Fix browser closure timing in search agent

Move defer statement to ensure browser closure occurs only after assigning the browser to the context. This prevents potential issues of premature resource release.

cmd/agent/cmd.go

@@ -7,10 +7,11 @@ import (
 	"os"
 	"strings"
 
-	"gitea.stevedudenhoeffer.com/steve/answer/pkg/agents"
 	gollm "gitea.stevedudenhoeffer.com/steve/go-llm"
 	"github.com/joho/godotenv"
 	"github.com/urfave/cli"
+
+	"gitea.stevedudenhoeffer.com/steve/answer/pkg/agents"
 )
 
 func getKey(key string, env string) string {
@@ -80,7 +81,7 @@ func main() {
 				llm = gollm.OpenAI(getKey(c.String("llm-key"), "OPENAI_API_KEY"))
 
 			case "anthropic":
-				llm = gollm.Anthropic(getKey(c.String("llm-key"), "ANTHROPI_API_KEY"))
+				llm = gollm.Anthropic(getKey(c.String("llm-key"), "ANTHROPIC_API_KEY"))
 
 			case "google":
 				llm = gollm.Google(getKey(c.String("llm-key"), "GOOGLE_API_KEY"))
@@ -96,7 +97,7 @@ func main() {
 			}
 			question := strings.Join(c.Args(), " ")
 
-			agent := agents.NewAgent(m, nil).WithMaxCalls(200)
+			agent := agents.NewAgent(m, gollm.ToolBox{}).WithMaxCalls(200)
 
 			knowledge, err := agent.SearchAndRead(ctx, question, []string{question}, true, 10)
 

go.mod

@@ -8,7 +8,7 @@ replace github.com/rocketlaunchr/google-search => github.com/chrisjoyce911/googl
 
 require (
 	gitea.stevedudenhoeffer.com/steve/go-extractor v0.0.0-20250318064250-39453288ce2a
-	gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250407055702-5ba0d5df7e96
+	gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250412062040-3093b988f80a
 	github.com/Edw590/go-wolfram v0.0.0-20241010091529-fb9031908c5d
 	github.com/advancedlogic/GoOse v0.0.0-20231203033844-ae6b36caf275
 	github.com/asticode/go-astisub v0.34.0
@@ -17,7 +17,7 @@ require (
 	github.com/joho/godotenv v1.5.1
 	github.com/lrstanley/go-ytdlp v0.0.0-20250401014907-da1707e4fb85
 	github.com/opencontainers/image-spec v1.1.1
-	github.com/playwright-community/playwright-go v0.5001.0
+	github.com/playwright-community/playwright-go v0.5101.0
 	github.com/rocketlaunchr/google-search v1.1.6
 	github.com/urfave/cli v1.22.16
 	go.starlark.net v0.0.0-20250318223901-d9371fef63fe
@@ -31,8 +31,8 @@ require (
 	cloud.google.com/go/compute/metadata v0.6.0 // indirect
 	cloud.google.com/go/longrunning v0.6.6 // indirect
 	github.com/Microsoft/go-winio v0.6.2 // indirect
-	github.com/ProtonMail/go-crypto v1.1.6 // indirect
+	github.com/ProtonMail/go-crypto v1.2.0 // indirect
-	github.com/PuerkitoBio/goquery v1.10.2 // indirect
+	github.com/PuerkitoBio/goquery v1.10.3 // indirect
 	github.com/andybalholm/cascadia v1.3.3 // indirect
 	github.com/antchfx/htmlquery v1.3.4 // indirect
 	github.com/antchfx/xmlquery v1.4.4 // indirect
@@ -40,7 +40,7 @@ require (
 	github.com/araddon/dateparse v0.0.0-20210429162001-6b43995a97de // indirect
 	github.com/asticode/go-astikit v0.54.0 // indirect
 	github.com/asticode/go-astits v1.13.0 // indirect
-	github.com/cloudflare/circl v1.6.0 // indirect
+	github.com/cloudflare/circl v1.6.1 // indirect
 	github.com/containerd/log v0.1.0 // indirect
 	github.com/cpuguy83/go-md2man/v2 v2.0.6 // indirect
 	github.com/deckarep/golang-set/v2 v2.8.0 // indirect
@@ -76,7 +76,7 @@ require (
 	github.com/moby/term v0.5.2 // indirect
 	github.com/morikuni/aec v1.0.0 // indirect
 	github.com/olekukonko/tablewriter v0.0.5 // indirect
-	github.com/openai/openai-go v0.1.0-beta.6 // indirect
+	github.com/openai/openai-go v0.1.0-beta.9 // indirect
 	github.com/opencontainers/go-digest v1.0.0 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
 	github.com/rivo/uniseg v0.4.7 // indirect
@@ -97,7 +97,7 @@ require (
 	go.opentelemetry.io/otel/metric v1.35.0 // indirect
 	go.opentelemetry.io/otel/trace v1.35.0 // indirect
 	golang.org/x/crypto v0.37.0 // indirect
-	golang.org/x/net v0.38.0 // indirect
+	golang.org/x/net v0.39.0 // indirect
 	golang.org/x/oauth2 v0.29.0 // indirect
 	golang.org/x/sync v0.13.0 // indirect
 	golang.org/x/sys v0.32.0 // indirect
@@ -105,8 +105,8 @@ require (
 	golang.org/x/time v0.11.0 // indirect
 	google.golang.org/api v0.228.0 // indirect
 	google.golang.org/appengine v1.6.8 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250404141209-ee84b53bf3d0 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250409194420-de1ac958c67a // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250404141209-ee84b53bf3d0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250409194420-de1ac958c67a // indirect
 	google.golang.org/grpc v1.71.1 // indirect
 	google.golang.org/protobuf v1.36.6 // indirect
 	gotest.tools/v3 v3.5.2 // indirect

go.sum

@@ -15,6 +15,10 @@ gitea.stevedudenhoeffer.com/steve/go-extractor v0.0.0-20250318064250-39453288ce2
 gitea.stevedudenhoeffer.com/steve/go-extractor v0.0.0-20250318064250-39453288ce2a/go.mod h1:fzvvUfN8ej2u1ruCsABG+D+2dAPfOklInS4b1pvog1M=
 gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250407055702-5ba0d5df7e96 h1:kT0pwH+q9i4TcFSRems8UFgaKCO94bCzLCf0IgAj6qw=
 gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250407055702-5ba0d5df7e96/go.mod h1:Puz2eDyIwyQLKFt20BU9eRrfkUpBFo+ZX+PtTI64XSo=
+gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250408003321-2ae583e9f360 h1:eZ8CZ1o4ZaciaDL0B/6tYwIERFZ94tNQtG7NKdb7cEQ=
+gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250408003321-2ae583e9f360/go.mod h1:Puz2eDyIwyQLKFt20BU9eRrfkUpBFo+ZX+PtTI64XSo=
+gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250412062040-3093b988f80a h1:SH2fWzDtv2KeWiwW+wtPr4NLI3CwdCSoYKn3FCRDdZc=
+gitea.stevedudenhoeffer.com/steve/go-llm v0.0.0-20250412062040-3093b988f80a/go.mod h1:RPbuI2VSwQJArwr4tdqmu+fEKlhpro5Cqtq6aC4Cp1w=
 github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c h1:udKWzYgxTojEKWjV8V+WSxDXJ4NFATAsZjh8iIbsQIg=
 github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
@@ -25,11 +29,15 @@ github.com/Microsoft/go-winio v0.6.2 h1:F2VQgta7ecxGYO8k3ZZz3RS8fVIXVxONVUPlNERo
 github.com/Microsoft/go-winio v0.6.2/go.mod h1:yd8OoFMLzJbo9gZq8j5qaps8bJ9aShtEA8Ipt1oGCvU=
 github.com/ProtonMail/go-crypto v1.1.6 h1:ZcV+Ropw6Qn0AX9brlQLAUXfqLBc7Bl+f/DmNxpLfdw=
 github.com/ProtonMail/go-crypto v1.1.6/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE=
+github.com/ProtonMail/go-crypto v1.2.0 h1:+PhXXn4SPGd+qk76TlEePBfOfivE0zkWFenhGhFLzWs=
+github.com/ProtonMail/go-crypto v1.2.0/go.mod h1:9whxjD8Rbs29b4XWbB8irEcE8KHMqaR2e7GWU1R+/PE=
 github.com/PuerkitoBio/goquery v1.4.1/go.mod h1:T9ezsOHcCrDCgA8aF1Cqr3sSYbO/xgdy8/R/XiIMAhA=
 github.com/PuerkitoBio/goquery v1.5.1/go.mod h1:GsLWisAFVj4WgDibEWF4pvYnkVQBpKBKeU+7zCJoLcc=
 github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ=
 github.com/PuerkitoBio/goquery v1.10.2 h1:7fh2BdHcG6VFZsK7toXBT/Bh1z5Wmy8Q9MV9HqT2AM8=
 github.com/PuerkitoBio/goquery v1.10.2/go.mod h1:0guWGjcLu9AYC7C1GHnpysHy056u9aEkUHwhdnePMCU=
+github.com/PuerkitoBio/goquery v1.10.3 h1:pFYcNSqHxBD06Fpj/KsbStFRsgRATgnf3LeXiUkhzPo=
+github.com/PuerkitoBio/goquery v1.10.3/go.mod h1:tMUX0zDMHXYlAQk6p35XxQMqMweEKB7iK7iLNd4RH4Y=
 github.com/advancedlogic/GoOse v0.0.0-20231203033844-ae6b36caf275 h1:Kuhf+w+ilOGoXaR4O4nZ6Dp+ZS83LdANUjwyMXsPGX4=
 github.com/advancedlogic/GoOse v0.0.0-20231203033844-ae6b36caf275/go.mod h1:98NztIIMIntZGtQVIs8H85Q5b88fTbwWFbLz/lM9/xU=
 github.com/andybalholm/cascadia v1.0.0/go.mod h1:GsXiBklL0woXo1j/WYWtSYYC4ouU9PqHO0sqidkEA4Y=
@@ -73,6 +81,8 @@ github.com/chrisjoyce911/google-search v0.0.0-20230910003754-e501aedf805a/go.mod
 github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
 github.com/cloudflare/circl v1.6.0 h1:cr5JKic4HI+LkINy2lg3W2jF8sHCVTBncJr5gIIq7qk=
 github.com/cloudflare/circl v1.6.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
+github.com/cloudflare/circl v1.6.1 h1:zqIqSPIndyBh1bjLVVDHMPpVKqp8Su/V+6MeDzzQBQ0=
+github.com/cloudflare/circl v1.6.1/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
 github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I=
 github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo=
 github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o=
@@ -198,6 +208,10 @@ github.com/olekukonko/tablewriter v0.0.5 h1:P2Ga83D34wi1o9J6Wh1mRuqd4mF/x/lgBS7N
 github.com/olekukonko/tablewriter v0.0.5/go.mod h1:hPp6KlRPjbx+hW8ykQs1w3UBbZlj6HuIJcUGPhkA7kY=
 github.com/openai/openai-go v0.1.0-beta.6 h1:JquYDpprfrGnlKvQQg+apy9dQ8R9mIrm+wNvAPp6jCQ=
 github.com/openai/openai-go v0.1.0-beta.6/go.mod h1:g461MYGXEXBVdV5SaR/5tNzNbSfwTBBefwc+LlDCK0Y=
+github.com/openai/openai-go v0.1.0-beta.7 h1:ykC09BCIgdXL69wE/8NUjL2rCdAbo9kL3AjnGR6H91o=
+github.com/openai/openai-go v0.1.0-beta.7/go.mod h1:g461MYGXEXBVdV5SaR/5tNzNbSfwTBBefwc+LlDCK0Y=
+github.com/openai/openai-go v0.1.0-beta.9 h1:ABpubc5yU/3ejee2GgRrbFta81SG/d7bQbB8mIdP0Xo=
+github.com/openai/openai-go v0.1.0-beta.9/go.mod h1:g461MYGXEXBVdV5SaR/5tNzNbSfwTBBefwc+LlDCK0Y=
 github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8Oi/yOhh5U=
 github.com/opencontainers/go-digest v1.0.0/go.mod h1:0JzlMkj0TRzQZfJkVvzbP0HBR3IKzErnv2BNG4W4MAM=
 github.com/opencontainers/image-spec v1.1.1 h1:y0fUlFfIZhPF1W537XOLg0/fcx6zcHCJwooC2xJA040=
@@ -208,6 +222,8 @@ github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINE
 github.com/pkg/profile v1.4.0/go.mod h1:NWz/XGvpEW1FyYQ7fCx4dqYBLlfTcE+A9FLAkNKqjFE=
 github.com/playwright-community/playwright-go v0.5001.0 h1:EY3oB+rU9cUp6CLHguWE8VMZTwAg+83Yyb7dQqEmGLg=
 github.com/playwright-community/playwright-go v0.5001.0/go.mod h1:kBNWs/w2aJ2ZUp1wEOOFLXgOqvppFngM5OS+qyhl+ZM=
+github.com/playwright-community/playwright-go v0.5101.0 h1:gVCMZThDO76LJ/aCI27lpB8hEAWhZszeS0YB+oTxJp0=
+github.com/playwright-community/playwright-go v0.5101.0/go.mod h1:kBNWs/w2aJ2ZUp1wEOOFLXgOqvppFngM5OS+qyhl+ZM=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA=
@@ -215,6 +231,8 @@ github.com/rivo/uniseg v0.1.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJ
 github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
 github.com/rivo/uniseg v0.4.7 h1:WUdvkW8uEhrYfLC4ZzdpI2ztxP1I582+49Oc5Mq64VQ=
 github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=
+github.com/russross/blackfriday v1.6.0 h1:KqfZb0pUVN2lYqZUYRddxF4OR8ZMURnJIG5Y3VRLtww=
+github.com/russross/blackfriday v1.6.0/go.mod h1:ti0ldHuxg49ri4ksnFxlkCfN+hvslNlmVHqNRXXJNAY=
 github.com/russross/blackfriday/v2 v2.1.0 h1:JIOH55/0cWyOuilr9/qlrm0BSXldqnqwMsf35Ld67mk=
 github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
 github.com/saintfish/chardet v0.0.0-20120816061221-3af4cd4741ca/go.mod h1:uugorj2VCxiV1x+LzaIdVa9b4S4qGAcH6cbhh4qVxOU=
@@ -339,6 +357,8 @@ golang.org/x/net v0.25.0/go.mod h1:JkAGAh7GEvH74S6FOH42FLoXpXbE/aqXSrIQjXgsiwM=
 golang.org/x/net v0.33.0/go.mod h1:HXLR5J+9DxmrqMwG9qjGCxZ+zKXxBru04zlTvWlWuN4=
 golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
 golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
+golang.org/x/net v0.39.0 h1:ZCu7HMWDxpXpaiKdhzIfaltL9Lp31x/3fCP11bc6/fY=
+golang.org/x/net v0.39.0/go.mod h1:X7NRbYVEA+ewNkCNyJ513WmMdQ3BineSwVtN2zD/d+E=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.29.0 h1:WdYw2tdTK1S8olAzWHdgeqfy+Mtm9XNhv/xJsY65d98=
 golang.org/x/oauth2 v0.29.0/go.mod h1:onh5ek6nERTohokkhCD/y2cV4Do3fxFHFuAejCkRWT8=
@@ -436,8 +456,16 @@ google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/genproto/googleapis/api v0.0.0-20250404141209-ee84b53bf3d0 h1:Qbb5RVn5xzI4naMJSpJ7lhvmos6UwZkbekd5Uz7rt9E=
 google.golang.org/genproto/googleapis/api v0.0.0-20250404141209-ee84b53bf3d0/go.mod h1:6T35kB3IPpdw7Wul09by0G/JuOuIFkXV6OOvt8IZeT8=
+google.golang.org/genproto/googleapis/api v0.0.0-20250407143221-ac9807e6c755 h1:AMLTAunltONNuzWgVPZXrjLWtXpsG6A3yLLPEoJ/IjU=
+google.golang.org/genproto/googleapis/api v0.0.0-20250407143221-ac9807e6c755/go.mod h1:2R6XrVC8Oc08GlNh8ujEpc7HkLiEZ16QeY7FxIs20ac=
+google.golang.org/genproto/googleapis/api v0.0.0-20250409194420-de1ac958c67a h1:OQ7sHVzkx6L57dQpzUS4ckfWJ51KDH74XHTDe23xWAs=
+google.golang.org/genproto/googleapis/api v0.0.0-20250409194420-de1ac958c67a/go.mod h1:2R6XrVC8Oc08GlNh8ujEpc7HkLiEZ16QeY7FxIs20ac=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250404141209-ee84b53bf3d0 h1:0K7wTWyzxZ7J+L47+LbFogJW1nn/gnnMCN0vGXNYtTI=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250404141209-ee84b53bf3d0/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250407143221-ac9807e6c755 h1:TwXJCGVREgQ/cl18iY0Z4wJCTL/GmW+Um2oSwZiZPnc=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250407143221-ac9807e6c755/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250409194420-de1ac958c67a h1:GIqLhp/cYUkuGuiT+vJk8vhOP86L4+SP5j8yXgeVpvI=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250409194420-de1ac958c67a/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
 google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk=

pkg/agents/agent.go

@@ -3,9 +3,10 @@ package agents
 import (
 	"context"
 	"fmt"
-	gollm "gitea.stevedudenhoeffer.com/steve/go-llm"
 	"sync"
 	"sync/atomic"
+
+	gollm "gitea.stevedudenhoeffer.com/steve/go-llm"
 )
 
 // Agent is essentially the bones of a chat agent.  It has a model and a toolbox, and can be used to call the model
@@ -15,11 +16,12 @@ import (
 // This package contains a number of helper functions to make it easier to create and use agents.
 type Agent struct {
 	model                 gollm.ChatCompletion
-	toolbox               *gollm.ToolBox
+	toolbox               gollm.ToolBox
 	systemPrompt          string
 	contextualInformation []string
 	systemPromptSuffix    string
 	maxCalls              *int32
+	insertReason          bool
 
 	calls *atomic.Int32
 }
@@ -27,7 +29,7 @@ type Agent struct {
 // NewAgent creates a new agent struct with the given model and toolbox.
 // Any inherited agents (e.g.: all made from sharing pointers or from the With... helpers) from this one will
 // share the same call count.
-func NewAgent(model gollm.ChatCompletion, toolbox *gollm.ToolBox) Agent {
+func NewAgent(model gollm.ChatCompletion, toolbox gollm.ToolBox) Agent {
 	return Agent{
 		model:   model,
 		toolbox: toolbox,
@@ -44,8 +46,10 @@ func (a Agent) WithModel(model gollm.ChatCompletion) Agent {
 	return a
 }
 
-func (a Agent) WithToolbox(toolbox *gollm.ToolBox) Agent {
+func (a Agent) WithToolbox(toolbox gollm.ToolBox) Agent {
-	a.toolbox = toolbox
+	a.toolbox = toolbox.WithSyntheticFieldsAddedToAllFunctions(map[string]string{
+		"reason": "The reason you are calling this function.  This will be remembered and presenting to the LLM when it continues after the function call.",
+	})
 	return a
 }
 

pkg/agents/knowledge_processor.go

@@ -55,7 +55,6 @@ Here is the knowledge I have gathered from ` + fmt.Sprint(len(sources)) + ` sour
 
 	res, err := a.WithSystemPrompt(systemPrompt).
 		WithSystemPromptSuffix(``).
-		WithToolbox(nil).
 		CallAndExecute(ctx)
 	if err != nil {
 		return "", err
@@ -102,7 +101,6 @@ The moon is 4.5 billion years old [1,2], 238,855 miles away from the Earth [3],
 
 	res, err = a.WithSystemPrompt(systemPrompt).
 		WithSystemPromptSuffix(``).
-		WithToolbox(nil).
 		CallAndExecute(ctx, gollm.Message{Role: gollm.RoleSystem, Text: providedIntel}, summarizedData)
 
 	if err != nil {

pkg/agents/search.go

@@ -92,7 +92,7 @@ func (a Agent) SearchAndUseTools(ctx context.Context, searchQuery string, questi
 
 	var lock sync.Mutex
 	var analyzed []int
-	var converted []*gollm.Function
+	var converted []gollm.Function
 
 	for _, t := range tools {
 		fn := gollm.NewFunction(t.Name, t.Description,