532 lines
15 KiB
Go
532 lines
15 KiB
Go
package cmd
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import (
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"context"
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"errors"
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"fmt"
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"io"
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"net/http"
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"os"
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"regexp"
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"strings"
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"github.com/spf13/cobra"
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"golang.org/x/exp/slices"
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"github.com/jmorganca/ollama/api"
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"github.com/jmorganca/ollama/readline"
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)
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type MultilineState int
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const (
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MultilineNone MultilineState = iota
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MultilinePrompt
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MultilineSystem
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MultilineTemplate
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)
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func modelIsMultiModal(cmd *cobra.Command, name string) bool {
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// get model details
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client, err := api.ClientFromEnvironment()
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if err != nil {
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fmt.Println("error: couldn't connect to ollama server")
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return false
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}
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req := api.ShowRequest{Name: name}
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resp, err := client.Show(cmd.Context(), &req)
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if err != nil {
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return false
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}
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return slices.Contains(resp.Details.Families, "clip")
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}
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func generateInteractive(cmd *cobra.Command, opts generateOptions) error {
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multiModal := modelIsMultiModal(cmd, opts.Model)
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// load the model
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loadOpts := generateOptions{
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Model: opts.Model,
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Prompt: "",
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Images: []ImageData{},
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}
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if err := generate(cmd, loadOpts); err != nil {
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return err
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}
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usage := func() {
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fmt.Fprintln(os.Stderr, "Available Commands:")
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fmt.Fprintln(os.Stderr, " /set Set session variables")
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fmt.Fprintln(os.Stderr, " /show Show model information")
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fmt.Fprintln(os.Stderr, " /bye Exit")
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fmt.Fprintln(os.Stderr, " /?, /help Help for a command")
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fmt.Fprintln(os.Stderr, " /? shortcuts Help for keyboard shortcuts")
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fmt.Fprintln(os.Stderr, "")
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fmt.Fprintln(os.Stderr, "Use \"\"\" to begin a multi-line message.")
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fmt.Fprintln(os.Stderr, "")
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}
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usageSet := func() {
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fmt.Fprintln(os.Stderr, "Available Commands:")
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fmt.Fprintln(os.Stderr, " /set parameter ... Set a parameter")
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fmt.Fprintln(os.Stderr, " /set system <string> Set system message")
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fmt.Fprintln(os.Stderr, " /set template <string> Set prompt template")
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fmt.Fprintln(os.Stderr, " /set history Enable history")
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fmt.Fprintln(os.Stderr, " /set nohistory Disable history")
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fmt.Fprintln(os.Stderr, " /set wordwrap Enable wordwrap")
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fmt.Fprintln(os.Stderr, " /set nowordwrap Disable wordwrap")
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fmt.Fprintln(os.Stderr, " /set format json Enable JSON mode")
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fmt.Fprintln(os.Stderr, " /set noformat Disable formatting")
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fmt.Fprintln(os.Stderr, " /set verbose Show LLM stats")
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fmt.Fprintln(os.Stderr, " /set quiet Disable LLM stats")
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fmt.Fprintln(os.Stderr, "")
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}
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usageShortcuts := func() {
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fmt.Fprintln(os.Stderr, "Available keyboard shortcuts:")
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fmt.Fprintln(os.Stderr, " Ctrl + a Move to the beginning of the line (Home)")
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fmt.Fprintln(os.Stderr, " Ctrl + e Move to the end of the line (End)")
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fmt.Fprintln(os.Stderr, " Alt + b Move back (left) one word")
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fmt.Fprintln(os.Stderr, " Alt + f Move forward (right) one word")
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fmt.Fprintln(os.Stderr, " Ctrl + k Delete the sentence after the cursor")
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fmt.Fprintln(os.Stderr, " Ctrl + u Delete the sentence before the cursor")
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fmt.Fprintln(os.Stderr, "")
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fmt.Fprintln(os.Stderr, " Ctrl + l Clear the screen")
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fmt.Fprintln(os.Stderr, " Ctrl + c Stop the model from responding")
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fmt.Fprintln(os.Stderr, " Ctrl + d Exit ollama (/bye)")
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fmt.Fprintln(os.Stderr, "")
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}
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usageShow := func() {
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fmt.Fprintln(os.Stderr, "Available Commands:")
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fmt.Fprintln(os.Stderr, " /show info Show details for this model")
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fmt.Fprintln(os.Stderr, " /show license Show model license")
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fmt.Fprintln(os.Stderr, " /show modelfile Show Modelfile for this model")
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fmt.Fprintln(os.Stderr, " /show parameters Show parameters for this model")
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fmt.Fprintln(os.Stderr, " /show system Show system message")
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fmt.Fprintln(os.Stderr, " /show template Show prompt template")
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fmt.Fprintln(os.Stderr, "")
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}
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// only list out the most common parameters
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usageParameters := func() {
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fmt.Fprintln(os.Stderr, "Available Parameters:")
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fmt.Fprintln(os.Stderr, " /set parameter seed <int> Random number seed")
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fmt.Fprintln(os.Stderr, " /set parameter num_predict <int> Max number of tokens to predict")
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fmt.Fprintln(os.Stderr, " /set parameter top_k <int> Pick from top k num of tokens")
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fmt.Fprintln(os.Stderr, " /set parameter top_p <float> Pick token based on sum of probabilities")
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fmt.Fprintln(os.Stderr, " /set parameter num_ctx <int> Set the context size")
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fmt.Fprintln(os.Stderr, " /set parameter temperature <float> Set creativity level")
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fmt.Fprintln(os.Stderr, " /set parameter repeat_penalty <float> How strongly to penalize repetitions")
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fmt.Fprintln(os.Stderr, " /set parameter repeat_last_n <int> Set how far back to look for repetitions")
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fmt.Fprintln(os.Stderr, " /set parameter num_gpu <int> The number of layers to send to the GPU")
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fmt.Fprintln(os.Stderr, " /set parameter stop \"<string>\", ... Set the stop parameters")
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fmt.Fprintln(os.Stderr, "")
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}
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scanner, err := readline.New(readline.Prompt{
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Prompt: ">>> ",
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AltPrompt: "... ",
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Placeholder: "Send a message (/? for help)",
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AltPlaceholder: `Use """ to end multi-line input`,
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})
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if err != nil {
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return err
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}
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fmt.Print(readline.StartBracketedPaste)
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defer fmt.Printf(readline.EndBracketedPaste)
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var multiline MultilineState
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var prompt string
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for {
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line, err := scanner.Readline()
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switch {
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case errors.Is(err, io.EOF):
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fmt.Println()
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return nil
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case errors.Is(err, readline.ErrInterrupt):
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if line == "" {
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fmt.Println("\nUse Ctrl + d or /bye to exit.")
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}
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scanner.Prompt.UseAlt = false
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prompt = ""
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continue
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case err != nil:
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return err
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}
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switch {
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case strings.HasPrefix(prompt, `"""`):
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// if the prompt so far starts with """ then we're in multiline mode
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// and we need to keep reading until we find a line that ends with """
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cut, found := strings.CutSuffix(line, `"""`)
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prompt += cut
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if !found {
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prompt += "\n"
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continue
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}
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prompt = strings.TrimPrefix(prompt, `"""`)
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scanner.Prompt.UseAlt = false
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switch multiline {
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case MultilineSystem:
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opts.System = prompt
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prompt = ""
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fmt.Println("Set system message.")
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case MultilineTemplate:
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opts.Template = prompt
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prompt = ""
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fmt.Println("Set prompt template.")
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}
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multiline = MultilineNone
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case strings.HasPrefix(line, `"""`) && len(prompt) == 0:
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scanner.Prompt.UseAlt = true
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multiline = MultilinePrompt
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prompt += line + "\n"
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continue
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case scanner.Pasting:
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prompt += line + "\n"
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continue
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case strings.HasPrefix(line, "/list"):
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args := strings.Fields(line)
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if err := ListHandler(cmd, args[1:]); err != nil {
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return err
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}
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case strings.HasPrefix(line, "/set"):
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args := strings.Fields(line)
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if len(args) > 1 {
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switch args[1] {
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case "history":
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scanner.HistoryEnable()
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case "nohistory":
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scanner.HistoryDisable()
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case "wordwrap":
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opts.WordWrap = true
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fmt.Println("Set 'wordwrap' mode.")
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case "nowordwrap":
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opts.WordWrap = false
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fmt.Println("Set 'nowordwrap' mode.")
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case "verbose":
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cmd.Flags().Set("verbose", "true")
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fmt.Println("Set 'verbose' mode.")
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case "quiet":
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cmd.Flags().Set("verbose", "false")
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fmt.Println("Set 'quiet' mode.")
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case "format":
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if len(args) < 3 || args[2] != "json" {
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fmt.Println("Invalid or missing format. For 'json' mode use '/set format json'")
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} else {
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opts.Format = args[2]
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fmt.Printf("Set format to '%s' mode.\n", args[2])
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}
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case "noformat":
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opts.Format = ""
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fmt.Println("Disabled format.")
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case "parameter":
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if len(args) < 4 {
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usageParameters()
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continue
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}
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var params []string
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for _, p := range args[3:] {
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params = append(params, p)
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}
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fp, err := api.FormatParams(map[string][]string{args[2]: params})
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if err != nil {
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fmt.Printf("Couldn't set parameter: %q\n\n", err)
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continue
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}
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fmt.Printf("Set parameter '%s' to '%s'\n\n", args[2], strings.Join(params, ", "))
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opts.Options[args[2]] = fp[args[2]]
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case "system", "template":
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if len(args) < 3 {
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usageSet()
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continue
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}
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line := strings.Join(args[2:], " ")
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line = strings.TrimPrefix(line, `"""`)
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if strings.HasPrefix(args[2], `"""`) {
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cut, found := strings.CutSuffix(line, `"""`)
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prompt += cut
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if found {
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if args[1] == "system" {
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opts.System = prompt
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fmt.Println("Set system message.")
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} else {
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opts.Template = prompt
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fmt.Println("Set prompt template.")
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}
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prompt = ""
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} else {
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prompt = `"""` + prompt + "\n"
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if args[1] == "system" {
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multiline = MultilineSystem
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} else {
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multiline = MultilineTemplate
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}
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scanner.Prompt.UseAlt = true
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}
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} else {
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opts.System = line
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fmt.Println("Set system message.")
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}
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default:
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fmt.Printf("Unknown command '/set %s'. Type /? for help\n", args[1])
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}
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} else {
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usageSet()
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}
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case strings.HasPrefix(line, "/show"):
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args := strings.Fields(line)
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if len(args) > 1 {
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client, err := api.ClientFromEnvironment()
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if err != nil {
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fmt.Println("error: couldn't connect to ollama server")
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return err
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}
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req := &api.ShowRequest{
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Name: opts.Model,
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System: opts.System,
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Template: opts.Template,
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Options: opts.Options,
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}
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resp, err := client.Show(cmd.Context(), req)
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if err != nil {
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fmt.Println("error: couldn't get model")
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return err
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}
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switch args[1] {
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case "info":
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fmt.Println("Model details:")
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if len(resp.Details.Families) > 0 {
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fmt.Printf("Family %s\n", strings.Join(resp.Details.Families, ", "))
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} else if resp.Details.Family != "" {
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fmt.Printf("Family %s\n", resp.Details.Family)
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}
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fmt.Printf("Parameter Size %s\n", resp.Details.ParameterSize)
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fmt.Printf("Quantization Level %s\n", resp.Details.QuantizationLevel)
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fmt.Println("")
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case "license":
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if resp.License == "" {
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fmt.Print("No license was specified for this model.\n\n")
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} else {
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fmt.Println(resp.License)
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}
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case "modelfile":
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fmt.Println(resp.Modelfile)
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case "parameters":
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if resp.Parameters == "" {
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fmt.Print("No parameters were specified for this model.\n\n")
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} else {
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if len(opts.Options) > 0 {
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fmt.Println("User defined parameters:")
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for k, v := range opts.Options {
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fmt.Printf("%-*s %v\n", 30, k, v)
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}
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fmt.Println()
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}
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fmt.Println("Model defined parameters:")
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fmt.Println(resp.Parameters)
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}
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case "system":
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switch {
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case opts.System != "":
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fmt.Println(opts.System + "\n")
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case resp.System != "":
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fmt.Println(resp.System + "\n")
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default:
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fmt.Print("No system message was specified for this model.\n\n")
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}
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case "template":
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switch {
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case opts.Template != "":
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fmt.Println(opts.Template + "\n")
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case resp.Template != "":
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fmt.Println(resp.Template)
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default:
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fmt.Print("No prompt template was specified for this model.\n\n")
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}
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default:
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fmt.Printf("Unknown command '/show %s'. Type /? for help\n", args[1])
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}
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} else {
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usageShow()
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}
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case strings.HasPrefix(line, "/help"), strings.HasPrefix(line, "/?"):
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args := strings.Fields(line)
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if len(args) > 1 {
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switch args[1] {
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case "set", "/set":
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usageSet()
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case "show", "/show":
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usageShow()
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case "shortcut", "shortcuts":
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usageShortcuts()
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}
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} else {
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usage()
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}
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case line == "/exit", line == "/bye":
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return nil
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case strings.HasPrefix(line, "/"):
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args := strings.Fields(line)
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isFile := false
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if multiModal {
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for _, f := range extractFileNames(line) {
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if strings.HasPrefix(f, args[0]) {
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isFile = true
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break
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}
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}
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}
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if isFile {
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prompt += line
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} else {
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fmt.Printf("Unknown command '%s'. Type /? for help\n", args[0])
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continue
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}
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default:
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prompt += line
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}
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if len(prompt) > 0 && multiline == MultilineNone {
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opts.Prompt = prompt
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if multiModal {
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newPrompt, images, err := extractFileData(prompt)
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if err != nil {
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return err
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}
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opts.Prompt = newPrompt
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// reset the context if we find another image
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if len(images) > 0 {
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opts.Images = images
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ctx := cmd.Context()
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ctx = context.WithValue(ctx, generateContextKey("context"), []int{})
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cmd.SetContext(ctx)
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}
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if len(opts.Images) == 0 {
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fmt.Println("This model requires you to add a jpeg, png, or svg image.")
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fmt.Println()
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prompt = ""
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continue
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}
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}
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if err := generate(cmd, opts); err != nil {
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return err
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}
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prompt = ""
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}
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}
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}
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func normalizeFilePath(fp string) string {
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// Define a map of escaped characters and their replacements
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replacements := map[string]string{
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"\\ ": " ", // Escaped space
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"\\(": "(", // Escaped left parenthesis
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"\\)": ")", // Escaped right parenthesis
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"\\[": "[", // Escaped left square bracket
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"\\]": "]", // Escaped right square bracket
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"\\{": "{", // Escaped left curly brace
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"\\}": "}", // Escaped right curly brace
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"\\$": "$", // Escaped dollar sign
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"\\&": "&", // Escaped ampersand
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"\\;": ";", // Escaped semicolon
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"\\'": "'", // Escaped single quote
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"\\\\": "\\", // Escaped backslash
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"\\*": "*", // Escaped asterisk
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"\\?": "?", // Escaped question mark
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}
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for escaped, actual := range replacements {
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fp = strings.ReplaceAll(fp, escaped, actual)
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}
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return fp
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}
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func extractFileNames(input string) []string {
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// Regex to match file paths starting with / or ./ and include escaped spaces (\ or %20)
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// and followed by more characters and a file extension
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regexPattern := `(?:\./|/)[\S\\ ]+?\.(?i:jpg|jpeg|png|svg)\b`
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re := regexp.MustCompile(regexPattern)
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return re.FindAllString(input, -1)
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}
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func extractFileData(input string) (string, []ImageData, error) {
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filePaths := extractFileNames(input)
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var imgs []ImageData
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for _, fp := range filePaths {
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nfp := normalizeFilePath(fp)
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data, err := getImageData(nfp)
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if err != nil {
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if os.IsNotExist(err) {
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continue
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}
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fmt.Printf("Couldn't process image: %q\n", err)
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return "", imgs, err
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}
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fmt.Printf("Added image '%s'\n", nfp)
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input = strings.ReplaceAll(input, fp, "")
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imgs = append(imgs, data)
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}
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return input, imgs, nil
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}
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func getImageData(filePath string) ([]byte, error) {
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file, err := os.Open(filePath)
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if err != nil {
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return nil, err
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}
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defer file.Close()
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buf := make([]byte, 512)
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_, err = file.Read(buf)
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if err != nil {
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return nil, err
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}
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contentType := http.DetectContentType(buf)
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allowedTypes := []string{"image/jpeg", "image/jpg", "image/svg+xml", "image/png"}
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if !slices.Contains(allowedTypes, contentType) {
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return nil, fmt.Errorf("invalid image type: %s", contentType)
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}
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info, err := file.Stat()
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if err != nil {
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return nil, err
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}
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// Check if the file size exceeds 100MB
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var maxSize int64 = 100 * 1024 * 1024 // 100MB in bytes
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if info.Size() > maxSize {
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return nil, fmt.Errorf("file size exceeds maximum limit (100MB)")
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}
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buf = make([]byte, info.Size())
|
|
_, err = file.Seek(0, 0)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
_, err = io.ReadFull(file, buf)
|
|
if err != nil {
|
|
return nil, err
|
|
}
|
|
|
|
return buf, nil
|
|
}
|