Detailed changes
@@ -25,16 +25,20 @@ type provider struct {
options options
}
+// ToolCallIDFunc defines a function that generates a tool call ID.
+type ToolCallIDFunc = func() string
+
type options struct {
- apiKey string
- name string
- baseURL string
- headers map[string]string
- client *http.Client
- backend genai.Backend
- project string
- location string
- skipAuth bool
+ apiKey string
+ name string
+ baseURL string
+ headers map[string]string
+ client *http.Client
+ backend genai.Backend
+ project string
+ location string
+ skipAuth bool
+ generateID ToolCallIDFunc
}
// Option defines a function that configures Google provider options.
@@ -44,6 +48,9 @@ type Option = func(*options)
func New(opts ...Option) (fantasy.Provider, error) {
options := options{
headers: map[string]string{},
+ generateID: func() string {
+ return uuid.NewString()
+ },
}
for _, o := range opts {
o(&options)
@@ -114,6 +121,14 @@ func WithHTTPClient(client *http.Client) Option {
}
}
+// WithToolCallIDFunc sets the function that generates a tool call ID.
+// WithToolCallIDFunc sets the function that generates a tool call ID.
+func WithToolCallIDFunc(f ToolCallIDFunc) Option {
+ return func(o *options) {
+ o.generateID = f
+ }
+}
+
func (*provider) Name() string {
return Name
}
@@ -350,6 +365,9 @@ func toGooglePrompt(prompt fantasy.Prompt) (*genai.Content, []*genai.Content, []
}
case fantasy.MessageRoleAssistant:
var parts []*genai.Part
+ // INFO: (kujtim) this is kind of a hacky way to include thinking for google
+ // weirdly thinking needs to be included in a function call
+ var signature []byte
for _, part := range msg.Content {
switch part.GetType() {
case fantasy.ContentTypeText:
@@ -377,7 +395,27 @@ func toGooglePrompt(prompt fantasy.Prompt) (*genai.Content, []*genai.Content, []
Name: toolCall.ToolName,
Args: result,
},
+ ThoughtSignature: signature,
})
+ // reset
+ signature = nil
+ case fantasy.ContentTypeReasoning:
+ reasoning, ok := fantasy.AsMessagePart[fantasy.ReasoningPart](part)
+ if !ok {
+ continue
+ }
+ metadata, ok := reasoning.ProviderOptions[Name]
+ if !ok {
+ continue
+ }
+ reasoningMetadata, ok := metadata.(*ReasoningMetadata)
+ if !ok {
+ continue
+ }
+ if !ok || reasoningMetadata.Signature == "" {
+ continue
+ }
+ signature = []byte(reasoningMetadata.Signature)
}
}
if len(parts) > 0 {
@@ -476,7 +514,7 @@ func (g *languageModel) Generate(ctx context.Context, call fantasy.Call) (*fanta
return nil, err
}
- return mapResponse(response, warnings)
+ return g.mapResponse(response, warnings)
}
// Model implements fantasy.LanguageModel.
@@ -523,7 +561,7 @@ func (g *languageModel) Stream(ctx context.Context, call fantasy.Call) (fantasy.
var blockCounter int
var currentTextBlockID string
var currentReasoningBlockID string
- var usage fantasy.Usage
+ var usage *fantasy.Usage
var lastFinishReason fantasy.FinishReason
for resp, err := range chat.SendMessageStream(ctx, depointerSlice(lastMessage.Parts)...) {
@@ -579,9 +617,15 @@ func (g *languageModel) Stream(ctx context.Context, call fantasy.Call) (fantasy.
// End any active reasoning block before starting text
if isActiveReasoning {
isActiveReasoning = false
+ metadata := &ReasoningMetadata{
+ Signature: string(part.ThoughtSignature),
+ }
if !yield(fantasy.StreamPart{
Type: fantasy.StreamPartTypeReasoningEnd,
ID: currentReasoningBlockID,
+ ProviderMetadata: fantasy.ProviderMetadata{
+ Name: metadata,
+ },
}) {
return
}
@@ -623,15 +667,22 @@ func (g *languageModel) Stream(ctx context.Context, call fantasy.Call) (fantasy.
}
if isActiveReasoning {
isActiveReasoning = false
+
+ metadata := &ReasoningMetadata{
+ Signature: string(part.ThoughtSignature),
+ }
if !yield(fantasy.StreamPart{
Type: fantasy.StreamPartTypeReasoningEnd,
ID: currentReasoningBlockID,
+ ProviderMetadata: fantasy.ProviderMetadata{
+ Name: metadata,
+ },
}) {
return
}
}
- toolCallID := cmp.Or(part.FunctionCall.ID, part.FunctionCall.Name, uuid.NewString())
+ toolCallID := cmp.Or(part.FunctionCall.ID, g.providerOptions.generateID())
args, err := json.Marshal(part.FunctionCall.Args)
if err != nil {
@@ -686,7 +737,15 @@ func (g *languageModel) Stream(ctx context.Context, call fantasy.Call) (fantasy.
}
if resp.UsageMetadata != nil {
- usage = mapUsage(resp.UsageMetadata)
+ currentUsage := mapUsage(resp.UsageMetadata)
+ // if first usage chunk
+ if usage == nil {
+ usage = ¤tUsage
+ } else {
+ usage.OutputTokens += currentUsage.OutputTokens
+ usage.ReasoningTokens += currentUsage.ReasoningTokens
+ usage.CacheReadTokens += currentUsage.CacheReadTokens
+ }
}
if len(resp.Candidates) > 0 && resp.Candidates[0].FinishReason != "" {
@@ -721,7 +780,7 @@ func (g *languageModel) Stream(ctx context.Context, call fantasy.Call) (fantasy.
yield(fantasy.StreamPart{
Type: fantasy.StreamPartTypeFinish,
- Usage: usage,
+ Usage: *usage,
FinishReason: finishReason,
})
}, nil
@@ -873,7 +932,7 @@ func mapJSONTypeToGoogle(jsonType string) genai.Type {
}
}
-func mapResponse(response *genai.GenerateContentResponse, warnings []fantasy.CallWarning) (*fantasy.Response, error) {
+func (g languageModel) mapResponse(response *genai.GenerateContentResponse, warnings []fantasy.CallWarning) (*fantasy.Response, error) {
if len(response.Candidates) == 0 || response.Candidates[0].Content == nil {
return nil, errors.New("no response from model")
}
@@ -889,7 +948,10 @@ func mapResponse(response *genai.GenerateContentResponse, warnings []fantasy.Cal
switch {
case part.Text != "":
if part.Thought {
- content = append(content, fantasy.ReasoningContent{Text: part.Text})
+ metadata := &ReasoningMetadata{
+ Signature: string(part.ThoughtSignature),
+ }
+ content = append(content, fantasy.ReasoningContent{Text: part.Text, ProviderMetadata: fantasy.ProviderMetadata{Name: metadata}})
} else {
content = append(content, fantasy.TextContent{Text: part.Text})
}
@@ -898,7 +960,7 @@ func mapResponse(response *genai.GenerateContentResponse, warnings []fantasy.Cal
if err != nil {
return nil, err
}
- toolCallID := cmp.Or(part.FunctionCall.ID, part.FunctionCall.Name, uuid.NewString())
+ toolCallID := cmp.Or(part.FunctionCall.ID, g.providerOptions.generateID())
content = append(content, fantasy.ToolCallContent{
ToolCallID: toolCallID,
ToolName: part.FunctionCall.Name,
@@ -951,11 +1013,11 @@ func mapFinishReason(reason genai.FinishReason) fantasy.FinishReason {
func mapUsage(usage *genai.GenerateContentResponseUsageMetadata) fantasy.Usage {
return fantasy.Usage{
- InputTokens: int64(usage.ToolUsePromptTokenCount),
+ InputTokens: int64(usage.PromptTokenCount),
OutputTokens: int64(usage.CandidatesTokenCount),
TotalTokens: int64(usage.TotalTokenCount),
ReasoningTokens: int64(usage.ThoughtsTokenCount),
- CacheCreationTokens: int64(usage.CachedContentTokenCount),
- CacheReadTokens: 0,
+ CacheCreationTokens: 0,
+ CacheReadTokens: int64(usage.CachedContentTokenCount),
}
}
@@ -9,6 +9,14 @@ type ThinkingConfig struct {
IncludeThoughts *bool `json:"include_thoughts"`
}
+// ReasoningMetadata represents reasoning metadata for the Google provider.
+type ReasoningMetadata struct {
+ Signature string `json:"signature"`
+}
+
+// Options implements the ProviderOptionsData interface for ReasoningMetadata.
+func (m *ReasoningMetadata) Options() {}
+
// SafetySetting represents safety settings for the Google provider.
type SafetySetting struct {
// 'HARM_CATEGORY_UNSPECIFIED',
@@ -2,6 +2,7 @@ package providertests
import (
"cmp"
+ "fmt"
"net/http"
"os"
"testing"
@@ -69,11 +70,20 @@ func testGoogleThinking(t *testing.T, result *fantasy.AgentResult) {
require.Greater(t, reasoningContentCount, 0)
}
+func generateIDMock() google.ToolCallIDFunc {
+ id := 0
+ return func() string {
+ id++
+ return fmt.Sprintf("%d", id)
+ }
+}
+
func geminiBuilder(model string) builderFunc {
return func(t *testing.T, r *recorder.Recorder) (fantasy.LanguageModel, error) {
provider, err := google.New(
google.WithGeminiAPIKey(cmp.Or(os.Getenv("FANTASY_GEMINI_API_KEY"), "(missing)")),
google.WithHTTPClient(&http.Client{Transport: r}),
+ google.WithToolCallIDFunc(generateIDMock()),
)
if err != nil {
return nil, err
@@ -88,6 +98,7 @@ func vertexBuilder(model string) builderFunc {
google.WithVertex(os.Getenv("FANTASY_VERTEX_PROJECT"), os.Getenv("FANTASY_VERTEX_LOCATION")),
google.WithHTTPClient(&http.Client{Transport: r}),
google.WithSkipAuth(!r.IsRecording()),
+ google.WithToolCallIDFunc(generateIDMock()),
)
if err != nil {
return nil, err
@@ -14,7 +14,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent
method: POST
response:
@@ -37,14 +37,14 @@ interactions:
"b": 3
}
},
- "thoughtSignature": "Cr4BAdHtim9LvttVUIQ0QpEtexErSfMWokWFxdJCGfdh4M6N0YBwqI+kBhIbVJOwQonI1GmBaw8lfUzjvYYW2ScSRvYAUJoBWMRuLzcaafC/2FnOcLPR9hyaC9499fBWocLFbnCRO/0bzA+Z4uAS81EL/zTqCsZuO5OS5KwvLe9OIbPXrMc65pKhED6D80UaJe9+9OfeIKsTf53yxXUk7elFlA//EukpULLiadHrHKMVFu9FKnHwFBQ+BsY9lALcSg=="
+ "thoughtSignature": "CrwBAdHtim/FP8KqTMIQ2DVD+5BAiIXjN0k+ERNVFbVGtenSKcR/G6MtoIcIE/2nxX2ysKRnwClCPnq5+/KJSzS8uFjvU0577RF+LrP7bRIXSNoufBoAJV0aKusqd1DtXQBZif76FBAMtgiG42NALcM0+Jxs2JaKOhFof+1GhNOi8Zbnj+S/YYkU34CvqANixzHQCFkLpFpHbOmsqfYaiMol4juPFMVOJg2w1WZMS/0mE36gP5C8i8p3B0njO9E="
},
{
"functionCall": {
"name": "multiply",
"args": {
- "a": 2,
- "b": 3
+ "b": 3,
+ "a": 2
}
}
}
@@ -52,44 +52,45 @@ interactions:
"role": "model"
},
"finishReason": "STOP",
- "index": 0
+ "index": 0,
+ "finishMessage": "Model generated function call(s)."
}
],
"usageMetadata": {
"promptTokenCount": 125,
"candidatesTokenCount": 36,
- "totalTokenCount": 200,
+ "totalTokenCount": 201,
"promptTokensDetails": [
{
"modality": "TEXT",
"tokenCount": 125
}
],
- "thoughtsTokenCount": 39
+ "thoughtsTokenCount": 40
},
"modelVersion": "gemini-2.5-flash",
- "responseId": "53LWaN-ZF8_l7M8Pt4CxmQE"
+ "responseId": "WtH5aJy3I4K0nsEPiZnbmQs"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 1.153815667s
+ duration: 1.046624584s
- id: 1
request:
proto: HTTP/1.1
proto_major: 1
proto_minor: 1
- content_length: 1173
+ content_length: 1155
host: generativelanguage.googleapis.com
body: |
@@ -17,7 +17,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:streamGenerateContent?alt=sse
method: POST
response:
@@ -25,22 +25,22 @@ interactions:
proto_major: 2
proto_minor: 0
content_length: -1
- body: "data: {\"candidates\": [{\"content\": {\"parts\": [{\"functionCall\": {\"name\": \"add\",\"args\": {\"b\": 3,\"a\": 2}},\"thoughtSignature\": \"CikB0e2Kb3lvvSL0It28ryFF9z5njRrxz3nsWrllFnR383RdO+Nvx+O+jAptAdHtim90asVCH4fPJo0zzAM1LahZnmnG89/nkCa+cp1fnFR9gNoREBnHD+AeskNrSR799cQqjqA9e/fU82a1LDE59kURBuczfm0udTUlIHvry3e8sg4ST4P3T1HxxDl7fdjSs6U0OYGcu4J1TgpnAdHtim8/SPXWy3ZQd+BX+TdRCZ+dmdpkztv5mNK8x6m8pkAIeVPJOQq2xOq1R4kXryxbzcjeEgW60lBKOaHz8sVUMkuHC03Y0WnuNr29ObdqmLCQdSFRvpLljGIXoYQU4egHik5IiQ==\"},{\"functionCall\": {\"name\": \"multiply\",\"args\": {\"b\": 3,\"a\": 2}}}],\"role\": \"model\"},\"finishReason\": \"STOP\",\"index\": 0}],\"usageMetadata\": {\"promptTokenCount\": 121,\"candidatesTokenCount\": 36,\"totalTokenCount\": 195,\"promptTokensDetails\": [{\"modality\": \"TEXT\",\"tokenCount\": 121}],\"thoughtsTokenCount\": 38},\"modelVersion\": \"gemini-2.5-flash\",\"responseId\": \"6HLWaOOUB8W1nsEP0aLTmQs\"}\r\n\r\n"
+ body: "data: {\"candidates\": [{\"content\": {\"parts\": [{\"functionCall\": {\"name\": \"add\",\"args\": {\"a\": 2,\"b\": 3}},\"thoughtSignature\": \"CiQB0e2Kb02QlBJ2I5/zDqv1c0AUEV+Ct+vGYwdFdWC3cx3yIuUKXQHR7Ypv3ZUytEmQlCdJhzrfshB8YFIoW134jv3AuUL8L16mz3cXjEvhr8tAFeSEScUollNyBu/e3OFraKdblEfpDXY2UASkOMhrezbveAaD4bxTeBmXbcJNqLFeTwp/AdHtim8YarufF4O5TXWRjFYgnIppzlQcQfTEyqqmA8J3gLjGgyROG7/2MSw/0EakJKFOXuFth2Sdskl1sLjsD7lOvAxbmzDHITcg9l39JrSaXcHN405OLs1bfgIhKdi8m/wq+MXPL72IOuO6YjuBjud9qruxF3/THtP+netVeA==\"},{\"functionCall\": {\"name\": \"multiply\",\"args\": {\"b\": 3,\"a\": 2}}}],\"role\": \"model\"},\"finishReason\": \"STOP\",\"index\": 0,\"finishMessage\": \"Model generated function call(s).\"}],\"usageMetadata\": {\"promptTokenCount\": 121,\"candidatesTokenCount\": 36,\"totalTokenCount\": 196,\"promptTokensDetails\": [{\"modality\": \"TEXT\",\"tokenCount\": 121}],\"thoughtsTokenCount\": 39},\"modelVersion\": \"gemini-2.5-flash\",\"responseId\": \"XNH5aLSAF8GznsEP9sXIsAs\"}\r\n\r\n"
headers:
Content-Type:
- text/event-stream
status: 200 OK
code: 200
- duration: 798.333667ms
+ duration: 1.227179416s
- id: 1
request:
proto: HTTP/1.1
proto_major: 1
proto_minor: 1
- content_length: 1156
+ content_length: 1138
host: generativelanguage.googleapis.com
body: |
@@ -14,7 +14,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent
method: POST
response:
@@ -30,7 +30,7 @@ interactions:
"content": {
"parts": [
{
- "text": "Olá!\n\nIn Portuguese, \"hi\" or \"hello\" is **\"Olá\"**."
+ "text": "Olá!"
}
],
"role": "model"
@@ -41,22 +41,22 @@ interactions:
],
"usageMetadata": {
"promptTokenCount": 11,
- "candidatesTokenCount": 19,
- "totalTokenCount": 54,
+ "candidatesTokenCount": 2,
+ "totalTokenCount": 51,
"promptTokensDetails": [
{
"modality": "TEXT",
"tokenCount": 11
}
],
- "thoughtsTokenCount": 24
+ "thoughtsTokenCount": 38
},
"modelVersion": "gemini-2.5-flash",
- "responseId": "4nLWaKeCGN-ynsEPsYS_iAs"
+ "responseId": "VNH5aLz3OsyinsEP1JWGwAY"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 831.958458ms
+ duration: 1.251824334s
@@ -17,7 +17,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:streamGenerateContent?alt=sse
method: POST
response:
@@ -25,10 +25,10 @@ interactions:
proto_major: 2
proto_minor: 0
content_length: -1
- body: "data: {\"candidates\": [{\"content\": {\"parts\": [{\"text\": \"Olá!\"}],\"role\": \"model\"},\"finishReason\": \"STOP\",\"index\": 0}],\"usageMetadata\": {\"promptTokenCount\": 11,\"candidatesTokenCount\": 2,\"totalTokenCount\": 39,\"promptTokensDetails\": [{\"modality\": \"TEXT\",\"tokenCount\": 11}],\"thoughtsTokenCount\": 26},\"modelVersion\": \"gemini-2.5-flash\",\"responseId\": \"4nLWaP6OKvCDkdUP7Ze-gAc\"}\r\n\r\n"
+ body: "data: {\"candidates\": [{\"content\": {\"parts\": [{\"text\": \"Olá!\"}],\"role\": \"model\"},\"finishReason\": \"STOP\",\"index\": 0}],\"usageMetadata\": {\"promptTokenCount\": 11,\"candidatesTokenCount\": 2,\"totalTokenCount\": 36,\"promptTokensDetails\": [{\"modality\": \"TEXT\",\"tokenCount\": 11}],\"thoughtsTokenCount\": 23},\"modelVersion\": \"gemini-2.5-flash\",\"responseId\": \"VtH5aOrPCKXe7M8PyIqmyAQ\"}\r\n\r\n"
headers:
Content-Type:
- text/event-stream
status: 200 OK
code: 200
- duration: 423.699166ms
+ duration: 1.273950833s
@@ -14,7 +14,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent
method: POST
response:
@@ -36,50 +36,51 @@ interactions:
"location": "Florence,Italy"
}
},
- "thoughtSignature": "CoQCAdHtim/RXh2BurmfhDAIWuDZaECZhw96eMGy0JrHOvouNR43xVQZdtrsPVDRc9XlaGzzZMpiBeJ90773lWhO96qMygspNDBUXQLCnl73AjXpkroRFxcupqHe0xjcZq1WwTLqmq+1JOcdZ4EY9MQl2LkBccWIM38fZFW0bV76uuGAikuhRw8huaD7EjP/8819+E7WVVGKjmaYr2lchfYv36/1OJU4Y2cqwgO6aNTEyVBYmbs61vN4SaNhj+ogcJ6orbgNLiq0Q2nfLL2LPLBxW3MfefywSvaq147G6NmA6HCfno10SEBA5tmrNfmFMvfdOcppyRB8rfDU0QXcyDnJEhUNfrQ="
+ "thoughtSignature": "Cq4CAdHtim/sCKoBA0iloUCbLJWtYGJ3Erj6sIXdg1uSnBCPSFzy/3AeL+OpNUxx+N1pYyE7i0pmxs4o2aws3AdQiEN3ATSeiIVjI9BSNXo32VsDtcGmKtB1Gd+p/3MJSh9BCfA1ob6StFyP6Fn7aUoXpPEzV0JN54wDGaBskFWVwXY3sSx7vNU4akaRYYATrg49z66uUqPN+j95C2d8dRYBJe7bJqYbLi4w96Wzl5gLpAURmMv/XlJrK33cf/69yTrxVmQ2nxIeP7ok710y5FIz1n3x1GmQ6ZsQsoJ6QfDLr3lmTFH0DP91MUYB0w28nJ/dMz61MYzOWPNsL1GgHce13+sQTfxLGli+7Tw9/aNXJkxlU9mBpRCdHrLJXLvT9dctSeQ0BzOrrmmFckp3sRs="
}
],
"role": "model"
},
"finishReason": "STOP",
- "index": 0
+ "index": 0,
+ "finishMessage": "Model generated function call(s)."
}
],
"usageMetadata": {
"promptTokenCount": 54,
"candidatesTokenCount": 15,
- "totalTokenCount": 122,
+ "totalTokenCount": 134,
"promptTokensDetails": [
{
"modality": "TEXT",
"tokenCount": 54
}
],
- "thoughtsTokenCount": 53
+ "thoughtsTokenCount": 65
},
"modelVersion": "gemini-2.5-flash",
- "responseId": "43LWaMOULuH6nsEP-JagUA"
+ "responseId": "V9H5aMaoC7b1kdUP5pDSgA0"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 926.95325ms
+ duration: 912.648167ms
- id: 1
request:
proto: HTTP/1.1
proto_major: 1
proto_minor: 1
- content_length: 734
+ content_length: 722
host: generativelanguage.googleapis.com
body: |
- {"contents":[{"parts":[{"text":"What's the weather in Florence,Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence,Italy"},"id":"weather","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"weather","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"maxOutputTokens":4000},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
+ {"contents":[{"parts":[{"text":"What's the weather in Florence,Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence,Italy"},"id":"1","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"1","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"maxOutputTokens":4000},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
headers:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:generateContent
method: POST
response:
@@ -116,11 +117,11 @@ interactions:
]
},
"modelVersion": "gemini-2.5-flash",
- "responseId": "5HLWaP7VKJS9kdUP1JnEcA"
+ "responseId": "V9H5aPKVNI_i7M8P5667uQs"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 906.09475ms
+ duration: 754.80525ms
@@ -17,7 +17,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-flash:streamGenerateContent?alt=sse
method: POST
response:
@@ -25,22 +25,22 @@ interactions:
proto_major: 2
proto_minor: 0
content_length: -1
@@ -14,7 +14,7 @@ interactions:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-pro:generateContent
method: POST
response:
@@ -37,7 +37,7 @@ interactions:
"b": 3
}
},
@@ -17,7 +17,7 @@ interactions:
Content-Type:
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response:
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+ "text": "Of course!\n\nThe most common ways to say \"hi\" in Portuguese are:\n\n* **Olá** (This is like \"hello\" and works in any situation, formal or informal.)\n* **Oi** (This is more like \"hi\" and is very common and informal, especially in Brazil.)\n\nYou can also use a friendly greeting like:\n\n* **Tudo bem?** (Literally \"All good?\" but used to mean \"How are you?\")"
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}
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+ duration: 10.457368166s
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"location": "Florence, Italy"
}
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}
],
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},
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}
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],
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+ "thoughtsTokenCount": 93
},
"modelVersion": "gemini-2.5-pro",
- "responseId": "_HLWaOTEEaaE7M8P2v-q6AY"
+ "responseId": "dNH5aK6UFNX1kdUPluXGkAs"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 2.570022292s
+ duration: 3.179773083s
- id: 1
request:
proto: HTTP/1.1
proto_major: 1
proto_minor: 1
- content_length: 735
+ content_length: 723
host: generativelanguage.googleapis.com
body: |
- {"contents":[{"parts":[{"text":"What's the weather in Florence,Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence, Italy"},"id":"weather","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"weather","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"maxOutputTokens":4000},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
+ {"contents":[{"parts":[{"text":"What's the weather in Florence,Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence, Italy"},"id":"1","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"1","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"maxOutputTokens":4000},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
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method: POST
response:
@@ -95,8 +96,7 @@ interactions:
"content": {
"parts": [
{
- "text": "It is 40 C in Florence, Italy.",
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+ "text": "The weather in Florence, Italy is 40 C. \n"
}
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@@ -107,22 +107,21 @@ interactions:
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+ "responseId": "d9H5aJKyGI3rnsEP9MvF6Qs"
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code: 200
- duration: 3.478226625s
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proto_minor: 0
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@@ -15,7 +15,7 @@ interactions:
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+ - Anthropic/Go 1.14.0
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content_length: -1
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+ body: '{"model":"claude-3-7-sonnet-20250219","id":"msg_vrtx_01RTPizSndQfkUH6eWrcFtk8","type":"message","role":"assistant","content":[{"type":"text","text":"Olá! Como você está? (This means \"Hi! How are you?\" in Portuguese.)"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":16,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":24}}'
headers:
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method: POST
response:
@@ -26,7 +26,7 @@ interactions:
uncompressed: true
body: |+
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+ data: {"type":"message_start","message":{"model":"claude-3-7-sonnet-20250219","id":"msg_vrtx_01UZhFsyrYaUuvRKEzxJ7FkK","type":"message","role":"assistant","content":[],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":16,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":5}} }
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data: {"type": "ping"}
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event: content_block_delta
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- data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" well as other"} }
-
- event: content_block_delta
- data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":" Portuguese-speaking countries."} }
+ data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"Olá!"} }
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+ data: {"type":"content_block_stop","index":0 }
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- data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"output_tokens":47} }
+ data: {"type":"message_delta","delta":{"stop_reason":"end_turn","stop_sequence":null},"usage":{"output_tokens":7} }
event: message_stop
- data: {"type":"message_stop" }
+ data: {"type":"message_stop" }
headers:
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+ duration: 1.311998834s
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+ body: '{"model":"claude-3-7-sonnet-20250219","id":"msg_vrtx_01HMPWEJiA8uwFGoNxfXG78Z","type":"message","role":"assistant","content":[{"type":"text","text":"I''ll check the current weather in Florence, Italy for you."},{"type":"tool_use","id":"toolu_vrtx_017DkoRKzJJVLa8p4HV1RdJp","name":"weather","input":{"location":"Florence,Italy"}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":394,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":67}}'
headers:
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status: 200 OK
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+ body: '{"max_tokens":4000,"messages":[{"content":[{"text":"What''s the weather in Florence,Italy?","type":"text"}],"role":"user"},{"content":[{"text":"I''ll check the current weather in Florence, Italy for you.","type":"text"},{"id":"toolu_vrtx_017DkoRKzJJVLa8p4HV1RdJp","input":{"location":"Florence,Italy"},"name":"weather","type":"tool_use"}],"role":"assistant"},{"content":[{"tool_use_id":"toolu_vrtx_017DkoRKzJJVLa8p4HV1RdJp","content":[{"text":"40 C","type":"text"}],"type":"tool_result"}],"role":"user"}],"system":[{"text":"You are a helpful assistant","type":"text"}],"tool_choice":{"disable_parallel_tool_use":false,"type":"auto"},"tools":[{"input_schema":{"properties":{"location":{"description":"the city","type":"string"}},"required":["location"],"type":"object"},"name":"weather","description":"Get weather information for a location"}],"anthropic_version":"vertex-2023-10-16"}'
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+ body: '{"model":"claude-3-7-sonnet-20250219","id":"msg_vrtx_01BJEBEdTy82Hb4nNAn5b1GE","type":"message","role":"assistant","content":[{"type":"text","text":"It''s currently 40°C (104°F) in Florence, Italy. That''s very hot! Make sure to stay hydrated and try to avoid being outside during the hottest parts of the day if possible."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":475,"cache_creation_input_tokens":0,"cache_read_input_tokens":0,"output_tokens":49}}'
headers:
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method: POST
response:
@@ -26,52 +26,52 @@ interactions:
uncompressed: true
body: |+
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data: {"type":"message_stop" }
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+ {"contents":[{"parts":[{"text":"What's the weather in Florence, Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence, Italy"},"id":"1","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"1","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"thinkingConfig":{"includeThoughts":true,"thinkingBudget":128}},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
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{
@@ -40,13 +40,14 @@ interactions:
"location": "Florence, Italy"
}
},
- "thoughtSignature": "CpwCADAxMjOrBS23pWMtbykG2/HxS9zDAprusCU0aR/qeI4cMnnfJCAl4n2UOC6oNCFeNyL3anLH6D2mEwiah92877DeEAig/Rm9u98ApqtJ6mu9vaKXr92/xyQ3EOwYzdXtPEb8LS4qK0SQGWG4zB4KUTVliondCRp6EgYlmlArjj0zbbvNYE1YHtQ6jzR6FpLphhFY8jDP73M0JkwANtjZf+dv9aFNX9pNAK5XYfZCIPEzzWoJpV6zQ5v8dwdj7nSXUqWsd06MR5sRwrfVmtpGrKaDzdDwVcxg2GiWWfYggDbC9EpUidRpCcZt2rKOM486MLgrK1/yIRUCC4jdueC3rkzgihndxJqFNKZw4I1+0Ob+XCw8wanXc9lb314="
+ "thoughtSignature": "Cp4CAdHtim8JgCsNhv84SCzZ8bo/kRaAn5bY0cEQ0mfo7nl3GCS7sRlN2T7G4P/Epnwc7/9wbdFzcvcdaqNgWk1flXACXm4QluykEizpys7U+TyP8I2vaUUDIl4Tii0yBZNwjaJxmYp0yb5E9LjpsuEFolG0Ao2vqoJar/0XgY5bzViogURnnUHqVzP2euy5PJEdAd+rOqz1hnK4lCumsNfF5vrkx8aeyGL99C1Eu1/ZETTU7TSnVht+z+4qlysMOlhx4ko0anJ5MWzjewwrZBFkMPgzzw0zVmsHZg9d4t0Hnhmk6Ft7Ge6JOhvI54NgL8MkiviZNvIYT6iHNRqSd71uYeCdCdiw9UJCwASXvbRIv/ktz6OZKrlGld61RP1BXw=="
}
],
"role": "model"
},
"finishReason": "STOP",
- "index": 0
+ "index": 0,
+ "finishMessage": "Model generated function call(s)."
}
],
"usageMetadata": {
@@ -62,28 +63,28 @@ interactions:
"thoughtsTokenCount": 66
},
"modelVersion": "gemini-2.5-pro",
- "responseId": "vHXWaNC4EY7ivdIPg5bG-QM"
+ "responseId": "29n5aPKhFJrivdIPhYnAuQE"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 4.127855167s
+ duration: 3.824523542s
- id: 1
request:
proto: HTTP/1.1
proto_major: 1
proto_minor: 1
- content_length: 776
+ content_length: 764
host: generativelanguage.googleapis.com
body: |
- {"contents":[{"parts":[{"text":"What's the weather in Florence, Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence, Italy"},"id":"weather","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"weather","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"thinkingConfig":{"includeThoughts":true,"thinkingBudget":128}},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
+ {"contents":[{"parts":[{"text":"What's the weather in Florence, Italy?"}],"role":"user"},{"parts":[{"functionCall":{"args":{"location":"Florence, Italy"},"id":"1","name":"weather"}}],"role":"model"},{"parts":[{"functionResponse":{"id":"1","name":"weather","response":{"result":"40 C"}}}],"role":"user"}],"generationConfig":{"thinkingConfig":{"includeThoughts":true,"thinkingBudget":128}},"systemInstruction":{"parts":[{"text":"You are a helpful assistant"}],"role":"user"},"toolConfig":{"functionCallingConfig":{"mode":"AUTO"}},"tools":[{"functionDeclarations":[{"description":"Get weather information for a location","name":"weather","parameters":{"properties":{"location":{"description":"the city","type":"STRING"}},"required":["location"],"type":"OBJECT"}}]}]}
headers:
Content-Type:
- application/json
User-Agent:
- - google-genai-sdk/1.23.0 gl-go/go1.25.1
+ - google-genai-sdk/1.29.0 gl-go/go1.25.1
url: https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-pro:generateContent
method: POST
response:
@@ -99,7 +100,7 @@ interactions:
"content": {
"parts": [
{
- "text": "The weather in Florence, Italy is 40 degrees Celsius. \n"
+ "text": "The weather in Florence, Italy is 40 C. \n"
}
],
"role": "model"
@@ -110,8 +111,8 @@ interactions:
],
"usageMetadata": {
"promptTokenCount": 84,
- "candidatesTokenCount": 13,
- "totalTokenCount": 97,
+ "candidatesTokenCount": 12,
+ "totalTokenCount": 96,
"promptTokensDetails": [
{
"modality": "TEXT",
@@ -120,11 +121,11 @@ interactions:
]
},
"modelVersion": "gemini-2.5-pro",
- "responseId": "vXXWaNC2HOqLxN8P_pmomQM"
+ "responseId": "3Nn5aMLPIMahxN8P5c69gQc"
}
headers:
Content-Type:
- application/json; charset=UTF-8
status: 200 OK
code: 200
- duration: 1.178061334s
+ duration: 1.228113333s