ollama/server/routes.go

package server

import (
	"context"
	"encoding/json"
	"fmt"
	"io"
	"log"
	"net"
	"net/http"
	"os"
	"os/signal"
	"path/filepath"
	"reflect"
	"runtime"
	"strconv"
	"strings"
	"sync"
	"syscall"
	"time"

	"github.com/gin-contrib/cors"
	"github.com/gin-gonic/gin"
	"gonum.org/v1/gonum/mat"

	"github.com/jmorganca/ollama/api"
	"github.com/jmorganca/ollama/llm"
	"github.com/jmorganca/ollama/vector"
)

var mode string = gin.DebugMode

func init() {
	switch mode {
	case gin.DebugMode:
	case gin.ReleaseMode:
	case gin.TestMode:
	default:
		mode = gin.DebugMode
	}

	gin.SetMode(mode)
}

var loaded struct {
	mu sync.Mutex

	llm        llm.LLM
	Embeddings []vector.Embedding

	expireAt    time.Time
	expireTimer *time.Timer

	digest  string
	options api.Options
}

var defaultSessionDuration = 5 * time.Minute

// load a model into memory if it is not already loaded, it is up to the caller to lock loaded.mu before calling this function
func load(ctx context.Context, workDir string, model *Model, reqOpts map[string]interface{}, sessionDuration time.Duration) error {
	opts := api.DefaultOptions()
	if err := opts.FromMap(model.Options); err != nil {
		log.Printf("could not load model options: %v", err)
		return err
	}

	if err := opts.FromMap(reqOpts); err != nil {
		log.Printf("could not merge model options: %v", err)
		return err
	}

	// check if the loaded model is still running in a subprocess, in case something unexpected happened
	if loaded.llm != nil {
		if err := loaded.llm.Ping(ctx); err != nil {
			log.Print("loaded llm process not responding, closing now")
			// the subprocess is no longer running, so close it
			loaded.llm.Close()
			loaded.llm = nil
			loaded.digest = ""
		}
	}

	if model.Digest != loaded.digest || !reflect.DeepEqual(loaded.options, opts) {
		if loaded.llm != nil {
			log.Println("changing loaded model")
			loaded.llm.Close()
			loaded.llm = nil
			loaded.digest = ""
		}

		if model.Embeddings != nil && len(model.Embeddings) > 0 {
			opts.EmbeddingOnly = true // this is requried to generate embeddings, completions will still work
			loaded.Embeddings = model.Embeddings
		}

		llmModel, err := llm.New(workDir, model.ModelPath, model.AdapterPaths, opts)
		if err != nil {
			return err
		}

		// set cache values before modifying opts
		loaded.llm = llmModel
		loaded.digest = model.Digest
		loaded.options = opts

		if opts.NumKeep < 0 {
			promptWithSystem, err := model.Prompt(api.GenerateRequest{}, "")
			if err != nil {
				return err
			}

			promptNoSystem, err := model.Prompt(api.GenerateRequest{Context: []int{0}}, "")
			if err != nil {
				return err
			}

			tokensWithSystem, err := llmModel.Encode(ctx, promptWithSystem)
			if err != nil {
				return err
			}

			tokensNoSystem, err := llmModel.Encode(ctx, promptNoSystem)
			if err != nil {
				return err
			}

			opts.NumKeep = len(tokensWithSystem) - len(tokensNoSystem)

			llmModel.SetOptions(opts)
		}
	}

	loaded.expireAt = time.Now().Add(sessionDuration)

	if loaded.expireTimer == nil {
		loaded.expireTimer = time.AfterFunc(sessionDuration, func() {
			loaded.mu.Lock()
			defer loaded.mu.Unlock()

			if time.Now().Before(loaded.expireAt) {
				return
			}

			if loaded.llm == nil {
				return
			}

			loaded.llm.Close()
			loaded.llm = nil
			loaded.digest = ""
		})
	}

	loaded.expireTimer.Reset(sessionDuration)
	return nil
}

func GenerateHandler(c *gin.Context) {
	loaded.mu.Lock()
	defer loaded.mu.Unlock()

	checkpointStart := time.Now()

	var req api.GenerateRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	model, err := GetModel(req.Model)
	if err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	workDir := c.GetString("workDir")

	// TODO: set this duration from the request if specified
	sessionDuration := defaultSessionDuration
	if err := load(c.Request.Context(), workDir, model, req.Options, sessionDuration); err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	checkpointLoaded := time.Now()

	embedding := ""
	if model.Embeddings != nil && len(model.Embeddings) > 0 {
		promptEmbed, err := loaded.llm.Embedding(c.Request.Context(), req.Prompt)
		if err != nil {
			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
			return
		}
		// TODO: set embed_top from specified parameters in modelfile
		embed_top := 3
		topK := vector.TopK(embed_top, mat.NewVecDense(len(promptEmbed), promptEmbed), loaded.Embeddings)
		for _, e := range topK {
			embedding = fmt.Sprintf("%s %s", embedding, e.Embedding.Data)
		}
	}

	prompt, err := model.Prompt(req, embedding)
	if err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	ch := make(chan any)
	go func() {
		defer close(ch)
		fn := func(r api.GenerateResponse) {
			loaded.expireAt = time.Now().Add(sessionDuration)
			loaded.expireTimer.Reset(sessionDuration)

			r.Model = req.Model
			r.CreatedAt = time.Now().UTC()
			if r.Done {
				r.TotalDuration = time.Since(checkpointStart)
				r.LoadDuration = checkpointLoaded.Sub(checkpointStart)
			}

			ch <- r
		}

		// an empty request loads the model
		if req.Prompt == "" && req.Template == "" && req.System == "" {
			ch <- api.GenerateResponse{Model: req.Model, Done: true}
		} else {
			if err := loaded.llm.Predict(c.Request.Context(), req.Context, prompt, fn); err != nil {
				ch <- gin.H{"error": err.Error()}
			}
		}
	}()

	streamResponse(c, ch)
}

func EmbeddingHandler(c *gin.Context) {
	loaded.mu.Lock()
	defer loaded.mu.Unlock()

	var req api.EmbeddingRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	model, err := GetModel(req.Model)
	if err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	workDir := c.GetString("workDir")
	if err := load(c.Request.Context(), workDir, model, req.Options, 5*time.Minute); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	if !loaded.options.EmbeddingOnly {
		c.JSON(http.StatusBadRequest, gin.H{"error": "embedding option must be set to true"})
		return
	}

	embedding, err := loaded.llm.Embedding(c.Request.Context(), req.Prompt)
	if err != nil {
		log.Printf("embedding generation failed: %v", err)
		c.JSON(http.StatusInternalServerError, gin.H{"error": "failed to generate embedding"})
		return
	}

	resp := api.EmbeddingResponse{
		Embedding: embedding,
	}
	c.JSON(http.StatusOK, resp)
}

func PullModelHandler(c *gin.Context) {
	var req api.PullRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	ch := make(chan any)
	go func() {
		defer close(ch)
		fn := func(r api.ProgressResponse) {
			ch <- r
		}

		regOpts := &RegistryOptions{
			Insecure: req.Insecure,
		}

		ctx, cancel := context.WithCancel(c.Request.Context())
		defer cancel()

		if err := PullModel(ctx, req.Name, regOpts, fn); err != nil {
			ch <- gin.H{"error": err.Error()}
		}
	}()

	streamResponse(c, ch)
}

func PushModelHandler(c *gin.Context) {
	var req api.PushRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	ch := make(chan any)
	go func() {
		defer close(ch)
		fn := func(r api.ProgressResponse) {
			ch <- r
		}

		regOpts := &RegistryOptions{
			Insecure: req.Insecure,
		}

		ctx := context.Background()
		if err := PushModel(ctx, req.Name, regOpts, fn); err != nil {
			ch <- gin.H{"error": err.Error()}
		}
	}()

	streamResponse(c, ch)
}

func CreateModelHandler(c *gin.Context) {
	var req api.CreateRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"message": err.Error()})
		return
	}

	workDir := c.GetString("workDir")

	ch := make(chan any)
	go func() {
		defer close(ch)
		fn := func(resp api.ProgressResponse) {
			ch <- resp
		}

		ctx, cancel := context.WithCancel(c.Request.Context())
		defer cancel()

		if err := CreateModel(ctx, workDir, req.Name, req.Path, fn); err != nil {
			ch <- gin.H{"error": err.Error()}
		}
	}()

	streamResponse(c, ch)
}

func DeleteModelHandler(c *gin.Context) {
	var req api.DeleteRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	if err := DeleteModel(req.Name); err != nil {
		if os.IsNotExist(err) {
			c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found", req.Name)})
		} else {
			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		}
		return
	}

	manifestsPath, err := GetManifestPath()
	if err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	if err := PruneDirectory(manifestsPath); err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	c.JSON(http.StatusOK, nil)
}

func ShowModelHandler(c *gin.Context) {
	var req api.ShowRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	resp, err := GetModelInfo(req.Name)
	if err != nil {
		if os.IsNotExist(err) {
			c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found", req.Name)})
		} else {
			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		}
		return
	}

	c.JSON(http.StatusOK, resp)
}

func GetModelInfo(name string) (*api.ShowResponse, error) {
	model, err := GetModel(name)
	if err != nil {
		return nil, err
	}

	resp := &api.ShowResponse{
		License:  strings.Join(model.License, "\n"),
		System:   model.System,
		Template: model.Template,
	}

	mf, err := ShowModelfile(model)
	if err != nil {
		return nil, err
	}

	resp.Modelfile = mf

	var params []string
	cs := 30
	for k, v := range model.Options {
		switch val := v.(type) {
		case string:
			params = append(params, fmt.Sprintf("%-*s %s", cs, k, val))
		case int:
			params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.Itoa(val)))
		case float64:
			params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.FormatFloat(val, 'f', 0, 64)))
		case bool:
			params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.FormatBool(val)))
		case []interface{}:
			for _, nv := range val {
				switch nval := nv.(type) {
				case string:
					params = append(params, fmt.Sprintf("%-*s %s", cs, k, nval))
				case int:
					params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.Itoa(nval)))
				case float64:
					params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.FormatFloat(nval, 'f', 0, 64)))
				case bool:
					params = append(params, fmt.Sprintf("%-*s %s", cs, k, strconv.FormatBool(nval)))
				}
			}
		}
	}
	resp.Parameters = strings.Join(params, "\n")

	return resp, nil
}

func ListModelsHandler(c *gin.Context) {
	var models []api.ModelResponse
	fp, err := GetManifestPath()
	if err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	walkFunc := func(path string, info os.FileInfo, _ error) error {
		if !info.IsDir() {
			dir, file := filepath.Split(path)
			dir = strings.Trim(strings.TrimPrefix(dir, fp), string(os.PathSeparator))
			tag := strings.Join([]string{dir, file}, ":")

			mp := ParseModelPath(tag)
			manifest, digest, err := GetManifest(mp)
			if err != nil {
				log.Printf("skipping file: %s", fp)
				return nil
			}

			models = append(models, api.ModelResponse{
				Name:       mp.GetShortTagname(),
				Size:       manifest.GetTotalSize(),
				Digest:     digest,
				ModifiedAt: info.ModTime(),
			})
		}

		return nil
	}

	if err := filepath.Walk(fp, walkFunc); err != nil {
		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		return
	}

	c.JSON(http.StatusOK, api.ListResponse{Models: models})
}

func CopyModelHandler(c *gin.Context) {
	var req api.CopyRequest
	if err := c.ShouldBindJSON(&req); err != nil {
		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
		return
	}

	if err := CopyModel(req.Source, req.Destination); err != nil {
		if os.IsNotExist(err) {
			c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found", req.Source)})
		} else {
			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
		}
		return
	}
}

var defaultAllowOrigins = []string{
	"localhost",
	"127.0.0.1",
	"0.0.0.0",
}

func Serve(ln net.Listener, allowOrigins []string) error {
	config := cors.DefaultConfig()
	config.AllowWildcard = true

	config.AllowOrigins = allowOrigins
	for _, allowOrigin := range defaultAllowOrigins {
		config.AllowOrigins = append(config.AllowOrigins,
			fmt.Sprintf("http://%s", allowOrigin),
			fmt.Sprintf("https://%s", allowOrigin),
			fmt.Sprintf("http://%s:*", allowOrigin),
			fmt.Sprintf("https://%s:*", allowOrigin),
		)
	}

	workDir, err := os.MkdirTemp("", "ollama")
	if err != nil {
		return err
	}
	defer os.RemoveAll(workDir)

	r := gin.Default()
	r.Use(
		cors.New(config),
		func(c *gin.Context) {
			c.Set("workDir", workDir)
			c.Next()
		},
	)

	r.POST("/api/pull", PullModelHandler)
	r.POST("/api/generate", GenerateHandler)
	r.POST("/api/embeddings", EmbeddingHandler)
	r.POST("/api/create", CreateModelHandler)
	r.POST("/api/push", PushModelHandler)
	r.POST("/api/copy", CopyModelHandler)
	r.DELETE("/api/delete", DeleteModelHandler)
	r.POST("/api/show", ShowModelHandler)

	for _, method := range []string{http.MethodGet, http.MethodHead} {
		r.Handle(method, "/", func(c *gin.Context) {
			c.String(http.StatusOK, "Ollama is running")
		})

		r.Handle(method, "/api/tags", ListModelsHandler)
	}

	log.Printf("Listening on %s", ln.Addr())
	s := &http.Server{
		Handler: r,
	}

	// listen for a ctrl+c and stop any loaded llm
	signals := make(chan os.Signal, 1)
	signal.Notify(signals, syscall.SIGINT, syscall.SIGTERM)
	go func() {
		<-signals
		if loaded.llm != nil {
			loaded.llm.Close()
		}
		os.RemoveAll(workDir)
		os.Exit(0)
	}()

	if runtime.GOOS == "linux" {
		// check compatibility to log warnings
		if _, err := llm.CheckVRAM(); err != nil {
			log.Printf("Warning: GPU support may not enabled, check you have installed install GPU drivers: %v", err)
		}
	}

	return s.Serve(ln)
}

func streamResponse(c *gin.Context, ch chan any) {
	c.Header("Content-Type", "application/x-ndjson")
	c.Stream(func(w io.Writer) bool {
		val, ok := <-ch
		if !ok {
			return false
		}

		bts, err := json.Marshal(val)
		if err != nil {
			log.Printf("streamResponse: json.Marshal failed with %s", err)
			return false
		}

		// Delineate chunks with new-line delimiter
		bts = append(bts, '\n')
		if _, err := w.Write(bts); err != nil {
			log.Printf("streamResponse: w.Write failed with %s", err)
			return false
		}

		return true
	})
}