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-rw-r--r--agent/pw_agent.go126
1 files changed, 126 insertions, 0 deletions
diff --git a/agent/pw_agent.go b/agent/pw_agent.go
new file mode 100644
index 0000000..2807331
--- /dev/null
+++ b/agent/pw_agent.go
@@ -0,0 +1,126 @@
+package agent
+
+import (
+ "encoding/json"
+ "gf-lt/models"
+ "strings"
+)
+
+// PWAgent: is AgenterA type agent (enclosed with tool chaining)
+// sysprompt explain tools and how to plan for execution
+type PWAgent struct {
+ *AgentClient
+ sysprompt string
+}
+
+// NewPWAgent creates a PWAgent with the given client and system prompt
+func NewPWAgent(client *AgentClient, sysprompt string) *PWAgent {
+ return &PWAgent{AgentClient: client, sysprompt: sysprompt}
+}
+
+// SetTools sets the tools available to the agent
+func (a *PWAgent) SetTools(tools []models.Tool) {
+ a.tools = tools
+}
+
+func (a *PWAgent) ProcessTask(task string) []byte {
+ req, err := a.FormFirstMsg(a.sysprompt, task)
+ if err != nil {
+ a.Log().Error("PWAgent failed to process the request", "error", err)
+ return []byte("PWAgent failed to process the request; err: " + err.Error())
+ }
+ toolCallLimit := 10
+ for i := 0; i < toolCallLimit; i++ {
+ resp, err := a.LLMRequest(req)
+ if err != nil {
+ a.Log().Error("failed to process the request", "error", err)
+ return []byte("failed to process the request; err: " + err.Error())
+ }
+ execTool, toolCallID, hasToolCall := findToolCall(resp)
+ if !hasToolCall {
+ return resp
+ }
+
+ a.setToolCallOnLastMessage(resp, toolCallID)
+
+ toolResp := string(execTool())
+ req, err = a.FormMsgWithToolCallID(toolResp, toolCallID)
+ if err != nil {
+ a.Log().Error("failed to form next message", "error", err)
+ return []byte("failed to form next message; err: " + err.Error())
+ }
+ }
+ return nil
+}
+
+func (a *PWAgent) setToolCallOnLastMessage(resp []byte, toolCallID string) {
+ if toolCallID == "" {
+ return
+ }
+
+ var genericResp map[string]interface{}
+ if err := json.Unmarshal(resp, &genericResp); err != nil {
+ return
+ }
+
+ var name string
+ var args map[string]string
+
+ if choices, ok := genericResp["choices"].([]interface{}); ok && len(choices) > 0 {
+ if firstChoice, ok := choices[0].(map[string]interface{}); ok {
+ if message, ok := firstChoice["message"].(map[string]interface{}); ok {
+ if toolCalls, ok := message["tool_calls"].([]interface{}); ok && len(toolCalls) > 0 {
+ if tc, ok := toolCalls[0].(map[string]interface{}); ok {
+ if fn, ok := tc["function"].(map[string]interface{}); ok {
+ name, _ = fn["name"].(string)
+ argsStr, _ := fn["arguments"].(string)
+ json.Unmarshal([]byte(argsStr), &args)
+ }
+ }
+ }
+ }
+ }
+ }
+
+ if name == "" {
+ content, _ := genericResp["content"].(string)
+ name = extractToolNameFromText(content)
+ }
+
+ lastIdx := len(a.chatBody.Messages) - 1
+ if lastIdx >= 0 {
+ a.chatBody.Messages[lastIdx].ToolCallID = toolCallID
+ if name != "" {
+ argsJSON, _ := json.Marshal(args)
+ a.chatBody.Messages[lastIdx].ToolCall = &models.ToolCall{
+ ID: toolCallID,
+ Name: name,
+ Args: string(argsJSON),
+ }
+ }
+ }
+}
+
+func extractToolNameFromText(text string) string {
+ jsStr := toolCallRE.FindString(text)
+ if jsStr == "" {
+ return ""
+ }
+ jsStr = strings.TrimSpace(jsStr)
+ jsStr = strings.TrimPrefix(jsStr, "__tool_call__")
+ jsStr = strings.TrimSuffix(jsStr, "__tool_call__")
+ jsStr = strings.TrimSpace(jsStr)
+
+ start := strings.Index(jsStr, "{")
+ end := strings.LastIndex(jsStr, "}")
+ if start == -1 || end == -1 || end <= start {
+ return ""
+ }
+ jsStr = jsStr[start : end+1]
+
+ var fc models.FuncCall
+ if err := json.Unmarshal([]byte(jsStr), &fc); err != nil {
+ return ""
+ }
+ return fc.Name
+}