diff --git a/core/agent/actions.go b/core/agent/actions.go
index 8d58794..a004586 100644
--- a/core/agent/actions.go
+++ b/core/agent/actions.go
@@ -2,7 +2,9 @@ package agent
 
 import (
 	"context"
+	"encoding/json"
 	"fmt"
+	"os"
 
 	"github.com/mudler/LocalAgent/core/action"
 	"github.com/mudler/LocalAgent/pkg/xlog"
@@ -87,6 +89,10 @@ func (a *Agent) decision(
 		return nil, err
 	}
 
+	if err := a.saveConversation(append(conversation, msg), "decision"); err != nil {
+		xlog.Error("Error saving conversation", "error", err)
+	}
+
 	return &decisionResult{actionParams: params, actioName: msg.ToolCalls[0].Function.Name, message: msg.Content}, nil
 }
 
@@ -113,6 +119,26 @@ func (m Messages) Exist(content string) bool {
 	return false
 }
 
+func (m Messages) Save(path string) error {
+	content, err := json.MarshalIndent(m, "", "  ")
+	if err != nil {
+		return err
+	}
+
+	f, err := os.Create(path)
+	if err != nil {
+		return err
+	}
+
+	defer f.Close()
+
+	if _, err := f.Write(content); err != nil {
+		return err
+	}
+
+	return nil
+}
+
 func (a *Agent) generateParameters(ctx context.Context, pickTemplate string, act Action, c []openai.ChatCompletionMessage, reasoning string) (*decisionResult, error) {
 
 	stateHUD, err := renderTemplate(pickTemplate, a.prepareHUD(), a.systemInternalActions(), reasoning)
diff --git a/core/agent/agent.go b/core/agent/agent.go
index 88d4ffd..fef642c 100644
--- a/core/agent/agent.go
+++ b/core/agent/agent.go
@@ -177,7 +177,7 @@ func (a *Agent) ResetConversation() {
 	// store into memory the conversation before pruning it
 	// TODO: Shall we summarize the conversation into a bullet list of highlights
 	// using the LLM instead?
-	a.saveCurrentConversationInMemory()
+	a.saveCurrentConversation()
 
 	a.currentConversation = []openai.ChatCompletionMessage{}
 }
@@ -382,7 +382,7 @@ func (a *Agent) consumeJob(job *Job, role string) {
 			Content: reasoning,
 		})
 		job.Result.Conversation = a.currentConversation
-		a.saveCurrentConversationInMemory()
+		a.saveCurrentConversation()
 		job.Result.SetResponse(reasoning)
 		job.Result.Finish(nil)
 		return
@@ -532,7 +532,7 @@ func (a *Agent) consumeJob(job *Job, role string) {
 				}
 
 				a.currentConversation = append(a.currentConversation, msg)
-				a.saveCurrentConversationInMemory()
+				a.saveCurrentConversation()
 				job.Result.SetResponse(msg.Content)
 				job.Result.Conversation = a.currentConversation
 				job.Result.Finish(nil)
@@ -612,7 +612,7 @@ func (a *Agent) consumeJob(job *Job, role string) {
 		a.currentConversation = append(a.currentConversation, msg)
 		job.Result.Conversation = a.currentConversation
 		job.Result.SetResponse(msg.Content)
-		a.saveCurrentConversationInMemory()
+		a.saveCurrentConversation()
 		job.Result.Finish(nil)
 		return
 	}
@@ -642,7 +642,7 @@ func (a *Agent) consumeJob(job *Job, role string) {
 	job.Result.SetResponse(msg.Content)
 	xlog.Info("Response from LLM", "response", msg.Content, "agent", a.Character.Name)
 	job.Result.Conversation = a.currentConversation
-	a.saveCurrentConversationInMemory()
+	a.saveCurrentConversation()
 	job.Result.Finish(nil)
 }
 
diff --git a/core/agent/knowledgebase.go b/core/agent/knowledgebase.go
index cc6a3bd..29104da 100644
--- a/core/agent/knowledgebase.go
+++ b/core/agent/knowledgebase.go
@@ -2,6 +2,9 @@ package agent
 
 import (
 	"fmt"
+	"os"
+	"path/filepath"
+	"time"
 
 	"github.com/mudler/LocalAgent/pkg/xlog"
 	"github.com/sashabaranov/go-openai"
@@ -60,9 +63,25 @@ func (a *Agent) knowledgeBaseLookup() {
 		}}, a.currentConversation...)
 }
 
-func (a *Agent) saveCurrentConversationInMemory() {
+func (a *Agent) saveConversation(m Messages, prefix string) error {
+	if a.options.conversationsPath == "" {
+		return nil
+	}
+	dateTime := time.Now().Format("2006-01-02-15-04-05")
+	fileName := a.Character.Name + "-" + dateTime + ".json"
+	if prefix != "" {
+		fileName = prefix + "-" + fileName
+	}
+	os.MkdirAll(a.options.conversationsPath, os.ModePerm)
+	return m.Save(filepath.Join(a.options.conversationsPath, fileName))
+}
+
+func (a *Agent) saveCurrentConversation() {
+
+	if err := a.saveConversation(a.currentConversation, ""); err != nil {
+		xlog.Error("Error saving conversation", "error", err)
+	}
 
-	
 	if !a.options.enableLongTermMemory && !a.options.enableSummaryMemory {
 		xlog.Debug("Long term memory is disabled", "agent", a.Character.Name)
 		return
diff --git a/core/agent/options.go b/core/agent/options.go
index 2971a97..2b93d9b 100644
--- a/core/agent/options.go
+++ b/core/agent/options.go
@@ -40,6 +40,8 @@ type options struct {
 	// callbacks
 	reasoningCallback func(ActionCurrentState) bool
 	resultCallback    func(ActionState)
+
+	conversationsPath string
 }
 
 func defaultOptions() *options {
@@ -97,6 +99,13 @@ func WithTimeout(timeout string) Option {
 	}
 }
 
+func WithConversationsPath(path string) Option {
+	return func(o *options) error {
+		o.conversationsPath = path
+		return nil
+	}
+}
+
 func EnableKnowledgeBaseWithResults(results int) Option {
 	return func(o *options) error {
 		o.enableKB = true
diff --git a/core/state/pool.go b/core/state/pool.go
index 7be60fb..2f9212e 100644
--- a/core/state/pool.go
+++ b/core/state/pool.go
@@ -32,6 +32,7 @@ type AgentPool struct {
 	connectors                         func(*AgentConfig) []Connector
 	promptBlocks                       func(*AgentConfig) []PromptBlock
 	timeout                            string
+	conversationLogs                   string
 }
 
 type Status struct {
@@ -94,6 +95,7 @@ func NewAgentPool(
 			availableActions: availableActions,
 			promptBlocks:     promptBlocks,
 			timeout:          timeout,
+			conversationLogs: filepath.Join(directory, "conversations"),
 		}, nil
 	}
 
@@ -116,6 +118,7 @@ func NewAgentPool(
 		promptBlocks:     promptBlocks,
 		availableActions: availableActions,
 		timeout:          timeout,
+		conversationLogs: filepath.Join(directory, "conversations"),
 	}, nil
 }
 
@@ -272,6 +275,10 @@ func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error
 		opts = append(opts, EnableHUD)
 	}
 
+	if a.conversationLogs != "" {
+		opts = append(opts, WithConversationsPath(a.conversationLogs))
+	}
+
 	if config.StandaloneJob {
 		opts = append(opts, EnableStandaloneJob)
 	}
diff --git a/services/actions/search.go b/services/actions/search.go
index 3fe963e..b5e7e20 100644
--- a/services/actions/search.go
+++ b/services/actions/search.go
@@ -4,6 +4,7 @@ import (
 	"context"
 	"fmt"
 	"log/slog"
+	"strings"
 
 	"github.com/mudler/LocalAgent/core/action"
 	"github.com/sashabaranov/go-openai/jsonschema"
@@ -59,7 +60,16 @@ func (a *SearchAction) Run(ctx context.Context, params action.ActionParams) (act
 	rxStrict := xurls.Strict()
 	urls := rxStrict.FindAllString(res, -1)
 
-	return action.ActionResult{Result: res, Metadata: map[string]interface{}{MetadataUrls: urls}}, nil
+	results := []string{}
+	for _, u := range urls {
+		// remove //duckduckgo.com/l/?uddg= from the url
+		u = strings.ReplaceAll(u, "//duckduckgo.com/l/?uddg=", "")
+		// remove everything with &rut=.... at the end
+		u = strings.Split(u, "&rut=")[0]
+		results = append(results, u)
+	}
+
+	return action.ActionResult{Result: res, Metadata: map[string]interface{}{MetadataUrls: results}}, nil
 }
 
 func (a *SearchAction) Definition() action.ActionDefinition {