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...

6 Commits

Author SHA1 Message Date
Bruce MacDonald
060f9341c0 server: usage api
Add a new /api/usage endpoint that shows aggregate usage statistics per model since the server started.
2026-01-27 17:01:18 -08:00
Gabe Goodhart
7b62c41060 cmd/config: use envconfig.Host() for base API in launch config packages (#13937) 2026-01-27 13:30:00 -08:00
Parth Sareen
26acab64b7 docs: add clawdbot (#13925) 2026-01-26 18:32:54 -08:00
Gyungrai Wang
e0f03790b1 parsers/ministral: fix nested tool call parsing by counting brace nesting (#13905)
* parsers/ministral: fix nested tool call parsing by counting brace nesting

* fix lint error

* parsers: refactor ministral parser

The old one was very tied to expecting to see only one token at a time,
which I don't like to assume (who knows what the future might hold wrt
speculative decoding, etc). This new one follows a similar structure to
qwen3-coder's parser, which incidentally makes it easier to test as well
(since we can test the individual events that come out when given
particular inputs).

---------

Co-authored-by: Devon Rifkin <drifkin@drifkin.net>
2026-01-26 15:03:43 -08:00
Parth Sareen
3ab842b0f5 cmd: clawdbot config fixes (#13922) 2026-01-26 14:34:29 -08:00
Parth Sareen
b8e8ef8929 cmd: ollama launch clawdbot (#13921) 2026-01-26 13:40:59 -08:00
19 changed files with 2076 additions and 101 deletions

View File

@@ -912,6 +912,19 @@ type UserResponse struct {
Plan string `json:"plan,omitempty"`
}
type UsageResponse struct {
// Start is the time the server started tracking usage (UTC, RFC 3339).
Start time.Time `json:"start"`
Usage []ModelUsageData `json:"usage"`
}
type ModelUsageData struct {
Model string `json:"model"`
Requests int64 `json:"requests"`
PromptTokens int64 `json:"prompt_tokens"`
CompletionTokens int64 `json:"completion_tokens"`
}
// Tensor describes the metadata for a given tensor.
type Tensor struct {
Name string `json:"name"`

View File

@@ -6,6 +6,8 @@ import (
"os/exec"
"path/filepath"
"runtime"
"github.com/ollama/ollama/envconfig"
)
// Claude implements Runner for Claude Code integration
@@ -50,7 +52,7 @@ func (c *Claude) Run(model string) error {
cmd.Stdout = os.Stdout
cmd.Stderr = os.Stderr
cmd.Env = append(os.Environ(),
"ANTHROPIC_BASE_URL=http://localhost:11434",
"ANTHROPIC_BASE_URL="+envconfig.Host().String(),
"ANTHROPIC_API_KEY=",
"ANTHROPIC_AUTH_TOKEN=ollama",
)

195
cmd/config/clawdbot.go Normal file
View File

@@ -0,0 +1,195 @@
package config
import (
"bytes"
"encoding/json"
"fmt"
"io"
"os"
"os/exec"
"path/filepath"
"strings"
"github.com/ollama/ollama/envconfig"
)
type Clawdbot struct{}
func (c *Clawdbot) String() string { return "Clawdbot" }
const ansiGreen = "\033[32m"
func (c *Clawdbot) Run(model string) error {
if _, err := exec.LookPath("clawdbot"); err != nil {
return fmt.Errorf("clawdbot is not installed, install from https://docs.clawd.bot")
}
models := []string{model}
if config, err := loadIntegration("clawdbot"); err == nil && len(config.Models) > 0 {
models = config.Models
}
if err := c.Edit(models); err != nil {
return fmt.Errorf("setup failed: %w", err)
}
cmd := exec.Command("clawdbot", "gateway")
cmd.Stdin = os.Stdin
// Capture output to detect "already running" message
var outputBuf bytes.Buffer
cmd.Stdout = io.MultiWriter(os.Stdout, &outputBuf)
cmd.Stderr = io.MultiWriter(os.Stderr, &outputBuf)
err := cmd.Run()
if err != nil && strings.Contains(outputBuf.String(), "Gateway already running") {
fmt.Fprintf(os.Stderr, "%sClawdbot has been configured with Ollama. Gateway is already running.%s\n", ansiGreen, ansiReset)
return nil
}
return err
}
func (c *Clawdbot) Paths() []string {
home, _ := os.UserHomeDir()
p := filepath.Join(home, ".clawdbot", "clawdbot.json")
if _, err := os.Stat(p); err == nil {
return []string{p}
}
return nil
}
func (c *Clawdbot) Edit(models []string) error {
if len(models) == 0 {
return nil
}
home, err := os.UserHomeDir()
if err != nil {
return err
}
configPath := filepath.Join(home, ".clawdbot", "clawdbot.json")
if err := os.MkdirAll(filepath.Dir(configPath), 0o755); err != nil {
return err
}
// Read into map[string]any to preserve unknown fields
config := make(map[string]any)
if data, err := os.ReadFile(configPath); err == nil {
_ = json.Unmarshal(data, &config)
}
// Navigate/create: models.providers.ollama (preserving other providers)
modelsSection, _ := config["models"].(map[string]any)
if modelsSection == nil {
modelsSection = make(map[string]any)
}
providers, _ := modelsSection["providers"].(map[string]any)
if providers == nil {
providers = make(map[string]any)
}
ollama, _ := providers["ollama"].(map[string]any)
if ollama == nil {
ollama = make(map[string]any)
}
ollama["baseUrl"] = envconfig.Host().String() + "/v1"
// needed to register provider
ollama["apiKey"] = "ollama-local"
// TODO(parthsareen): potentially move to responses
ollama["api"] = "openai-completions"
// Build map of existing models to preserve user customizations
existingModels, _ := ollama["models"].([]any)
existingByID := make(map[string]map[string]any)
for _, m := range existingModels {
if entry, ok := m.(map[string]any); ok {
if id, ok := entry["id"].(string); ok {
existingByID[id] = entry
}
}
}
var newModels []any
for _, model := range models {
entry := map[string]any{
"id": model,
"name": model,
"reasoning": false,
"input": []any{"text"},
"cost": map[string]any{
"input": 0,
"output": 0,
"cacheRead": 0,
"cacheWrite": 0,
},
// TODO(parthsareen): get these values from API
"contextWindow": 131072,
"maxTokens": 16384,
}
// Merge existing fields (user customizations)
if existing, ok := existingByID[model]; ok {
for k, v := range existing {
if _, isNew := entry[k]; !isNew {
entry[k] = v
}
}
}
newModels = append(newModels, entry)
}
ollama["models"] = newModels
providers["ollama"] = ollama
modelsSection["providers"] = providers
config["models"] = modelsSection
// Update agents.defaults.model.primary (preserving other agent settings)
agents, _ := config["agents"].(map[string]any)
if agents == nil {
agents = make(map[string]any)
}
defaults, _ := agents["defaults"].(map[string]any)
if defaults == nil {
defaults = make(map[string]any)
}
modelConfig, _ := defaults["model"].(map[string]any)
if modelConfig == nil {
modelConfig = make(map[string]any)
}
modelConfig["primary"] = "ollama/" + models[0]
defaults["model"] = modelConfig
agents["defaults"] = defaults
config["agents"] = agents
data, err := json.MarshalIndent(config, "", " ")
if err != nil {
return err
}
return writeWithBackup(configPath, data)
}
func (c *Clawdbot) Models() []string {
home, err := os.UserHomeDir()
if err != nil {
return nil
}
config, err := readJSONFile(filepath.Join(home, ".clawdbot", "clawdbot.json"))
if err != nil {
return nil
}
modelsSection, _ := config["models"].(map[string]any)
providers, _ := modelsSection["providers"].(map[string]any)
ollama, _ := providers["ollama"].(map[string]any)
modelList, _ := ollama["models"].([]any)
var result []string
for _, m := range modelList {
if entry, ok := m.(map[string]any); ok {
if id, ok := entry["id"].(string); ok {
result = append(result, id)
}
}
}
return result
}

625
cmd/config/clawdbot_test.go Normal file
View File

@@ -0,0 +1,625 @@
package config
import (
"encoding/json"
"fmt"
"os"
"path/filepath"
"testing"
)
func TestClawdbotIntegration(t *testing.T) {
c := &Clawdbot{}
t.Run("String", func(t *testing.T) {
if got := c.String(); got != "Clawdbot" {
t.Errorf("String() = %q, want %q", got, "Clawdbot")
}
})
t.Run("implements Runner", func(t *testing.T) {
var _ Runner = c
})
t.Run("implements Editor", func(t *testing.T) {
var _ Editor = c
})
}
func TestClawdbotEdit(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
cleanup := func() { os.RemoveAll(configDir) }
t.Run("fresh install", func(t *testing.T) {
cleanup()
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "llama3.2")
assertClawdbotPrimaryModel(t, configPath, "ollama/llama3.2")
})
t.Run("multiple models - first is primary", func(t *testing.T) {
cleanup()
if err := c.Edit([]string{"llama3.2", "mistral"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "llama3.2")
assertClawdbotModelExists(t, configPath, "mistral")
assertClawdbotPrimaryModel(t, configPath, "ollama/llama3.2")
})
t.Run("preserve other providers", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":{"providers":{"anthropic":{"apiKey":"xxx"}}}}`), 0o644)
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
models := cfg["models"].(map[string]any)
providers := models["providers"].(map[string]any)
if providers["anthropic"] == nil {
t.Error("anthropic provider was removed")
}
})
t.Run("preserve top-level keys", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"theme":"dark","mcp":{"servers":{}}}`), 0o644)
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
if cfg["theme"] != "dark" {
t.Error("theme was removed")
}
if cfg["mcp"] == nil {
t.Error("mcp was removed")
}
})
t.Run("preserve user customizations on models", func(t *testing.T) {
cleanup()
c.Edit([]string{"llama3.2"})
// User adds custom field
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
models := cfg["models"].(map[string]any)
providers := models["providers"].(map[string]any)
ollama := providers["ollama"].(map[string]any)
modelList := ollama["models"].([]any)
entry := modelList[0].(map[string]any)
entry["customField"] = "user-value"
configData, _ := json.MarshalIndent(cfg, "", " ")
os.WriteFile(configPath, configData, 0o644)
// Re-run Edit
c.Edit([]string{"llama3.2"})
data, _ = os.ReadFile(configPath)
json.Unmarshal(data, &cfg)
models = cfg["models"].(map[string]any)
providers = models["providers"].(map[string]any)
ollama = providers["ollama"].(map[string]any)
modelList = ollama["models"].([]any)
entry = modelList[0].(map[string]any)
if entry["customField"] != "user-value" {
t.Error("custom field was lost")
}
})
t.Run("edit replaces models list", func(t *testing.T) {
cleanup()
c.Edit([]string{"llama3.2", "mistral"})
c.Edit([]string{"llama3.2"})
assertClawdbotModelExists(t, configPath, "llama3.2")
assertClawdbotModelNotExists(t, configPath, "mistral")
})
t.Run("empty models is no-op", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
original := `{"existing":"data"}`
os.WriteFile(configPath, []byte(original), 0o644)
c.Edit([]string{})
data, _ := os.ReadFile(configPath)
if string(data) != original {
t.Error("empty models should not modify file")
}
})
t.Run("corrupted JSON treated as empty", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{corrupted`), 0o644)
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
if err := json.Unmarshal(data, &cfg); err != nil {
t.Error("result should be valid JSON")
}
})
t.Run("wrong type models section", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":"not a map"}`), 0o644)
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "llama3.2")
})
}
func TestClawdbotModels(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
t.Run("no config returns nil", func(t *testing.T) {
if models := c.Models(); len(models) > 0 {
t.Errorf("expected nil/empty, got %v", models)
}
})
t.Run("returns all ollama models", func(t *testing.T) {
configDir := filepath.Join(tmpDir, ".clawdbot")
os.MkdirAll(configDir, 0o755)
os.WriteFile(filepath.Join(configDir, "clawdbot.json"), []byte(`{
"models":{"providers":{"ollama":{"models":[
{"id":"llama3.2"},
{"id":"mistral"}
]}}}
}`), 0o644)
models := c.Models()
if len(models) != 2 {
t.Errorf("expected 2 models, got %v", models)
}
})
}
// Helper functions
func assertClawdbotModelExists(t *testing.T, path, model string) {
t.Helper()
data, _ := os.ReadFile(path)
var cfg map[string]any
json.Unmarshal(data, &cfg)
models := cfg["models"].(map[string]any)
providers := models["providers"].(map[string]any)
ollama := providers["ollama"].(map[string]any)
modelList := ollama["models"].([]any)
for _, m := range modelList {
if entry, ok := m.(map[string]any); ok {
if entry["id"] == model {
return
}
}
}
t.Errorf("model %s not found", model)
}
func assertClawdbotModelNotExists(t *testing.T, path, model string) {
t.Helper()
data, _ := os.ReadFile(path)
var cfg map[string]any
json.Unmarshal(data, &cfg)
models, _ := cfg["models"].(map[string]any)
providers, _ := models["providers"].(map[string]any)
ollama, _ := providers["ollama"].(map[string]any)
modelList, _ := ollama["models"].([]any)
for _, m := range modelList {
if entry, ok := m.(map[string]any); ok {
if entry["id"] == model {
t.Errorf("model %s should not exist", model)
}
}
}
}
func assertClawdbotPrimaryModel(t *testing.T, path, expected string) {
t.Helper()
data, _ := os.ReadFile(path)
var cfg map[string]any
json.Unmarshal(data, &cfg)
agents := cfg["agents"].(map[string]any)
defaults := agents["defaults"].(map[string]any)
model := defaults["model"].(map[string]any)
if model["primary"] != expected {
t.Errorf("primary model = %v, want %v", model["primary"], expected)
}
}
func TestClawdbotPaths(t *testing.T) {
c := &Clawdbot{}
t.Run("returns path when config exists", func(t *testing.T) {
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
os.MkdirAll(configDir, 0o755)
os.WriteFile(filepath.Join(configDir, "clawdbot.json"), []byte(`{}`), 0o644)
paths := c.Paths()
if len(paths) != 1 {
t.Errorf("expected 1 path, got %d", len(paths))
}
})
t.Run("returns nil when config missing", func(t *testing.T) {
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
if paths := c.Paths(); paths != nil {
t.Errorf("expected nil, got %v", paths)
}
})
}
func TestClawdbotModelsEdgeCases(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
cleanup := func() { os.RemoveAll(configDir) }
t.Run("corrupted JSON returns nil", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{corrupted`), 0o644)
if models := c.Models(); models != nil {
t.Errorf("expected nil, got %v", models)
}
})
t.Run("wrong type at models level", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":"string"}`), 0o644)
if models := c.Models(); models != nil {
t.Errorf("expected nil, got %v", models)
}
})
t.Run("wrong type at providers level", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":{"providers":"string"}}`), 0o644)
if models := c.Models(); models != nil {
t.Errorf("expected nil, got %v", models)
}
})
t.Run("wrong type at ollama level", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":{"providers":{"ollama":"string"}}}`), 0o644)
if models := c.Models(); models != nil {
t.Errorf("expected nil, got %v", models)
}
})
t.Run("model entry missing id", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":{"providers":{"ollama":{"models":[{"name":"test"}]}}}}`), 0o644)
if len(c.Models()) != 0 {
t.Error("expected empty for missing id")
}
})
t.Run("model id is not string", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"models":{"providers":{"ollama":{"models":[{"id":123}]}}}}`), 0o644)
if len(c.Models()) != 0 {
t.Error("expected empty for non-string id")
}
})
}
func TestClawdbotEditSchemaFields(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configPath := filepath.Join(tmpDir, ".clawdbot", "clawdbot.json")
if err := c.Edit([]string{"llama3.2"}); err != nil {
t.Fatal(err)
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
models := cfg["models"].(map[string]any)
providers := models["providers"].(map[string]any)
ollama := providers["ollama"].(map[string]any)
modelList := ollama["models"].([]any)
entry := modelList[0].(map[string]any)
// Verify required schema fields
if entry["reasoning"] != false {
t.Error("reasoning should be false")
}
if entry["input"] == nil {
t.Error("input should be set")
}
if entry["contextWindow"] == nil {
t.Error("contextWindow should be set")
}
if entry["maxTokens"] == nil {
t.Error("maxTokens should be set")
}
cost := entry["cost"].(map[string]any)
if cost["cacheRead"] == nil {
t.Error("cost.cacheRead should be set")
}
if cost["cacheWrite"] == nil {
t.Error("cost.cacheWrite should be set")
}
}
func TestClawdbotEditModelNames(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configPath := filepath.Join(tmpDir, ".clawdbot", "clawdbot.json")
cleanup := func() { os.RemoveAll(filepath.Join(tmpDir, ".clawdbot")) }
t.Run("model with colon tag", func(t *testing.T) {
cleanup()
if err := c.Edit([]string{"llama3.2:70b"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "llama3.2:70b")
assertClawdbotPrimaryModel(t, configPath, "ollama/llama3.2:70b")
})
t.Run("model with slash", func(t *testing.T) {
cleanup()
if err := c.Edit([]string{"library/model:tag"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "library/model:tag")
assertClawdbotPrimaryModel(t, configPath, "ollama/library/model:tag")
})
t.Run("model with hyphen", func(t *testing.T) {
cleanup()
if err := c.Edit([]string{"test-model"}); err != nil {
t.Fatal(err)
}
assertClawdbotModelExists(t, configPath, "test-model")
})
}
func TestClawdbotEditAgentsPreservation(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
cleanup := func() { os.RemoveAll(configDir) }
t.Run("preserve other agent defaults", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"agents":{"defaults":{"model":{"primary":"old"},"temperature":0.7}}}`), 0o644)
c.Edit([]string{"llama3.2"})
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
agents := cfg["agents"].(map[string]any)
defaults := agents["defaults"].(map[string]any)
if defaults["temperature"] != 0.7 {
t.Error("temperature setting was lost")
}
})
t.Run("preserve other agents besides defaults", func(t *testing.T) {
cleanup()
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(`{"agents":{"defaults":{},"custom-agent":{"foo":"bar"}}}`), 0o644)
c.Edit([]string{"llama3.2"})
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
agents := cfg["agents"].(map[string]any)
if agents["custom-agent"] == nil {
t.Error("custom-agent was lost")
}
})
}
const testClawdbotFixture = `{
"theme": "dark",
"mcp": {"servers": {"custom": {"enabled": true}}},
"models": {
"providers": {
"anthropic": {"apiKey": "xxx"},
"ollama": {
"baseUrl": "http://127.0.0.1:11434/v1",
"models": [{"id": "old-model", "customField": "preserved"}]
}
}
},
"agents": {
"defaults": {"model": {"primary": "old"}, "temperature": 0.7},
"custom-agent": {"foo": "bar"}
}
}`
func TestClawdbotEdit_RoundTrip(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(testClawdbotFixture), 0o644)
if err := c.Edit([]string{"llama3.2", "mistral"}); err != nil {
t.Fatal(err)
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
json.Unmarshal(data, &cfg)
// Verify top-level preserved
if cfg["theme"] != "dark" {
t.Error("theme not preserved")
}
mcp := cfg["mcp"].(map[string]any)
servers := mcp["servers"].(map[string]any)
if servers["custom"] == nil {
t.Error("mcp.servers.custom not preserved")
}
// Verify other providers preserved
models := cfg["models"].(map[string]any)
providers := models["providers"].(map[string]any)
if providers["anthropic"] == nil {
t.Error("anthropic provider not preserved")
}
// Verify agents preserved
agents := cfg["agents"].(map[string]any)
if agents["custom-agent"] == nil {
t.Error("custom-agent not preserved")
}
defaults := agents["defaults"].(map[string]any)
if defaults["temperature"] != 0.7 {
t.Error("temperature not preserved")
}
}
func TestClawdbotEdit_Idempotent(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(testClawdbotFixture), 0o644)
c.Edit([]string{"llama3.2", "mistral"})
firstData, _ := os.ReadFile(configPath)
c.Edit([]string{"llama3.2", "mistral"})
secondData, _ := os.ReadFile(configPath)
if string(firstData) != string(secondData) {
t.Error("repeated edits with same models produced different results")
}
}
func TestClawdbotEdit_MultipleConsecutiveEdits(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
os.MkdirAll(configDir, 0o755)
os.WriteFile(configPath, []byte(testClawdbotFixture), 0o644)
for i := range 10 {
models := []string{"model-a", "model-b"}
if i%2 == 0 {
models = []string{"model-x", "model-y", "model-z"}
}
if err := c.Edit(models); err != nil {
t.Fatalf("edit %d failed: %v", i, err)
}
}
data, _ := os.ReadFile(configPath)
var cfg map[string]any
if err := json.Unmarshal(data, &cfg); err != nil {
t.Fatalf("file is not valid JSON after multiple edits: %v", err)
}
if cfg["theme"] != "dark" {
t.Error("theme lost after multiple edits")
}
}
func TestClawdbotEdit_BackupCreated(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
configPath := filepath.Join(configDir, "clawdbot.json")
backupDir := filepath.Join(os.TempDir(), "ollama-backups")
os.MkdirAll(configDir, 0o755)
uniqueMarker := fmt.Sprintf("test-marker-%d", os.Getpid())
original := fmt.Sprintf(`{"theme": "%s"}`, uniqueMarker)
os.WriteFile(configPath, []byte(original), 0o644)
if err := c.Edit([]string{"model-a"}); err != nil {
t.Fatal(err)
}
backups, _ := filepath.Glob(filepath.Join(backupDir, "clawdbot.json.*"))
foundBackup := false
for _, backup := range backups {
data, _ := os.ReadFile(backup)
if string(data) == original {
foundBackup = true
break
}
}
if !foundBackup {
t.Error("backup with original content not found")
}
}
func TestClawdbotEdit_CreatesDirectoryIfMissing(t *testing.T) {
c := &Clawdbot{}
tmpDir := t.TempDir()
setTestHome(t, tmpDir)
configDir := filepath.Join(tmpDir, ".clawdbot")
if _, err := os.Stat(configDir); !os.IsNotExist(err) {
t.Fatal("directory should not exist before test")
}
if err := c.Edit([]string{"model-a"}); err != nil {
t.Fatal(err)
}
if _, err := os.Stat(configDir); os.IsNotExist(err) {
t.Fatal("directory was not created")
}
}

View File

@@ -7,6 +7,8 @@ import (
"os/exec"
"path/filepath"
"slices"
"github.com/ollama/ollama/envconfig"
)
// Droid implements Runner and Editor for Droid integration
@@ -117,7 +119,7 @@ func (d *Droid) Edit(models []string) error {
newModels = append(newModels, modelEntry{
Model: model,
DisplayName: model,
BaseURL: "http://localhost:11434/v1",
BaseURL: envconfig.Host().String() + "/v1",
APIKey: "ollama",
Provider: "generic-chat-completion-api",
MaxOutputTokens: 64000,

View File

@@ -218,7 +218,7 @@ func TestDroidEdit(t *testing.T) {
}
}
if model["baseUrl"] != "http://localhost:11434/v1" {
if model["baseUrl"] != "http://127.0.0.1:11434/v1" {
t.Errorf("unexpected baseUrl: %s", model["baseUrl"])
}
if model["apiKey"] != "ollama" {
@@ -447,7 +447,7 @@ const testDroidSettingsFixture = `{
{
"model": "existing-ollama-model",
"displayName": "existing-ollama-model",
"baseUrl": "http://localhost:11434/v1",
"baseUrl": "http://127.0.0.1:11434/v1",
"apiKey": "ollama",
"provider": "generic-chat-completion-api",
"maxOutputTokens": 64000,

View File

@@ -41,6 +41,7 @@ type Editor interface {
// integrations is the registry of available integrations.
var integrations = map[string]Runner{
"claude": &Claude{},
"clawdbot": &Clawdbot{},
"codex": &Codex{},
"droid": &Droid{},
"opencode": &OpenCode{},
@@ -242,6 +243,7 @@ func LaunchCmd(checkServerHeartbeat func(cmd *cobra.Command, args []string) erro
Supported integrations:
claude Claude Code
clawdbot Clawdbot
codex Codex
droid Droid
opencode OpenCode

View File

@@ -9,6 +9,8 @@ import (
"path/filepath"
"slices"
"strings"
"github.com/ollama/ollama/envconfig"
)
// OpenCode implements Runner and Editor for OpenCode integration
@@ -88,7 +90,7 @@ func (o *OpenCode) Edit(modelList []string) error {
"npm": "@ai-sdk/openai-compatible",
"name": "Ollama (local)",
"options": map[string]any{
"baseURL": "http://localhost:11434/v1",
"baseURL": envconfig.Host().String() + "/v1",
},
}
}

View File

@@ -15,6 +15,7 @@
- [Push a Model](#push-a-model)
- [Generate Embeddings](#generate-embeddings)
- [List Running Models](#list-running-models)
- [Usage](#usage)
- [Version](#version)
- [Experimental: Image Generation](#image-generation-experimental)
@@ -1854,6 +1855,53 @@ curl http://localhost:11434/api/embeddings -d '{
}
```
## Usage
```
GET /api/usage
```
Show aggregate usage statistics per model since the server started. All timestamps are UTC in RFC 3339 format.
### Examples
#### Request
```shell
curl http://localhost:11434/api/usage
```
#### Response
```json
{
"start": "2025-01-27T20:00:00Z",
"usage": [
{
"model": "llama3.2",
"requests": 5,
"prompt_tokens": 130,
"completion_tokens": 890
},
{
"model": "deepseek-r1",
"requests": 2,
"prompt_tokens": 48,
"completion_tokens": 312
}
]
}
```
#### Response fields
- `start`: when the server started tracking usage (UTC, RFC 3339)
- `usage`: list of per-model usage statistics
- `model`: model name
- `requests`: total number of completed requests
- `prompt_tokens`: total prompt tokens evaluated
- `completion_tokens`: total completion tokens generated
## Version
```

View File

@@ -102,6 +102,7 @@
"group": "Integrations",
"pages": [
"/integrations/claude-code",
"/integrations/clawdbot",
"/integrations/cline",
"/integrations/codex",
"/integrations/droid",

View File

@@ -0,0 +1,48 @@
---
title: Clawdbot
---
Clawdbot is a personal AI assistant that runs on your own devices. It bridges messaging services (WhatsApp, Telegram, Slack, Discord, iMessage, and more) to AI coding agents through a centralized gateway.
## Install
Install [Clawdbot](https://clawd.bot/)
```bash
npm install -g clawdbot@latest
```
Then run the onboarding wizard:
```bash
clawdbot onboard --install-daemon
```
<Note>Clawdbot requires a larger context window. It is recommended to use a context window of at least 64k tokens. See [Context length](/context-length) for more information.</Note>
## Usage with Ollama
### Quick setup
```bash
ollama launch clawdbot
```
This configures Clawdbot to use Ollama and starts the gateway.
If the gateway is already running, no changes need to be made as the gateway will auto-reload the changes.
To configure without launching:
```shell
ollama launch clawdbot --config
```
## Recommended Models
- `qwen3-coder`
- `glm-4.7`
- `gpt-oss:20b`
- `gpt-oss:120b`
Cloud models are also available at [ollama.com/search?c=cloud](https://ollama.com/search?c=cloud).

View File

@@ -4,6 +4,7 @@ import (
"encoding/json"
"fmt"
"strings"
"unicode"
"github.com/ollama/ollama/api"
)
@@ -17,12 +18,34 @@ const (
ministralCollectingToolArgs
)
// ministralEvent represents an event emitted during parsing
type ministralEvent interface {
isMinistralEvent()
}
type ministralEventContent struct {
content string
}
type ministralEventThinking struct {
thinking string
}
type ministralEventToolCall struct {
name string
args string // raw JSON string
}
func (ministralEventContent) isMinistralEvent() {}
func (ministralEventThinking) isMinistralEvent() {}
func (ministralEventToolCall) isMinistralEvent() {}
type MinistralParser struct {
state ministralParserState
buffer strings.Builder
tools []api.Tool
hasThinkingSupport bool
currentTool *api.Tool
pendingToolName string // stores tool name while collecting args
}
func (p *MinistralParser) HasToolSupport() bool {
@@ -63,74 +86,251 @@ func toolByName(tools []api.Tool, n string) (*api.Tool, error) {
return nil, fmt.Errorf("tool '%s' not found", n)
}
func (p *MinistralParser) Add(s string, done bool) (content string, thinking string, calls []api.ToolCall, err error) {
p.buffer.WriteString(s)
const (
ministralToolCallsTag = "[TOOL_CALLS]"
ministralThinkTag = "[THINK]"
ministralThinkEndTag = "[/THINK]"
ministralArgsTag = "[ARGS]"
)
// eat consumes the parser's buffer, and returns a list of any unambiguous
// events from the current parser state. The second return value indicates
// whether to keep looping (true when state transitions, false when waiting
// for more data).
func (p *MinistralParser) eat() ([]ministralEvent, bool) {
var events []ministralEvent
switch p.state {
case ministralCollectingContent:
if strings.Contains(p.buffer.String(), "[TOOL_CALLS]") {
before, _ := splitAtTag(&p.buffer, "[TOOL_CALLS]", false)
if before != "" {
return before, "", calls, nil
bufStr := p.buffer.String()
// Check for [TOOL_CALLS] tag
if strings.Contains(bufStr, ministralToolCallsTag) {
split := strings.SplitN(bufStr, ministralToolCallsTag, 2)
before := strings.TrimRightFunc(split[0], unicode.IsSpace)
if len(before) > 0 {
events = append(events, ministralEventContent{content: before})
}
after := split[1]
p.buffer.Reset()
p.buffer.WriteString(after)
p.state = ministralCollectingToolName
} else if strings.Contains(p.buffer.String(), "[THINK]") {
return events, true
}
// Check for [THINK] tag
if strings.Contains(bufStr, ministralThinkTag) {
split := strings.SplitN(bufStr, ministralThinkTag, 2)
before := strings.TrimRightFunc(split[0], unicode.IsSpace)
if len(before) > 0 {
events = append(events, ministralEventContent{content: before})
}
after := split[1]
p.buffer.Reset()
p.buffer.WriteString(after)
p.state = ministralCollectingThinkingContent
return "", "", calls, nil
} else {
p.buffer.Reset()
return s, "", calls, nil
return events, true
}
// Check for partial tag overlap with [TOOL_CALLS] or [THINK]
overlapToolCalls := overlap(bufStr, ministralToolCallsTag)
overlapThink := overlap(bufStr, ministralThinkTag)
maxOverlap := max(overlapToolCalls, overlapThink)
if maxOverlap > 0 {
// Withhold the potential partial tag
beforePartialTag := bufStr[:len(bufStr)-maxOverlap]
trailingWS := trailingWhitespaceLen(beforePartialTag)
ambiguousStart := len(beforePartialTag) - trailingWS
unambiguous := bufStr[:ambiguousStart]
ambiguous := bufStr[ambiguousStart:]
p.buffer.Reset()
p.buffer.WriteString(ambiguous)
if len(unambiguous) > 0 {
events = append(events, ministralEventContent{content: unambiguous})
}
return events, false
}
// No tag found: emit content but withhold trailing whitespace
whitespaceLen := trailingWhitespaceLen(bufStr)
ambiguousStart := len(bufStr) - whitespaceLen
unambiguous := bufStr[:ambiguousStart]
ambiguous := bufStr[ambiguousStart:]
p.buffer.Reset()
p.buffer.WriteString(ambiguous)
if len(unambiguous) > 0 {
events = append(events, ministralEventContent{content: unambiguous})
}
return events, false
case ministralCollectingThinkingContent:
if strings.Contains(p.buffer.String(), "[/THINK]") {
thinkingContent, after := splitAtTag(&p.buffer, "[/THINK]", true)
p.state = ministralCollectingContent
if after != "" {
p.buffer.Reset()
return after, thinkingContent, calls, nil
}
return "", thinkingContent, calls, nil
} else {
bufStr := p.buffer.String()
if strings.Contains(bufStr, ministralThinkEndTag) {
split := strings.SplitN(bufStr, ministralThinkEndTag, 2)
thinkingContent := split[0]
after := strings.TrimLeftFunc(split[1], unicode.IsSpace)
p.buffer.Reset()
return "", s, calls, nil
}
case ministralCollectingToolName:
if strings.Contains(p.buffer.String(), "[ARGS]") {
name, _ := splitAtTag(&p.buffer, "[ARGS]", false)
t, err := toolByName(p.tools, name)
if err != nil {
return "", "", calls, err
p.buffer.WriteString(after)
if len(thinkingContent) > 0 {
events = append(events, ministralEventThinking{thinking: thinkingContent})
}
p.currentTool = t
p.state = ministralCollectingToolArgs
return "", "", calls, nil
}
return "", "", calls, nil
case ministralCollectingToolArgs:
if strings.Contains(p.buffer.String(), "}") {
before, _ := splitAtTag(&p.buffer, "}", false)
before += "}"
var args api.ToolCallFunctionArguments
if err := json.Unmarshal([]byte(before), &args); err != nil {
// todo - throw a better error
return "", "", calls, err
}
p.state = ministralCollectingContent
return events, true
}
call := api.ToolCall{
// Check for partial overlap with [/THINK]
if overlapLen := overlap(bufStr, ministralThinkEndTag); overlapLen > 0 {
unambiguous := bufStr[:len(bufStr)-overlapLen]
ambiguous := bufStr[len(bufStr)-overlapLen:]
p.buffer.Reset()
p.buffer.WriteString(ambiguous)
if len(unambiguous) > 0 {
events = append(events, ministralEventThinking{thinking: unambiguous})
}
return events, false
}
// No tag found: emit all thinking content
p.buffer.Reset()
if len(bufStr) > 0 {
events = append(events, ministralEventThinking{thinking: bufStr})
}
return events, false
case ministralCollectingToolName:
bufStr := p.buffer.String()
if strings.Contains(bufStr, ministralArgsTag) {
split := strings.SplitN(bufStr, ministralArgsTag, 2)
toolName := split[0]
after := split[1]
p.pendingToolName = toolName
p.buffer.Reset()
p.buffer.WriteString(after)
p.state = ministralCollectingToolArgs
return events, true
}
// Wait for more data
return events, false
case ministralCollectingToolArgs:
bufStr := p.buffer.String()
jsonEnd := findJSONEnd(bufStr)
if jsonEnd != -1 {
jsonStr := bufStr[:jsonEnd+1]
remaining := bufStr[jsonEnd+1:]
events = append(events, ministralEventToolCall{
name: p.pendingToolName,
args: jsonStr,
})
p.pendingToolName = ""
p.buffer.Reset()
p.buffer.WriteString(remaining)
p.state = ministralCollectingContent
return events, true
}
// Wait for more data
return events, false
default:
panic("unexpected ministral event")
}
}
// parseEvents loops calling eat() until it returns false
func (p *MinistralParser) parseEvents() []ministralEvent {
var all []ministralEvent
keepLooping := true
for keepLooping {
var events []ministralEvent
events, keepLooping = p.eat()
all = append(all, events...)
}
return all
}
func (p *MinistralParser) Add(s string, done bool) (content string, thinking string, calls []api.ToolCall, err error) {
p.buffer.WriteString(s)
events := p.parseEvents()
var contentBuilder, thinkingBuilder strings.Builder
var toolCalls []api.ToolCall
for _, event := range events {
switch e := event.(type) {
case ministralEventContent:
contentBuilder.WriteString(e.content)
case ministralEventThinking:
thinkingBuilder.WriteString(e.thinking)
case ministralEventToolCall:
// Validate tool exists
tool, toolErr := toolByName(p.tools, e.name)
if toolErr != nil {
return contentBuilder.String(), thinkingBuilder.String(), toolCalls, toolErr
}
// Parse JSON arguments
var args api.ToolCallFunctionArguments
if jsonErr := json.Unmarshal([]byte(e.args), &args); jsonErr != nil {
return contentBuilder.String(), thinkingBuilder.String(), toolCalls, jsonErr
}
toolCalls = append(toolCalls, api.ToolCall{
Function: api.ToolCallFunction{
Name: p.currentTool.Function.Name,
Name: tool.Function.Name,
Arguments: args,
},
}
calls = append(calls, call)
return "", "", calls, nil
})
}
return "", "", calls, nil
}
return p.buffer.String(), thinking, calls, nil
return contentBuilder.String(), thinkingBuilder.String(), toolCalls, nil
}
// findJSONEnd finds the index of the closing brace that completes a JSON object.
// It properly handles nested objects, arrays, and strings (including escaped characters).
// Returns -1 if the JSON is not yet complete.
func findJSONEnd(s string) int {
depth := 0
inString := false
escaped := false
for i, r := range s {
if inString {
switch {
case escaped:
// If the previous character was a backslash, skip this character
escaped = false
case r == '\\':
// Mark the next character as escaped
escaped = true
case r == '"':
// End of string literal
inString = false
}
continue
}
switch r {
case '"':
// Start of string literal
inString = true
case '{', '[':
// Increase nesting level for objects and arrays
depth++
case '}', ']':
// Decrease nesting level
depth--
if depth == 0 {
// Reached the end of the root JSON structure
return i
}
}
}
return -1
}

View File

@@ -0,0 +1,545 @@
package parsers
import (
"reflect"
"testing"
"github.com/ollama/ollama/api"
)
func TestMinistralParserStreaming(t *testing.T) {
type step struct {
input string
wantEvents []ministralEvent
}
cases := []struct {
desc string
tools []api.Tool
steps []step
think bool // whether to enable thinking support
}{
// Content streaming
{
desc: "simple content",
steps: []step{
{input: "Hello, how can I help you?", wantEvents: []ministralEvent{
ministralEventContent{content: "Hello, how can I help you?"},
}},
},
},
{
desc: "streaming content word by word",
steps: []step{
{input: "Hello,", wantEvents: []ministralEvent{ministralEventContent{content: "Hello,"}}},
{input: " how", wantEvents: []ministralEvent{ministralEventContent{content: " how"}}},
{input: " can I help?", wantEvents: []ministralEvent{ministralEventContent{content: " can I help?"}}},
},
},
// Simple tool calls
{
desc: "simple tool call",
tools: []api.Tool{{Function: api.ToolFunction{Name: "get_weather"}}},
steps: []step{
{input: `[TOOL_CALLS]get_weather[ARGS]{"location": "San Francisco"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "get_weather", args: `{"location": "San Francisco"}`},
}},
},
},
{
desc: "tool call with nested object",
tools: []api.Tool{{Function: api.ToolFunction{Name: "create_entities"}}},
steps: []step{
{input: `[TOOL_CALLS]create_entities[ARGS]{"entities": [{"entityType": "Person", "name": "Jack", "observations": ["Works as a baker"]}]}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "create_entities", args: `{"entities": [{"entityType": "Person", "name": "Jack", "observations": ["Works as a baker"]}]}`},
}},
},
},
{
desc: "tool call with deeply nested objects",
tools: []api.Tool{{Function: api.ToolFunction{Name: "update_config"}}},
steps: []step{
{input: `[TOOL_CALLS]update_config[ARGS]{"settings": {"user": {"profile": {"name": "John", "age": 30}}, "theme": "dark"}}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "update_config", args: `{"settings": {"user": {"profile": {"name": "John", "age": 30}}, "theme": "dark"}}`},
}},
},
},
{
desc: "tool call with array of objects",
tools: []api.Tool{{Function: api.ToolFunction{Name: "process_items"}}},
steps: []step{
{input: `[TOOL_CALLS]process_items[ARGS]{"items": [{"id": 1}, {"id": 2}, {"id": 3}]}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "process_items", args: `{"items": [{"id": 1}, {"id": 2}, {"id": 3}]}`},
}},
},
},
{
desc: "tool call with escaped quotes in string",
tools: []api.Tool{{Function: api.ToolFunction{Name: "search"}}},
steps: []step{
{input: `[TOOL_CALLS]search[ARGS]{"query": "say \"hello\""}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "search", args: `{"query": "say \"hello\""}`},
}},
},
},
{
desc: "tool call with braces inside string",
tools: []api.Tool{{Function: api.ToolFunction{Name: "format"}}},
steps: []step{
{input: `[TOOL_CALLS]format[ARGS]{"template": "Hello {name}!"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "format", args: `{"template": "Hello {name}!"}`},
}},
},
},
{
desc: "empty JSON object",
tools: []api.Tool{{Function: api.ToolFunction{Name: "no_args"}}},
steps: []step{
{input: `[TOOL_CALLS]no_args[ARGS]{}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "no_args", args: `{}`},
}},
},
},
{
desc: "JSON with newlines in string",
tools: []api.Tool{{Function: api.ToolFunction{Name: "write"}}},
steps: []step{
{input: `[TOOL_CALLS]write[ARGS]{"content": "line1\nline2\nline3"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "write", args: `{"content": "line1\nline2\nline3"}`},
}},
},
},
{
desc: "backslash in string value",
tools: []api.Tool{{Function: api.ToolFunction{Name: "path"}}},
steps: []step{
{input: `[TOOL_CALLS]path[ARGS]{"dir": "C:\\Users\\test"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "path", args: `{"dir": "C:\\Users\\test"}`},
}},
},
},
// Content after tool call
{
desc: "content after tool call",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
// NOTE: It's unclear if this is valid Ministral output, but the parser
// currently treats text after a tool call as regular content. This test
// documents that behavior so we notice if it changes.
{input: `[TOOL_CALLS]test[ARGS]{"a": 1}some content after`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "test", args: `{"a": 1}`},
ministralEventContent{content: "some content after"},
}},
},
},
// Multiple tool calls
{
desc: "multiple tool calls in sequence",
tools: []api.Tool{
{Function: api.ToolFunction{Name: "get_weather"}},
{Function: api.ToolFunction{Name: "get_time"}},
},
steps: []step{
{input: `[TOOL_CALLS]get_weather[ARGS]{"location": "NYC"}[TOOL_CALLS]get_time[ARGS]{"timezone": "EST"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "get_weather", args: `{"location": "NYC"}`},
ministralEventToolCall{name: "get_time", args: `{"timezone": "EST"}`},
}},
},
},
{
desc: "multiple tool calls streamed separately",
tools: []api.Tool{
{Function: api.ToolFunction{Name: "tool_a"}},
{Function: api.ToolFunction{Name: "tool_b"}},
},
steps: []step{
{input: `[TOOL_CALLS]tool_a[ARGS]{"x": 1}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "tool_a", args: `{"x": 1}`},
}},
{input: `[TOOL_CALLS]tool_b[ARGS]{"y": 2}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "tool_b", args: `{"y": 2}`},
}},
},
},
// Streaming tool calls
{
desc: "streaming tool call with nested objects",
tools: []api.Tool{{Function: api.ToolFunction{Name: "create_entities"}}},
steps: []step{
{input: "[TOOL_CALLS]create_entities[ARGS]", wantEvents: []ministralEvent{}},
{input: `{"entities": [{"entityType": "Person",`, wantEvents: []ministralEvent{}},
{input: ` "name": "Jack",`, wantEvents: []ministralEvent{}},
{input: ` "observations": ["Works`, wantEvents: []ministralEvent{}},
{input: ` as a baker"]}`, wantEvents: []ministralEvent{}},
{input: `]}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "create_entities", args: `{"entities": [{"entityType": "Person", "name": "Jack", "observations": ["Works as a baker"]}]}`},
}},
},
},
{
desc: "streaming with incomplete JSON waits for completion",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
{input: "[TOOL_CALLS]test[ARGS]{", wantEvents: []ministralEvent{}},
{input: `"a": {`, wantEvents: []ministralEvent{}},
{input: `"b": 1`, wantEvents: []ministralEvent{}},
{input: `}`, wantEvents: []ministralEvent{}},
{input: `}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "test", args: `{"a": {"b": 1}}`},
}},
},
},
// Partial tag handling
{
desc: "partial tool tag fakeout",
steps: []step{
{input: "abc[TOOL", wantEvents: []ministralEvent{ministralEventContent{content: "abc"}}},
{input: " not a tag", wantEvents: []ministralEvent{ministralEventContent{content: "[TOOL not a tag"}}},
},
},
{
desc: "tool call tag split across chunks",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
{input: "[TOOL_", wantEvents: []ministralEvent{}},
{input: "CALLS]test[ARGS]{}", wantEvents: []ministralEvent{
ministralEventToolCall{name: "test", args: `{}`},
}},
},
},
{
desc: "content before tool call",
tools: []api.Tool{{Function: api.ToolFunction{Name: "get_weather"}}},
steps: []step{
{input: "hello [TOOL_CALLS]get_weather[ARGS]{}", wantEvents: []ministralEvent{
ministralEventContent{content: "hello"},
ministralEventToolCall{name: "get_weather", args: `{}`},
}},
},
},
{
desc: "whitespace between content and tool call is trimmed",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
{input: "content \n [TOOL_CALLS]test[ARGS]{}", wantEvents: []ministralEvent{
ministralEventContent{content: "content"},
ministralEventToolCall{name: "test", args: `{}`},
}},
},
},
{
desc: "tabs and newlines before tool call are trimmed",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
{input: "content\t\n\t[TOOL_CALLS]test[ARGS]{}", wantEvents: []ministralEvent{
ministralEventContent{content: "content"},
ministralEventToolCall{name: "test", args: `{}`},
}},
},
},
{
desc: "non-breaking space before tool call is trimmed",
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
// \u00a0 is non-breaking space, which unicode.IsSpace considers whitespace
{input: "content\u00a0[TOOL_CALLS]test[ARGS]{}", wantEvents: []ministralEvent{
ministralEventContent{content: "content"},
ministralEventToolCall{name: "test", args: `{}`},
}},
},
},
{
desc: "whitespace before THINK tag is trimmed",
steps: []step{
{input: "content \n [THINK]thinking[/THINK]after", wantEvents: []ministralEvent{
ministralEventContent{content: "content"},
ministralEventThinking{thinking: "thinking"},
ministralEventContent{content: "after"},
}},
},
},
{
desc: "trailing whitespace withheld then emitted",
steps: []step{
{input: "Hello ", wantEvents: []ministralEvent{ministralEventContent{content: "Hello"}}},
{input: "world", wantEvents: []ministralEvent{ministralEventContent{content: " world"}}},
},
},
{
desc: "trailing newline withheld then emitted",
steps: []step{
{input: "Hello\n", wantEvents: []ministralEvent{ministralEventContent{content: "Hello"}}},
{input: "world", wantEvents: []ministralEvent{ministralEventContent{content: "\nworld"}}},
},
},
// Thinking support
{
desc: "thinking content",
think: true,
steps: []step{
{input: "thinking here[/THINK]", wantEvents: []ministralEvent{
ministralEventThinking{thinking: "thinking here"},
}},
{input: "content after", wantEvents: []ministralEvent{
ministralEventContent{content: "content after"},
}},
},
},
{
desc: "thinking with whitespace after end tag",
think: true,
steps: []step{
{input: "my thoughts[/THINK] \n response", wantEvents: []ministralEvent{
ministralEventThinking{thinking: "my thoughts"},
ministralEventContent{content: "response"},
}},
},
},
{
desc: "non-breaking space after think end tag is trimmed",
think: true,
steps: []step{
// \u00a0 is non-breaking space
{input: "thinking[/THINK]\u00a0response", wantEvents: []ministralEvent{
ministralEventThinking{thinking: "thinking"},
ministralEventContent{content: "response"},
}},
},
},
{
desc: "partial think end tag",
think: true,
steps: []step{
{input: "thinking[/THI", wantEvents: []ministralEvent{ministralEventThinking{thinking: "thinking"}}},
{input: "NK]after", wantEvents: []ministralEvent{ministralEventContent{content: "after"}}},
},
},
{
desc: "think tag fakeout",
think: true,
steps: []step{
{input: "thinking[/THI", wantEvents: []ministralEvent{ministralEventThinking{thinking: "thinking"}}},
{input: "not end tag", wantEvents: []ministralEvent{ministralEventThinking{thinking: "[/THInot end tag"}}},
},
},
{
desc: "thinking then tool call",
think: true,
tools: []api.Tool{{Function: api.ToolFunction{Name: "test"}}},
steps: []step{
{input: "let me think[/THINK][TOOL_CALLS]test[ARGS]{}", wantEvents: []ministralEvent{
ministralEventThinking{thinking: "let me think"},
ministralEventToolCall{name: "test", args: `{}`},
}},
},
},
// Content then THINK tag transition
{
desc: "content then think tag",
steps: []step{
{input: "content[THINK]thinking[/THINK]more", wantEvents: []ministralEvent{
ministralEventContent{content: "content"},
ministralEventThinking{thinking: "thinking"},
ministralEventContent{content: "more"},
}},
},
},
// Unicode handling
{
desc: "unicode content",
steps: []step{
{input: "你好 🌍 مرحبا", wantEvents: []ministralEvent{
ministralEventContent{content: "你好 🌍 مرحبا"},
}},
},
},
{
desc: "unicode in tool args",
tools: []api.Tool{{Function: api.ToolFunction{Name: "greet"}}},
steps: []step{
{input: `[TOOL_CALLS]greet[ARGS]{"message": "你好 🌍"}`, wantEvents: []ministralEvent{
ministralEventToolCall{name: "greet", args: `{"message": "你好 🌍"}`},
}},
},
},
}
for _, tc := range cases {
t.Run(tc.desc, func(t *testing.T) {
parser := MinistralParser{}
parser.hasThinkingSupport = tc.think
parser.Init(tc.tools, nil, nil)
for i, step := range tc.steps {
parser.buffer.WriteString(step.input)
gotEvents := parser.parseEvents()
if len(gotEvents) == 0 && len(step.wantEvents) == 0 {
// avoid deep equal on empty vs. nil slices
continue
}
if !reflect.DeepEqual(gotEvents, step.wantEvents) {
t.Errorf("step %d: input %q: got events %#v, want %#v", i, step.input, gotEvents, step.wantEvents)
}
}
})
}
}
func TestMinistralParser_Errors(t *testing.T) {
t.Run("unknown tool returns error", func(t *testing.T) {
p := &MinistralParser{}
p.Init([]api.Tool{{Function: api.ToolFunction{Name: "known_tool"}}}, nil, nil)
_, _, _, err := p.Add(`[TOOL_CALLS]unknown_tool[ARGS]{"a": 1}`, true)
if err == nil {
t.Fatal("expected error for unknown tool")
}
})
t.Run("invalid JSON returns error", func(t *testing.T) {
p := &MinistralParser{}
p.Init([]api.Tool{{Function: api.ToolFunction{Name: "test"}}}, nil, nil)
_, _, _, err := p.Add(`[TOOL_CALLS]test[ARGS]{invalid json}`, true)
if err == nil {
t.Fatal("expected error for invalid JSON")
}
})
}
func TestFindJSONEnd(t *testing.T) {
tests := []struct {
name string
input string
expected int
}{
{
name: "simple object",
input: `{"a": 1}`,
expected: 7,
},
{
name: "nested object",
input: `{"a": {"b": 2}}`,
expected: 14,
},
{
name: "array inside object",
input: `{"items": [1, 2, 3]}`,
expected: 19,
},
{
name: "braces in string",
input: `{"template": "Hello {name}!"}`,
expected: 28,
},
{
name: "escaped quotes",
input: `{"msg": "say \"hi\""}`,
expected: 20,
},
{
name: "incomplete object",
input: `{"a": {"b": 1}`,
expected: -1,
},
{
name: "deeply nested",
input: `{"a": {"b": {"c": {"d": 1}}}}`,
expected: 28,
},
{
name: "object with trailing content",
input: `{"a": 1} extra`,
expected: 7,
},
{
name: "array",
input: `[{"a": 1}, {"b": 2}]`,
expected: 19,
},
{
name: "escaped backslash before quote",
input: `{"path": "C:\\"}`,
expected: 15,
},
{
name: "empty string",
input: "",
expected: -1,
},
{
name: "no opening brace",
input: "hello world",
expected: -1,
},
{
name: "only opening brace",
input: "{",
expected: -1,
},
{
name: "unclosed string",
input: `{"key": "unclosed`,
expected: -1,
},
{
name: "double escaped backslash then quote",
input: `{"path": "C:\\\\"}`,
expected: 17,
},
{
name: "unicode in key and value",
input: `{"키": "값"}`,
expected: 13,
},
{
name: "nested arrays",
input: `{"matrix": [[1, 2], [3, 4]]}`,
expected: 27,
},
{
name: "mixed nesting",
input: `{"a": [{"b": {"c": [1, 2, 3]}}]}`,
expected: 31,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
result := findJSONEnd(tt.input)
if result != tt.expected {
t.Errorf("findJSONEnd(%q) = %d, want %d", tt.input, result, tt.expected)
}
})
}
}
func TestMinistralParser_HasToolSupport(t *testing.T) {
p := &MinistralParser{}
if !p.HasToolSupport() {
t.Error("expected HasToolSupport to return true")
}
}
func TestMinistralParser_HasThinkingSupport(t *testing.T) {
p := &MinistralParser{hasThinkingSupport: false}
if p.HasThinkingSupport() {
t.Error("expected HasThinkingSupport to return false")
}
p = &MinistralParser{hasThinkingSupport: true}
if !p.HasThinkingSupport() {
t.Error("expected HasThinkingSupport to return true")
}
}

View File

@@ -3,6 +3,7 @@ package parsers
import (
"strings"
"unicode"
"unicode/utf8"
"github.com/ollama/ollama/api"
"github.com/ollama/ollama/harmony"
@@ -114,3 +115,33 @@ func splitAtTag(sb *strings.Builder, tag string, trimAfter bool) (string, string
sb.WriteString(after)
return before, after // return events
}
// overlap returns the longest overlap between the suffix of s and the prefix of delim
func overlap(s, delim string) int {
max := min(len(delim), len(s))
for i := max; i > 0; i-- {
if strings.HasSuffix(s, delim[:i]) {
return i
}
}
return 0
}
// trailingWhitespaceLen returns the length in bytes of trailing whitespace in s
func trailingWhitespaceLen(s string) int {
remaining := s
total := 0
for len(remaining) > 0 {
r, size := utf8.DecodeLastRuneInString(remaining)
// if it's an invalid utf8 rune, assume it isn't whitespace
if r == utf8.RuneError && size == 1 {
break
}
if !unicode.IsSpace(r) {
break
}
total += size
remaining = remaining[:len(remaining)-size]
}
return total
}

View File

@@ -11,7 +11,6 @@ import (
"strconv"
"strings"
"unicode"
"unicode/utf8"
"github.com/ollama/ollama/api"
"github.com/ollama/ollama/logutil"
@@ -194,36 +193,6 @@ func eat(p *Qwen3CoderParser) ([]qwenEvent, bool) {
}
}
// TODO(drifkin): move this to a shared location
// longest overlap between suffix of s and prefix of delim
func overlap(s, delim string) int {
max := min(len(delim), len(s))
for i := max; i > 0; i-- {
if strings.HasSuffix(s, delim[:i]) {
return i
}
}
return 0
}
func trailingWhitespaceLen(s string) int {
remaining := s
total := 0
for len(remaining) > 0 {
r, size := utf8.DecodeLastRuneInString(remaining)
// if it's an invalid utf8 rune, assume it isn't whitespace
if r == utf8.RuneError && size == 1 {
break
}
if !unicode.IsSpace(r) {
break
}
total += size
remaining = remaining[:len(remaining)-size]
}
return total
}
type XMLFunctionCall struct {
XMLName xml.Name `xml:"function"`
Name string `xml:"name,attr"`

View File

@@ -85,6 +85,7 @@ type Server struct {
addr net.Addr
sched *Scheduler
lowVRAM bool
usage *UsageTracker
}
func init() {
@@ -273,6 +274,10 @@ func (s *Server) GenerateHandler(c *gin.Context) {
c.Header("Content-Type", contentType)
fn := func(resp api.GenerateResponse) error {
if resp.Done {
s.usage.Record(origModel, resp.PromptEvalCount, resp.EvalCount)
}
resp.Model = origModel
resp.RemoteModel = m.Config.RemoteModel
resp.RemoteHost = m.Config.RemoteHost
@@ -579,6 +584,8 @@ func (s *Server) GenerateHandler(c *gin.Context) {
}
res.Context = tokens
}
s.usage.Record(req.Model, cr.PromptEvalCount, cr.EvalCount)
}
if builtinParser != nil {
@@ -1590,6 +1597,8 @@ func (s *Server) GenerateRoutes(rc *ollama.Registry) (http.Handler, error) {
r.HEAD("/api/blobs/:digest", s.HeadBlobHandler)
r.POST("/api/copy", s.CopyHandler)
r.GET("/api/usage", s.UsageHandler)
// Inference
r.GET("/api/ps", s.PsHandler)
r.POST("/api/generate", s.GenerateHandler)
@@ -1658,7 +1667,7 @@ func Serve(ln net.Listener) error {
}
}
s := &Server{addr: ln.Addr()}
s := &Server{addr: ln.Addr(), usage: NewUsageTracker()}
var rc *ollama.Registry
if useClient2 {
@@ -1875,6 +1884,10 @@ func (s *Server) SignoutHandler(c *gin.Context) {
c.JSON(http.StatusOK, nil)
}
func (s *Server) UsageHandler(c *gin.Context) {
c.JSON(http.StatusOK, s.usage.Stats())
}
func (s *Server) PsHandler(c *gin.Context) {
models := []api.ProcessModelResponse{}
@@ -2033,6 +2046,10 @@ func (s *Server) ChatHandler(c *gin.Context) {
c.Header("Content-Type", contentType)
fn := func(resp api.ChatResponse) error {
if resp.Done {
s.usage.Record(origModel, resp.PromptEvalCount, resp.EvalCount)
}
resp.Model = origModel
resp.RemoteModel = m.Config.RemoteModel
resp.RemoteHost = m.Config.RemoteHost
@@ -2253,6 +2270,8 @@ func (s *Server) ChatHandler(c *gin.Context) {
res.DoneReason = r.DoneReason.String()
res.TotalDuration = time.Since(checkpointStart)
res.LoadDuration = checkpointLoaded.Sub(checkpointStart)
s.usage.Record(req.Model, r.PromptEvalCount, r.EvalCount)
}
if builtinParser != nil {

View File

@@ -88,19 +88,39 @@ func TestGenerateChatRemote(t *testing.T) {
if r.Method != http.MethodPost {
t.Errorf("Expected POST request, got %s", r.Method)
}
if r.URL.Path != "/api/chat" {
t.Errorf("Expected path '/api/chat', got %s", r.URL.Path)
}
w.WriteHeader(http.StatusOK)
w.Header().Set("Content-Type", "application/json")
resp := api.ChatResponse{
Model: "test",
Done: true,
DoneReason: "load",
}
if err := json.NewEncoder(w).Encode(&resp); err != nil {
t.Fatal(err)
switch r.URL.Path {
case "/api/chat":
resp := api.ChatResponse{
Model: "test",
Done: true,
DoneReason: "load",
Metrics: api.Metrics{
PromptEvalCount: 10,
EvalCount: 20,
},
}
if err := json.NewEncoder(w).Encode(&resp); err != nil {
t.Fatal(err)
}
case "/api/generate":
resp := api.GenerateResponse{
Model: "test",
Done: true,
DoneReason: "stop",
Metrics: api.Metrics{
PromptEvalCount: 5,
EvalCount: 15,
},
}
if err := json.NewEncoder(w).Encode(&resp); err != nil {
t.Fatal(err)
}
default:
t.Errorf("unexpected path %s", r.URL.Path)
}
}))
defer rs.Close()
@@ -111,7 +131,7 @@ func TestGenerateChatRemote(t *testing.T) {
}
t.Setenv("OLLAMA_REMOTES", p.Hostname())
s := Server{}
s := Server{usage: NewUsageTracker()}
w := createRequest(t, s.CreateHandler, api.CreateRequest{
Model: "test-cloud",
RemoteHost: rs.URL,
@@ -159,6 +179,61 @@ func TestGenerateChatRemote(t *testing.T) {
t.Errorf("expected done reason load, got %s", actual.DoneReason)
}
})
t.Run("remote chat usage tracking", func(t *testing.T) {
stats := s.usage.Stats()
found := false
for _, m := range stats.Usage {
if m.Model == "test-cloud" {
found = true
if m.Requests != 1 {
t.Errorf("expected 1 request, got %d", m.Requests)
}
if m.PromptTokens != 10 {
t.Errorf("expected 10 prompt tokens, got %d", m.PromptTokens)
}
if m.CompletionTokens != 20 {
t.Errorf("expected 20 completion tokens, got %d", m.CompletionTokens)
}
}
}
if !found {
t.Error("expected usage entry for test-cloud")
}
})
t.Run("remote generate usage tracking", func(t *testing.T) {
// Reset the tracker for a clean test
s.usage = NewUsageTracker()
w := createRequest(t, s.GenerateHandler, api.GenerateRequest{
Model: "test-cloud",
Prompt: "hello",
})
if w.Code != http.StatusOK {
t.Fatalf("expected status 200, got %d", w.Code)
}
stats := s.usage.Stats()
found := false
for _, m := range stats.Usage {
if m.Model == "test-cloud" {
found = true
if m.Requests != 1 {
t.Errorf("expected 1 request, got %d", m.Requests)
}
if m.PromptTokens != 5 {
t.Errorf("expected 5 prompt tokens, got %d", m.PromptTokens)
}
if m.CompletionTokens != 15 {
t.Errorf("expected 15 completion tokens, got %d", m.CompletionTokens)
}
}
}
if !found {
t.Error("expected usage entry for test-cloud")
}
})
}
func TestGenerateChat(t *testing.T) {

62
server/usage.go Normal file
View File

@@ -0,0 +1,62 @@
package server
import (
"sync"
"time"
"github.com/ollama/ollama/api"
)
type ModelUsage struct {
Requests int64
PromptTokens int64
CompletionTokens int64
}
type UsageTracker struct {
mu sync.Mutex
start time.Time
models map[string]*ModelUsage
}
func NewUsageTracker() *UsageTracker {
return &UsageTracker{
start: time.Now().UTC(),
models: make(map[string]*ModelUsage),
}
}
func (u *UsageTracker) Record(model string, promptTokens, completionTokens int) {
u.mu.Lock()
defer u.mu.Unlock()
m, ok := u.models[model]
if !ok {
m = &ModelUsage{}
u.models[model] = m
}
m.Requests++
m.PromptTokens += int64(promptTokens)
m.CompletionTokens += int64(completionTokens)
}
func (u *UsageTracker) Stats() api.UsageResponse {
u.mu.Lock()
defer u.mu.Unlock()
byModel := make([]api.ModelUsageData, 0, len(u.models))
for model, usage := range u.models {
byModel = append(byModel, api.ModelUsageData{
Model: model,
Requests: usage.Requests,
PromptTokens: usage.PromptTokens,
CompletionTokens: usage.CompletionTokens,
})
}
return api.UsageResponse{
Start: u.start,
Usage: byModel,
}
}

136
server/usage_test.go Normal file
View File

@@ -0,0 +1,136 @@
package server
import (
"encoding/json"
"net/http"
"net/http/httptest"
"sync"
"testing"
"github.com/gin-gonic/gin"
"github.com/ollama/ollama/api"
)
func TestUsageTrackerRecord(t *testing.T) {
tracker := NewUsageTracker()
tracker.Record("model-a", 10, 20)
tracker.Record("model-a", 5, 15)
tracker.Record("model-b", 100, 200)
stats := tracker.Stats()
if len(stats.Usage) != 2 {
t.Fatalf("expected 2 models, got %d", len(stats.Usage))
}
lookup := make(map[string]api.ModelUsageData)
for _, m := range stats.Usage {
lookup[m.Model] = m
}
a := lookup["model-a"]
if a.Requests != 2 {
t.Errorf("model-a requests: expected 2, got %d", a.Requests)
}
if a.PromptTokens != 15 {
t.Errorf("model-a prompt tokens: expected 15, got %d", a.PromptTokens)
}
if a.CompletionTokens != 35 {
t.Errorf("model-a completion tokens: expected 35, got %d", a.CompletionTokens)
}
b := lookup["model-b"]
if b.Requests != 1 {
t.Errorf("model-b requests: expected 1, got %d", b.Requests)
}
if b.PromptTokens != 100 {
t.Errorf("model-b prompt tokens: expected 100, got %d", b.PromptTokens)
}
if b.CompletionTokens != 200 {
t.Errorf("model-b completion tokens: expected 200, got %d", b.CompletionTokens)
}
}
func TestUsageTrackerConcurrent(t *testing.T) {
tracker := NewUsageTracker()
var wg sync.WaitGroup
for i := 0; i < 100; i++ {
wg.Add(1)
go func() {
defer wg.Done()
tracker.Record("model-a", 1, 2)
}()
}
wg.Wait()
stats := tracker.Stats()
if len(stats.Usage) != 1 {
t.Fatalf("expected 1 model, got %d", len(stats.Usage))
}
m := stats.Usage[0]
if m.Requests != 100 {
t.Errorf("requests: expected 100, got %d", m.Requests)
}
if m.PromptTokens != 100 {
t.Errorf("prompt tokens: expected 100, got %d", m.PromptTokens)
}
if m.CompletionTokens != 200 {
t.Errorf("completion tokens: expected 200, got %d", m.CompletionTokens)
}
}
func TestUsageTrackerStart(t *testing.T) {
tracker := NewUsageTracker()
stats := tracker.Stats()
if stats.Start.IsZero() {
t.Error("expected non-zero start time")
}
}
func TestUsageHandler(t *testing.T) {
gin.SetMode(gin.TestMode)
s := &Server{
usage: NewUsageTracker(),
}
s.usage.Record("llama3", 50, 100)
s.usage.Record("llama3", 25, 50)
w := httptest.NewRecorder()
c, _ := gin.CreateTestContext(w)
c.Request = httptest.NewRequest(http.MethodGet, "/api/usage", nil)
s.UsageHandler(c)
if w.Code != http.StatusOK {
t.Fatalf("expected status 200, got %d", w.Code)
}
var resp api.UsageResponse
if err := json.Unmarshal(w.Body.Bytes(), &resp); err != nil {
t.Fatalf("failed to unmarshal response: %v", err)
}
if len(resp.Usage) != 1 {
t.Fatalf("expected 1 model, got %d", len(resp.Usage))
}
m := resp.Usage[0]
if m.Model != "llama3" {
t.Errorf("expected model llama3, got %s", m.Model)
}
if m.Requests != 2 {
t.Errorf("expected 2 requests, got %d", m.Requests)
}
if m.PromptTokens != 75 {
t.Errorf("expected 75 prompt tokens, got %d", m.PromptTokens)
}
if m.CompletionTokens != 150 {
t.Errorf("expected 150 completion tokens, got %d", m.CompletionTokens)
}
}