diff --git a/go.mod b/go.mod
index 8e2fafeee..f3f4c8716 100644
--- a/go.mod
+++ b/go.mod
@@ -31,7 +31,7 @@ require (
 	github.com/mholt/archiver/v3 v3.5.1
 	github.com/microcosm-cc/bluemonday v1.0.27
 	github.com/modelcontextprotocol/go-sdk v1.4.0
-	github.com/mudler/cogito v0.9.3-0.20260306202429-e073d115bd04
+	github.com/mudler/cogito v0.9.5-0.20260313170202-42271c7e1a6b
 	github.com/mudler/edgevpn v0.31.1
 	github.com/mudler/go-processmanager v0.1.0
 	github.com/mudler/memory v0.0.0-20251216220809-d1256471a6c2
@@ -49,21 +49,23 @@ require (
 	github.com/schollz/progressbar/v3 v3.19.0
 	github.com/shirou/gopsutil/v3 v3.24.5
 	github.com/streamer45/silero-vad-go v0.2.1
-	github.com/stretchr/testify v1.11.1
 	github.com/swaggo/echo-swagger v1.4.1
 	github.com/swaggo/swag v1.16.6
 	github.com/testcontainers/testcontainers-go v0.40.0
-	github.com/tmc/langchaingo v0.1.14
 	go.opentelemetry.io/otel v1.42.0
 	go.opentelemetry.io/otel/exporters/prometheus v0.62.0
 	go.opentelemetry.io/otel/metric v1.42.0
 	go.opentelemetry.io/otel/sdk/metric v1.42.0
 	google.golang.org/grpc v1.79.1
+	google.golang.org/protobuf v1.36.11
 	gopkg.in/yaml.v3 v3.0.1
 	oras.land/oras-go/v2 v2.6.0
 )
 
-require google.golang.org/protobuf v1.36.11 // indirect
+require (
+	github.com/stretchr/testify v1.11.1 // indirect
+	github.com/tmc/langchaingo v0.1.14 // indirect
+)
 
 require (
 	github.com/JohannesKaufmann/dom v0.2.0 // indirect
@@ -126,8 +128,8 @@ require (
 	github.com/kevinburke/ssh_config v1.2.0 // indirect
 	github.com/labstack/gommon v0.4.2 // indirect
 	github.com/mschoch/smat v0.2.0 // indirect
-	github.com/mudler/LocalAGI v0.0.0-20260306154948-5a27c471ca78
-	github.com/mudler/localrecall v0.5.4 // indirect
+	github.com/mudler/LocalAGI v0.0.0-20260311165347-2d2da7df95e1
+	github.com/mudler/localrecall v0.5.6 // indirect
 	github.com/mudler/skillserver v0.0.5-0.20260221145827-0639a82c8f49
 	github.com/olekukonko/tablewriter v0.0.5 // indirect
 	github.com/oxffaa/gopher-parse-sitemap v0.0.0-20191021113419-005d2eb1def4 // indirect
diff --git a/go.sum b/go.sum
index b259f61da..688b7bac2 100644
--- a/go.sum
+++ b/go.sum
@@ -654,18 +654,18 @@ github.com/mr-tron/base58 v1.2.0 h1:T/HDJBh4ZCPbU39/+c3rRvE0uKBQlU27+QI8LJ4t64o=
 github.com/mr-tron/base58 v1.2.0/go.mod h1:BinMc/sQntlIE1frQmRFPUoPA1Zkr8VRgBdjWI2mNwc=
 github.com/mschoch/smat v0.2.0 h1:8imxQsjDm8yFEAVBe7azKmKSgzSkZXDuKkSq9374khM=
 github.com/mschoch/smat v0.2.0/go.mod h1:kc9mz7DoBKqDyiRL7VZN8KvXQMWeTaVnttLRXOlotKw=
-github.com/mudler/LocalAGI v0.0.0-20260306154948-5a27c471ca78 h1:B3FgipRORpDtDvNlCC/w4N6PPwIyn7M/mzeRiq0EV4o=
-github.com/mudler/LocalAGI v0.0.0-20260306154948-5a27c471ca78/go.mod h1:e/00in01SHCpzUD/UyJMopn7P+vJMjsk6qkxZC1qPW0=
-github.com/mudler/cogito v0.9.3-0.20260306202429-e073d115bd04 h1:33Lqv8VBaV/AoaaVtZ5+Bcig4T9fvj0dQmKFCon5Xxo=
-github.com/mudler/cogito v0.9.3-0.20260306202429-e073d115bd04/go.mod h1:6sfja3lcu2nWRzEc0wwqGNu/eCG3EWgij+8s7xyUeQ4=
+github.com/mudler/LocalAGI v0.0.0-20260311165347-2d2da7df95e1 h1:EvG0FDIDGciO7laxgSTUuFjcpWEwhfUM9zfl/T3TVF0=
+github.com/mudler/LocalAGI v0.0.0-20260311165347-2d2da7df95e1/go.mod h1:6LQyB+kxvh3LGrv4tXk9FVvBvaFRJ14vn09+4xWwmI8=
+github.com/mudler/cogito v0.9.5-0.20260313170202-42271c7e1a6b h1:Hs2Byjnukgkwm5Vw7z5aSZEjznPHaxjr2vLc5Uu1fHQ=
+github.com/mudler/cogito v0.9.5-0.20260313170202-42271c7e1a6b/go.mod h1:6sfja3lcu2nWRzEc0wwqGNu/eCG3EWgij+8s7xyUeQ4=
 github.com/mudler/edgevpn v0.31.1 h1:7qegiDWd0kAg6ljhNHxqvp8hbo/6BbzSdbb7/2WZfiY=
 github.com/mudler/edgevpn v0.31.1/go.mod h1:ftV5B0nKFzm4R8vR80UYnCb2nf7lxCRgAALxUEEgCf8=
 github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc h1:RxwneJl1VgvikiX28EkpdAyL4yQVnJMrbquKospjHyA=
 github.com/mudler/go-piper v0.0.0-20241023091659-2494246fd9fc/go.mod h1:O7SwdSWMilAWhBZMK9N9Y/oBDyMMzshE3ju8Xkexwig=
 github.com/mudler/go-processmanager v0.1.0 h1:fcSKgF9U/a1Z7KofAFeZnke5YseadCI5GqL9oT0LS3E=
 github.com/mudler/go-processmanager v0.1.0/go.mod h1:h6kmHUZeafr+k5hRYpGLMzJFH4hItHffgpRo2QIkP+o=
-github.com/mudler/localrecall v0.5.4 h1:hVPGHRDBOkGUJYL6Zm37sG8uoZObc8jtIJlDY/+NVb4=
-github.com/mudler/localrecall v0.5.4/go.mod h1:TZVXQI840MqjDtilBLc7kfmnctK4oNf1IR+cE68zno8=
+github.com/mudler/localrecall v0.5.6 h1:dmAtGSUwVnrtRLbY+DKg2aPEerhDGxDhIdr6muYCOvM=
+github.com/mudler/localrecall v0.5.6/go.mod h1:TZVXQI840MqjDtilBLc7kfmnctK4oNf1IR+cE68zno8=
 github.com/mudler/memory v0.0.0-20251216220809-d1256471a6c2 h1:+WHsL/j6EWOMUiMVIOJNKOwSKiQt/qDPc9fePCf87fA=
 github.com/mudler/memory v0.0.0-20251216220809-d1256471a6c2/go.mod h1:EA8Ashhd56o32qN7ouPKFSRUs/Z+LrRCF4v6R2Oarm8=
 github.com/mudler/skillserver v0.0.5-0.20260221145827-0639a82c8f49 h1:dAF1ALXqqapRZo80x56BIBBcPrPbRNerbd66rdyO8J4=