Revert "chat api (#991)" while context variable is fixed

This reverts commit 7a0899d62d.
This commit is contained in:
Jeffrey Morgan
2023-12-04 21:16:27 -08:00
parent f1ef3f9947
commit 00d06619a1
8 changed files with 144 additions and 559 deletions

View File

@@ -60,26 +60,17 @@ var loaded struct {
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(c *gin.Context, modelName string, reqOpts map[string]interface{}, sessionDuration time.Duration) (*Model, error) {
model, err := GetModel(modelName)
if err != nil {
return nil, err
}
workDir := c.GetString("workDir")
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 nil, err
return err
}
if err := opts.FromMap(reqOpts); err != nil {
return nil, err
return err
}
ctx := c.Request.Context()
// check if the loaded model is still running in a subprocess, in case something unexpected happened
if loaded.runner != nil {
if err := loaded.runner.Ping(ctx); err != nil {
@@ -115,7 +106,7 @@ func load(c *gin.Context, modelName string, reqOpts map[string]interface{}, sess
err = fmt.Errorf("%v: this model may be incompatible with your version of Ollama. If you previously pulled this model, try updating it by running `ollama pull %s`", err, model.ShortName)
}
return nil, err
return err
}
loaded.Model = model
@@ -149,7 +140,7 @@ func load(c *gin.Context, modelName string, reqOpts map[string]interface{}, sess
}
loaded.expireTimer.Reset(sessionDuration)
return model, nil
return nil
}
func GenerateHandler(c *gin.Context) {
@@ -182,262 +173,88 @@ func GenerateHandler(c *gin.Context) {
return
}
sessionDuration := defaultSessionDuration
model, err := load(c, req.Model, req.Options, sessionDuration)
model, err := GetModel(req.Model)
if err != nil {
var pErr *fs.PathError
switch {
case errors.As(err, &pErr):
if errors.As(err, &pErr) {
c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found, try pulling it first", req.Model)})
case errors.Is(err, api.ErrInvalidOpts):
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
default:
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
}
return
}
// an empty request loads the model
if req.Prompt == "" && req.Template == "" && req.System == "" {
c.JSON(http.StatusOK, api.GenerateResponse{CreatedAt: time.Now().UTC(), Model: req.Model, Done: true})
return
}
checkpointLoaded := time.Now()
var prompt string
sendContext := false
switch {
case req.Raw:
prompt = req.Prompt
case req.Prompt != "":
if req.Template != "" {
// override the default model template
model.Template = req.Template
}
var rebuild strings.Builder
if req.Context != nil {
// TODO: context is deprecated, at some point the context logic within this conditional should be removed
prevCtx, err := loaded.runner.Decode(c.Request.Context(), req.Context)
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
// Remove leading spaces from prevCtx if present
prevCtx = strings.TrimPrefix(prevCtx, " ")
rebuild.WriteString(prevCtx)
}
p, err := model.Prompt(PromptVars{
System: req.System,
Prompt: req.Prompt,
})
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
rebuild.WriteString(p)
prompt = rebuild.String()
sendContext = true
}
ch := make(chan any)
var generated strings.Builder
go func() {
defer close(ch)
fn := func(r llm.PredictResponse) {
// Update model expiration
loaded.expireAt = time.Now().Add(sessionDuration)
loaded.expireTimer.Reset(sessionDuration)
// Build up the full response
if _, err := generated.WriteString(r.Content); err != nil {
ch <- gin.H{"error": err.Error()}
return
}
resp := api.GenerateResponse{
Model: r.Model,
CreatedAt: r.CreatedAt,
Done: r.Done,
Response: r.Content,
EvalMetrics: api.EvalMetrics{
TotalDuration: r.TotalDuration,
LoadDuration: r.LoadDuration,
PromptEvalCount: r.PromptEvalCount,
PromptEvalDuration: r.PromptEvalDuration,
EvalCount: r.EvalCount,
EvalDuration: r.EvalDuration,
},
}
if r.Done && sendContext {
embd, err := loaded.runner.Encode(c.Request.Context(), req.Prompt+generated.String())
if err != nil {
ch <- gin.H{"error": err.Error()}
return
}
r.Context = embd
}
ch <- resp
}
// Start prediction
predictReq := llm.PredictRequest{
Model: model.Name,
Prompt: prompt,
Format: req.Format,
CheckpointStart: checkpointStart,
CheckpointLoaded: checkpointLoaded,
}
if err := loaded.runner.Predict(c.Request.Context(), predictReq, fn); err != nil {
ch <- gin.H{"error": err.Error()}
}
}()
if req.Stream != nil && !*req.Stream {
// Wait for the channel to close
var r api.GenerateResponse
var sb strings.Builder
for resp := range ch {
var ok bool
if r, ok = resp.(api.GenerateResponse); !ok {
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
sb.WriteString(r.Response)
}
r.Response = sb.String()
c.JSON(http.StatusOK, r)
return
}
streamResponse(c, ch)
}
func ChatHandler(c *gin.Context) {
loaded.mu.Lock()
defer loaded.mu.Unlock()
checkpointStart := time.Now()
var req api.ChatRequest
err := c.ShouldBindJSON(&req)
switch {
case errors.Is(err, io.EOF):
c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": "missing request body"})
return
case err != nil:
c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": err.Error()})
return
}
// validate the request
switch {
case req.Model == "":
c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": "model is required"})
return
case len(req.Format) > 0 && req.Format != "json":
c.AbortWithStatusJSON(http.StatusBadRequest, gin.H{"error": "format must be json"})
return
}
sessionDuration := defaultSessionDuration
model, err := load(c, req.Model, req.Options, sessionDuration)
if err != nil {
var pErr *fs.PathError
switch {
case errors.As(err, &pErr):
c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found, try pulling it first", req.Model)})
case errors.Is(err, api.ErrInvalidOpts):
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
default:
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
}
return
}
// an empty request loads the model
if len(req.Messages) == 0 {
c.JSON(http.StatusOK, api.ChatResponse{CreatedAt: time.Now().UTC(), Model: req.Model, Done: true})
return
}
checkpointLoaded := time.Now()
if req.Template != "" {
// override the default model template
model.Template = req.Template
}
prompt, err := model.ChatPrompt(req.Messages)
if err != nil {
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
return
}
ch := make(chan any)
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 {
if errors.Is(err, api.ErrInvalidOpts) {
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
return
}
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
checkpointLoaded := time.Now()
prompt := req.Prompt
if !req.Raw {
prompt, err = model.Prompt(req)
if err != nil {
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
}
ch := make(chan any)
go func() {
defer close(ch)
// an empty request loads the model
if req.Prompt == "" && req.Template == "" && req.System == "" {
ch <- api.GenerateResponse{CreatedAt: time.Now().UTC(), Model: req.Model, Done: true}
return
}
fn := func(r llm.PredictResponse) {
// Update model expiration
fn := func(r api.GenerateResponse) {
loaded.expireAt = time.Now().Add(sessionDuration)
loaded.expireTimer.Reset(sessionDuration)
resp := api.ChatResponse{
Model: r.Model,
CreatedAt: r.CreatedAt,
Done: r.Done,
EvalMetrics: api.EvalMetrics{
TotalDuration: r.TotalDuration,
LoadDuration: r.LoadDuration,
PromptEvalCount: r.PromptEvalCount,
PromptEvalDuration: r.PromptEvalDuration,
EvalCount: r.EvalCount,
EvalDuration: r.EvalDuration,
},
r.Model = req.Model
r.CreatedAt = time.Now().UTC()
if r.Done {
r.TotalDuration = time.Since(checkpointStart)
r.LoadDuration = checkpointLoaded.Sub(checkpointStart)
}
if !r.Done {
resp.Message = &api.Message{Role: "assistant", Content: r.Content}
if req.Raw {
// in raw mode the client must manage history on their own
r.Context = nil
}
ch <- resp
ch <- r
}
// Start prediction
predictReq := llm.PredictRequest{
Model: model.Name,
Prompt: prompt,
Format: req.Format,
CheckpointStart: checkpointStart,
CheckpointLoaded: checkpointLoaded,
}
if err := loaded.runner.Predict(c.Request.Context(), predictReq, fn); err != nil {
if err := loaded.runner.Predict(c.Request.Context(), req.Context, prompt, req.Format, fn); err != nil {
ch <- gin.H{"error": err.Error()}
}
}()
if req.Stream != nil && !*req.Stream {
// Wait for the channel to close
var r api.ChatResponse
var sb strings.Builder
var response api.GenerateResponse
generated := ""
for resp := range ch {
var ok bool
if r, ok = resp.(api.ChatResponse); !ok {
if r, ok := resp.(api.GenerateResponse); ok {
generated += r.Response
response = r
} else {
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
return
}
if r.Message != nil {
sb.WriteString(r.Message.Content)
}
}
r.Message = &api.Message{Role: "assistant", Content: sb.String()}
c.JSON(http.StatusOK, r)
response.Response = generated
c.JSON(http.StatusOK, response)
return
}
@@ -464,18 +281,15 @@ func EmbeddingHandler(c *gin.Context) {
return
}
sessionDuration := defaultSessionDuration
_, err = load(c, req.Model, req.Options, sessionDuration)
model, err := GetModel(req.Model)
if err != nil {
var pErr *fs.PathError
switch {
case errors.As(err, &pErr):
c.JSON(http.StatusNotFound, gin.H{"error": fmt.Sprintf("model '%s' not found, try pulling it first", req.Model)})
case errors.Is(err, api.ErrInvalidOpts):
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
default:
c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
}
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
}
@@ -953,7 +767,6 @@ func Serve(ln net.Listener, allowOrigins []string) error {
r.POST("/api/pull", PullModelHandler)
r.POST("/api/generate", GenerateHandler)
r.POST("/api/chat", ChatHandler)
r.POST("/api/embeddings", EmbeddingHandler)
r.POST("/api/create", CreateModelHandler)
r.POST("/api/push", PushModelHandler)