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5488fc3bc1
endpoint to access the tokenizer Signed-off-by: shraddhazpy <shraddha@shraddhafive.in> Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com> Co-authored-by: Dave <dave@gray101.com>
59 lines
1.6 KiB
Go
59 lines
1.6 KiB
Go
package localai
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import (
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"github.com/gofiber/fiber/v2"
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"github.com/mudler/LocalAI/core/backend"
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"github.com/mudler/LocalAI/core/config"
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fiberContext "github.com/mudler/LocalAI/core/http/ctx"
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"github.com/mudler/LocalAI/core/schema"
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"github.com/mudler/LocalAI/pkg/model"
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"github.com/rs/zerolog/log"
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)
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// TokenizeEndpoint exposes a REST API to tokenize the content
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// @Summary Tokenize the input.
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// @Success 200 {object} schema.TokenizeResponse "Response"
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// @Router /v1/tokenize [post]
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func TokenizeEndpoint(cl *config.BackendConfigLoader, ml *model.ModelLoader, appConfig *config.ApplicationConfig) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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input := new(schema.TokenizeRequest)
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// Get input data from the request body
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if err := c.BodyParser(input); err != nil {
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return err
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}
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modelFile, err := fiberContext.ModelFromContext(c, cl, ml, input.Model, false)
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if err != nil {
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modelFile = input.Model
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log.Warn().Msgf("Model not found in context: %s", input.Model)
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}
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cfg, err := cl.LoadBackendConfigFileByName(modelFile, appConfig.ModelPath,
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config.LoadOptionDebug(appConfig.Debug),
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config.LoadOptionThreads(appConfig.Threads),
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config.LoadOptionContextSize(appConfig.ContextSize),
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config.LoadOptionF16(appConfig.F16),
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)
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if err != nil {
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log.Err(err)
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modelFile = input.Model
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log.Warn().Msgf("Model not found in context: %s", input.Model)
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} else {
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modelFile = cfg.Model
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}
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log.Debug().Msgf("Request for model: %s", modelFile)
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tokenResponse, err := backend.ModelTokenize(input.Content, ml, *cfg, appConfig)
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if err != nil {
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return err
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}
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c.JSON(tokenResponse)
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return nil
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}
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}
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