// determineRoleFromTask analyzes the task to determine appropriate AI role
|
||||
func (e *DefaultTaskExecutionEngine) determineRoleFromTask(request *TaskExecutionRequest) string {
|
||||
taskType := strings.ToLower(request.Type)
|
||||
description := strings.ToLower(request.Description)
|
||||
|
||||
// Determine role based on task type and description keywords
|
||||
if strings.Contains(taskType, "code") || strings.Contains(description, "program") ||
|
||||
strings.Contains(description, "script") || strings.Contains(description, "function") {
|
||||
if request == nil {
|
||||
return "developer"
|
||||
}
|
||||
|
||||
if strings.Contains(taskType, "analysis") || strings.Contains(description, "analyze") ||
|
||||
strings.Contains(description, "review") {
|
||||
return "analyst"
|
||||
if role := extractRoleFromContext(request.Context); role != "" {
|
||||
return role
|
||||
}
|
||||
|
||||
if strings.Contains(taskType, "test") || strings.Contains(description, "test") {
|
||||
return "tester"
|
||||
typeLower := strings.ToLower(request.Type)
|
||||
descriptionLower := strings.ToLower(request.Description)
|
||||
|
||||
switch {
|
||||
case strings.Contains(typeLower, "security") || strings.Contains(descriptionLower, "security"):
|
||||
return normalizeRole("security")
|
||||
case strings.Contains(typeLower, "test") || strings.Contains(descriptionLower, "test"):
|
||||
return normalizeRole("tester")
|
||||
case strings.Contains(typeLower, "review") || strings.Contains(descriptionLower, "review"):
|
||||
return normalizeRole("reviewer")
|
||||
case strings.Contains(typeLower, "design") || strings.Contains(typeLower, "architecture") || strings.Contains(descriptionLower, "architecture") || strings.Contains(descriptionLower, "design"):
|
||||
return normalizeRole("architect")
|
||||
case strings.Contains(typeLower, "analysis") || strings.Contains(descriptionLower, "analysis") || strings.Contains(descriptionLower, "analyz"):
|
||||
return normalizeRole("systems analyst")
|
||||
case strings.Contains(typeLower, "doc") || strings.Contains(descriptionLower, "documentation") || strings.Contains(descriptionLower, "docs"):
|
||||
return normalizeRole("technical writer")
|
||||
default:
|
||||
return normalizeRole("developer")
|
||||
}
|
||||
}
|
||||
|
||||
func (e *DefaultTaskExecutionEngine) resolveSystemPrompt(role string, roleConfig ai.RoleConfig, ctx map[string]interface{}) string {
|
||||
if promptText := extractSystemPromptFromContext(ctx); promptText != "" {
|
||||
return promptText
|
||||
}
|
||||
if strings.TrimSpace(roleConfig.SystemPrompt) != "" {
|
||||
return strings.TrimSpace(roleConfig.SystemPrompt)
|
||||
}
|
||||
if role != "" {
|
||||
if composed, err := prompt.ComposeSystemPrompt(role); err == nil && strings.TrimSpace(composed) != "" {
|
||||
return composed
|
||||
}
|
||||
}
|
||||
if defaultInstr := prompt.GetDefaultInstructions(); strings.TrimSpace(defaultInstr) != "" {
|
||||
return strings.TrimSpace(defaultInstr)
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractRoleFromContext(ctx map[string]interface{}) string {
|
||||
if ctx == nil {
|
||||
return ""
|
||||
}
|
||||
|
||||
// Default to general purpose
|
||||
return "general"
|
||||
if rolesVal, ok := ctx["required_roles"]; ok {
|
||||
if roles := convertToStringSlice(rolesVal); len(roles) > 0 {
|
||||
for _, role := range roles {
|
||||
if normalized := normalizeRole(role); normalized != "" {
|
||||
return normalized
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
candidates := []string{
|
||||
extractStringFromContext(ctx, "required_role"),
|
||||
extractStringFromContext(ctx, "role"),
|
||||
extractStringFromContext(ctx, "agent_role"),
|
||||
extractStringFromNestedMap(ctx, "agent_info", "role"),
|
||||
extractStringFromNestedMap(ctx, "task_metadata", "required_role"),
|
||||
extractStringFromNestedMap(ctx, "task_metadata", "role"),
|
||||
extractStringFromNestedMap(ctx, "council", "role"),
|
||||
}
|
||||
|
||||
for _, candidate := range candidates {
|
||||
if normalized := normalizeRole(candidate); normalized != "" {
|
||||
return normalized
|
||||
}
|
||||
}
|
||||
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractSystemPromptFromContext(ctx map[string]interface{}) string {
|
||||
if promptText := extractStringFromContext(ctx, "system_prompt"); promptText != "" {
|
||||
return promptText
|
||||
}
|
||||
if promptText := extractStringFromNestedMap(ctx, "task_metadata", "system_prompt"); promptText != "" {
|
||||
return promptText
|
||||
}
|
||||
if promptText := extractStringFromNestedMap(ctx, "council", "system_prompt"); promptText != "" {
|
||||
return promptText
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractTaskTitle(request *TaskExecutionRequest) string {
|
||||
if request == nil {
|
||||
return ""
|
||||
}
|
||||
if title := extractStringFromContext(request.Context, "task_title"); title != "" {
|
||||
return title
|
||||
}
|
||||
if title := extractStringFromNestedMap(request.Context, "task_metadata", "title"); title != "" {
|
||||
return title
|
||||
}
|
||||
if request.Type != "" {
|
||||
return request.Type
|
||||
}
|
||||
return request.ID
|
||||
}
|
||||
|
||||
func extractRepository(ctx map[string]interface{}) string {
|
||||
if repo := extractStringFromContext(ctx, "repository"); repo != "" {
|
||||
return repo
|
||||
}
|
||||
if repo := extractStringFromNestedMap(ctx, "task_metadata", "repository"); repo != "" {
|
||||
return repo
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractAgentID(ctx map[string]interface{}) string {
|
||||
if id := extractStringFromContext(ctx, "agent_id"); id != "" {
|
||||
return id
|
||||
}
|
||||
if id := extractStringFromNestedMap(ctx, "agent_info", "id"); id != "" {
|
||||
return id
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractWorkingDirectory(ctx map[string]interface{}) string {
|
||||
if dir := extractStringFromContext(ctx, "working_directory"); dir != "" {
|
||||
return dir
|
||||
}
|
||||
if dir := extractStringFromNestedMap(ctx, "task_metadata", "working_directory"); dir != "" {
|
||||
return dir
|
||||
}
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractTaskLabels(ctx map[string]interface{}) []string {
|
||||
if ctx == nil {
|
||||
return nil
|
||||
}
|
||||
|
||||
labels := convertToStringSlice(ctx["labels"])
|
||||
if meta, ok := ctx["task_metadata"].(map[string]interface{}); ok {
|
||||
labels = append(labels, convertToStringSlice(meta["labels"])...)
|
||||
}
|
||||
|
||||
return uniqueStrings(labels)
|
||||
}
|
||||
|
||||
func convertToStringSlice(value interface{}) []string {
|
||||
switch v := value.(type) {
|
||||
case []string:
|
||||
result := make([]string, 0, len(v))
|
||||
for _, item := range v {
|
||||
item = strings.TrimSpace(item)
|
||||
if item != "" {
|
||||
result = append(result, item)
|
||||
}
|
||||
}
|
||||
return result
|
||||
case []interface{}:
|
||||
result := make([]string, 0, len(v))
|
||||
for _, item := range v {
|
||||
if str, ok := item.(string); ok {
|
||||
str = strings.TrimSpace(str)
|
||||
if str != "" {
|
||||
result = append(result, str)
|
||||
}
|
||||
}
|
||||
}
|
||||
return result
|
||||
case string:
|
||||
trimmed := strings.TrimSpace(v)
|
||||
if trimmed == "" {
|
||||
return nil
|
||||
}
|
||||
parts := strings.Split(trimmed, ",")
|
||||
if len(parts) == 1 {
|
||||
return []string{trimmed}
|
||||
}
|
||||
result := make([]string, 0, len(parts))
|
||||
for _, part := range parts {
|
||||
p := strings.TrimSpace(part)
|
||||
if p != "" {
|
||||
result = append(result, p)
|
||||
}
|
||||
}
|
||||
return result
|
||||
default:
|
||||
return nil
|
||||
}
|
||||
}
|
||||
|
||||
func uniqueStrings(values []string) []string {
|
||||
if len(values) == 0 {
|
||||
return nil
|
||||
}
|
||||
|
||||
seen := make(map[string]struct{})
|
||||
result := make([]string, 0, len(values))
|
||||
for _, value := range values {
|
||||
trimmed := strings.TrimSpace(value)
|
||||
if trimmed == "" {
|
||||
continue
|
||||
}
|
||||
if _, exists := seen[trimmed]; exists {
|
||||
continue
|
||||
}
|
||||
seen[trimmed] = struct{}{}
|
||||
result = append(result, trimmed)
|
||||
}
|
||||
if len(result) == 0 {
|
||||
return nil
|
||||
}
|
||||
return result
|
||||
}
|
||||
|
||||
func extractContextInt(ctx map[string]interface{}, key string) int {
|
||||
if ctx == nil {
|
||||
return 0
|
||||
}
|
||||
|
||||
if value, ok := ctx[key]; ok {
|
||||
if intVal, ok := toInt(value); ok {
|
||||
return intVal
|
||||
}
|
||||
}
|
||||
|
||||
if meta, ok := ctx["task_metadata"].(map[string]interface{}); ok {
|
||||
if value, ok := meta[key]; ok {
|
||||
if intVal, ok := toInt(value); ok {
|
||||
return intVal
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return 0
|
||||
}
|
||||
|
||||
func toInt(value interface{}) (int, bool) {
|
||||
switch v := value.(type) {
|
||||
case int:
|
||||
return v, true
|
||||
case int32:
|
||||
return int(v), true
|
||||
case int64:
|
||||
return int(v), true
|
||||
case float64:
|
||||
return int(v), true
|
||||
case float32:
|
||||
return int(v), true
|
||||
case string:
|
||||
trimmed := strings.TrimSpace(v)
|
||||
if trimmed == "" {
|
||||
return 0, false
|
||||
}
|
||||
parsed, err := strconv.Atoi(trimmed)
|
||||
if err != nil {
|
||||
return 0, false
|
||||
}
|
||||
return parsed, true
|
||||
default:
|
||||
return 0, false
|
||||
}
|
||||
}
|
||||
|
||||
func extractStringFromContext(ctx map[string]interface{}, key string) string {
|
||||
if ctx == nil {
|
||||
return ""
|
||||
}
|
||||
|
||||
if value, ok := ctx[key]; ok {
|
||||
switch v := value.(type) {
|
||||
case string:
|
||||
return strings.TrimSpace(v)
|
||||
case fmt.Stringer:
|
||||
return strings.TrimSpace(v.String())
|
||||
}
|
||||
}
|
||||
|
||||
return ""
|
||||
}
|
||||
|
||||
func extractStringFromNestedMap(ctx map[string]interface{}, parentKey, key string) string {
|
||||
if ctx == nil {
|
||||
return ""
|
||||
}
|
||||
|
||||
nested, ok := ctx[parentKey].(map[string]interface{})
|
||||
if !ok {
|
||||
return ""
|
||||
}
|
||||
|
||||
return getStringFromMap(nested, key)
|
||||
}
|
||||
|
||||
func getStringFromMap(m map[string]interface{}, key string) string {
|
||||
if m == nil {
|
||||
return ""
|
||||
}
|
||||
|
||||
if value, ok := m[key]; ok {
|
||||
switch v := value.(type) {
|
||||
case string:
|
||||
return strings.TrimSpace(v)
|
||||
case fmt.Stringer:
|
||||
return strings.TrimSpace(v.String())
|
||||
}
|
||||
}
|
||||
|
||||
return ""
|
||||
}
|
||||
|
||||
func combineStringSlices(base []string, extra []string) []string {
|
||||
if len(base) == 0 && len(extra) == 0 {
|
||||
return nil
|
||||
}
|
||||
|
||||
seen := make(map[string]struct{})
|
||||
combined := make([]string, 0, len(base)+len(extra))
|
||||
|
||||
appendValues := func(values []string) {
|
||||
for _, value := range values {
|
||||
trimmed := strings.TrimSpace(value)
|
||||
if trimmed == "" {
|
||||
continue
|
||||
}
|
||||
if _, exists := seen[trimmed]; exists {
|
||||
continue
|
||||
}
|
||||
seen[trimmed] = struct{}{}
|
||||
combined = append(combined, trimmed)
|
||||
}
|
||||
}
|
||||
|
||||
appendValues(base)
|
||||
appendValues(extra)
|
||||
|
||||
if len(combined) == 0 {
|
||||
return nil
|
||||
}
|
||||
|
||||
return combined
|
||||
}
|
||||
|
||||
func normalizeRole(role string) string {
|
||||
role = strings.TrimSpace(role)
|
||||
if role == "" {
|
||||
return ""
|
||||
}
|
||||
role = strings.ToLower(role)
|
||||
role = strings.ReplaceAll(role, "_", "-")
|
||||
role = strings.ReplaceAll(role, " ", "-")
|
||||
role = strings.ReplaceAll(role, "--", "-")
|
||||
return role
|
||||
}
|
||||
|
||||
// parseAIResponse extracts executable commands and artifacts from AI response
|
||||
@@ -501,4 +868,4 @@ func (e *DefaultTaskExecutionEngine) Shutdown() error {
|
||||
|
||||
e.logger.Printf("TaskExecutionEngine shutdown complete")
|
||||
return nil
|
||||
}
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user