2023-11-04 12:20:13 -06:00
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package cli
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import (
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"fmt"
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"slices"
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"strings"
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"time"
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2023-11-04 16:56:22 -06:00
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2023-11-04 12:20:13 -06:00
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"github.com/spf13/cobra"
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)
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2023-11-05 11:19:30 -07:00
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// TODO: allow setting with flag
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const MAX_TOKENS = 256
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var rootCmd = &cobra.Command{
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Use: "lmcli",
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2023-11-04 12:20:13 -06:00
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Short: "Interact with Large Language Models",
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Long: `lmcli is a CLI tool to interact with Large Language Models.`,
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Run: func(cmd *cobra.Command, args []string) {
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// execute `lm ls` by default
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},
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}
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var lsCmd = &cobra.Command{
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Use: "ls",
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Short: "List existing conversations",
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Long: `List all existing conversations in descending order of recent activity.`,
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Run: func(cmd *cobra.Command, args []string) {
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conversations, err := store.Conversations()
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if err != nil {
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fmt.Println("Could not fetch conversations.")
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return
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}
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2023-11-12 00:19:45 -07:00
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// Example output
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// $ lmcli ls
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// last hour:
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// 98sg - 12 minutes ago - Project discussion
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// last day:
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// tj3l - 10 hours ago - Deep learning concepts
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// last week:
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// bwfm - 2 days ago - Machine learning study
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// 8n3h - 3 days ago - Weekend plans
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// f3n7 - 6 days ago - CLI development
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// last month:
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// 5hn2 - 8 days ago - Book club discussion
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// b7ze - 20 days ago - Gardening tips and tricks
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// last 6 months:
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// 3jn2 - 30 days ago - Web development best practices
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// 43jk - 2 months ago - Longboard maintenance
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// g8d9 - 3 months ago - History book club
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// 4lk3 - 4 months ago - Local events and meetups
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// 43jn - 6 months ago - Mobile photography techniques
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type ConversationLine struct {
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timeSinceReply time.Duration
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formatted string
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}
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now := time.Now()
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categories := []string{
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"recent",
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"last hour",
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"last 6 hours",
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"last day",
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"last week",
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"last month",
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"last 6 months",
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"older",
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}
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categorized := map[string][]ConversationLine{}
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for _, conversation := range conversations {
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lastMessage, err := store.LastMessage(&conversation)
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if lastMessage == nil || err != nil {
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continue
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}
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messageAge := now.Sub(lastMessage.CreatedAt)
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var category string
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switch {
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case messageAge <= 10*time.Minute:
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category = "recent"
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case messageAge <= time.Hour:
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category = "last hour"
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case messageAge <= 6*time.Hour:
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category = "last 6 hours"
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case messageAge <= 24*time.Hour:
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category = "last day"
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case messageAge <= 7*24*time.Hour:
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category = "last week"
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case messageAge <= 30*24*time.Hour:
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category = "last month"
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case messageAge <= 6*30*24*time.Hour: // Approximate as 6 months
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category = "last 6 months"
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default:
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category = "older"
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}
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formatted := fmt.Sprintf(
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"%s - %s - %s",
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conversation.ShortName.String,
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humanTimeElapsedSince(messageAge),
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conversation.Title,
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)
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categorized[category] = append(
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categorized[category],
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ConversationLine{messageAge, formatted},
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)
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}
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for _, category := range categories {
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conversations, ok := categorized[category]
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if !ok {
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continue
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}
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slices.SortFunc(conversations, func(a, b ConversationLine) int {
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return int(a.timeSinceReply - b.timeSinceReply)
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})
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fmt.Printf("%s:\n", category)
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for _, conv := range conversations {
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fmt.Printf(" %s\n", conv.formatted)
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}
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}
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},
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}
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2023-11-12 23:56:05 -07:00
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var rmCmd = &cobra.Command{
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Use: "rm [conversation]",
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Short: "Remove a conversation",
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Long: `Removes a conversation by its short name.`,
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Args: func(cmd *cobra.Command, args []string) error {
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argCount := 1
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if err := cobra.MinimumNArgs(argCount)(cmd, args); err != nil {
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return err
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}
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return nil
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},
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Run: func(cmd *cobra.Command, args []string) {
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shortName := args[0]
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conversation, err := store.ConversationByShortName(shortName)
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if err != nil {
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Fatal("Could not search for conversation: %v\n", err)
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}
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if conversation.ID == 0 {
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Fatal("Conversation not found with short name: %s\n", shortName)
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}
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err = store.DeleteConversation(conversation)
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if err != nil {
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Fatal("Could not delete conversation: %v\n", err)
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}
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},
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ValidArgsFunction: func(cmd *cobra.Command, args []string, toComplete string) ([]string, cobra.ShellCompDirective) {
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compMode := cobra.ShellCompDirectiveNoFileComp
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if len(args) != 0 {
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return nil, compMode
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}
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return store.ConversationShortNameCompletions(toComplete), compMode
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},
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}
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2023-11-13 19:10:37 -07:00
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var showCmd = &cobra.Command{
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Use: "show [conversation]",
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Short: "Show messages in a conversation",
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Long: `Finds a conversation by its short name and displays its contents.`,
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Args: func(cmd *cobra.Command, args []string) error {
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argCount := 1
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if err := cobra.MinimumNArgs(argCount)(cmd, args); err != nil {
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return err
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}
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return nil
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},
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Run: func(cmd *cobra.Command, args []string) {
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shortName := args[0]
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conversation, err := store.ConversationByShortName(shortName)
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if conversation.ID == 0 {
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Fatal("Conversation not found with short name: %s\n", shortName)
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}
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messages, err := store.Messages(conversation)
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if err != nil {
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Fatal("Could not retrieve messages for conversation: %s\n", conversation.Title)
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}
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l := len(messages)
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for i, message := range messages {
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message.RenderTTY(i < l-1)
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}
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fmt.Println()
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},
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ValidArgsFunction: func(cmd *cobra.Command, args []string, toComplete string) ([]string, cobra.ShellCompDirective) {
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compMode := cobra.ShellCompDirectiveNoFileComp
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if len(args) != 0 {
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return nil, compMode
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}
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return store.ConversationShortNameCompletions(toComplete), compMode
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},
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}
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2023-11-04 16:37:18 -06:00
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var replyCmd = &cobra.Command{
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Use: "reply",
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Short: "Send a reply to a conversation",
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Long: `Sends a reply to conversation and writes the response to stdout.`,
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2023-11-13 19:09:09 -07:00
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Args: func(cmd *cobra.Command, args []string) error {
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argCount := 1
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if err := cobra.MinimumNArgs(argCount)(cmd, args); err != nil {
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return err
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}
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return nil
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},
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Run: func(cmd *cobra.Command, args []string) {
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shortName := args[0]
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conversation, err := store.ConversationByShortName(shortName)
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if conversation.ID == 0 {
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Fatal("Conversation not found with short name: %s\n", shortName)
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}
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messages, err := store.Messages(conversation)
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if err != nil {
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Fatal("Could not retrieve messages for conversation: %s\n", conversation.Title)
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}
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messageContents, err := InputFromEditor("# How would you like to reply?\n", "reply.*.md")
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userReply := Message{
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ConversationID: conversation.ID,
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Role: "user",
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OriginalContent: messageContents,
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}
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err = store.SaveMessage(&userReply)
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if err != nil {
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Warn("Could not save your reply: %v\n", err)
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}
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messages = append(messages, userReply)
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for _, message := range messages {
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message.RenderTTY(true)
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}
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assistantReply := Message{
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ConversationID: conversation.ID,
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Role: "assistant",
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}
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assistantReply.RenderTTY(false)
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receiver := make(chan string)
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response := make(chan string)
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go func() {
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response <- HandleDelayedResponse(receiver)
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}()
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err = CreateChatCompletionStream(config.OpenAI.DefaultModel, messages, MAX_TOKENS, receiver)
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if err != nil {
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Fatal("%v\n", err)
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}
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assistantReply.OriginalContent = <-response
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err = store.SaveMessage(&assistantReply)
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if err != nil {
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Fatal("Could not save assistant reply: %v\n", err)
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}
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fmt.Println()
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},
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ValidArgsFunction: func(cmd *cobra.Command, args []string, toComplete string) ([]string, cobra.ShellCompDirective) {
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compMode := cobra.ShellCompDirectiveNoFileComp
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if len(args) != 0 {
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return nil, compMode
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}
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return store.ConversationShortNameCompletions(toComplete), compMode
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},
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}
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2023-11-04 12:20:13 -06:00
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var newCmd = &cobra.Command{
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Use: "new",
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Short: "Start a new conversation",
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Long: `Start a new conversation with the Large Language Model.`,
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Run: func(cmd *cobra.Command, args []string) {
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messageContents, err := InputFromEditor("# What would you like to say?\n", "message.*.md")
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if err != nil {
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Fatal("Failed to get input: %v\n", err)
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}
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if messageContents == "" {
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Fatal("No message was provided.\n")
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}
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2023-11-05 01:41:43 -06:00
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// TODO: set title if --title provided, otherwise defer for later(?)
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conversation := Conversation{}
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err = store.SaveConversation(&conversation)
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if err != nil {
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Fatal("Could not save new conversation: %v\n", err)
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}
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2023-11-05 01:54:12 -06:00
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const system = "You are a helpful assistant."
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messages := []Message{
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{
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ConversationID: conversation.ID,
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Role: "system",
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OriginalContent: system,
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},
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{
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ConversationID: conversation.ID,
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Role: "user",
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OriginalContent: messageContents,
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},
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}
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for _, message := range messages {
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err = store.SaveMessage(&message)
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if err != nil {
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Warn("Could not save %s message: %v\n", message.Role, err)
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}
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}
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2023-11-05 01:50:07 -07:00
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for _, message := range messages {
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message.RenderTTY(true)
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}
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reply := Message{
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ConversationID: conversation.ID,
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Role: "assistant",
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}
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reply.RenderTTY(false)
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receiver := make(chan string)
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response := make(chan string)
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go func() {
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response <- HandleDelayedResponse(receiver)
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}()
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2023-11-08 23:07:52 -07:00
|
|
|
err = CreateChatCompletionStream(config.OpenAI.DefaultModel, messages, MAX_TOKENS, receiver)
|
2023-11-04 12:20:13 -06:00
|
|
|
if err != nil {
|
2023-11-04 13:58:48 -06:00
|
|
|
Fatal("%v\n", err)
|
2023-11-05 01:41:43 -06:00
|
|
|
}
|
|
|
|
|
2023-11-05 01:50:07 -07:00
|
|
|
reply.OriginalContent = <-response
|
|
|
|
|
2023-11-05 01:41:43 -06:00
|
|
|
err = store.SaveMessage(&reply)
|
|
|
|
if err != nil {
|
|
|
|
Fatal("Could not save reply: %v\n", err)
|
2023-11-04 12:20:13 -06:00
|
|
|
}
|
|
|
|
|
|
|
|
fmt.Println()
|
2023-11-12 23:39:06 -07:00
|
|
|
|
|
|
|
err = conversation.GenerateTitle()
|
|
|
|
if err != nil {
|
|
|
|
Warn("Could not generate title for conversation: %v\n", err)
|
|
|
|
}
|
|
|
|
err = store.SaveConversation(&conversation)
|
|
|
|
if err != nil {
|
|
|
|
Warn("Could not save conversation after generating title: %v\n", err)
|
|
|
|
}
|
2023-11-04 12:20:13 -06:00
|
|
|
},
|
|
|
|
}
|
|
|
|
|
|
|
|
var promptCmd = &cobra.Command{
|
2023-11-04 16:56:22 -06:00
|
|
|
Use: "prompt",
|
2023-11-04 12:20:13 -06:00
|
|
|
Short: "Do a one-shot prompt",
|
2023-11-04 16:56:22 -06:00
|
|
|
Long: `Prompt the Large Language Model and get a response.`,
|
2023-11-04 12:20:13 -06:00
|
|
|
Run: func(cmd *cobra.Command, args []string) {
|
2023-11-04 16:53:09 -06:00
|
|
|
message := strings.Join(args, " ")
|
|
|
|
if len(strings.Trim(message, " \t\n")) == 0 {
|
|
|
|
Fatal("No message was provided.\n")
|
|
|
|
}
|
|
|
|
|
2023-11-05 01:54:12 -06:00
|
|
|
const system = "You are a helpful assistant."
|
2023-11-04 12:20:13 -06:00
|
|
|
messages := []Message{
|
2023-11-05 01:54:12 -06:00
|
|
|
{
|
|
|
|
Role: "system",
|
|
|
|
OriginalContent: system,
|
|
|
|
},
|
2023-11-04 12:20:13 -06:00
|
|
|
{
|
2023-11-04 16:56:22 -06:00
|
|
|
Role: "user",
|
2023-11-04 16:53:09 -06:00
|
|
|
OriginalContent: message,
|
2023-11-04 12:20:13 -06:00
|
|
|
},
|
|
|
|
}
|
|
|
|
|
2023-11-05 00:44:06 -06:00
|
|
|
receiver := make(chan string)
|
|
|
|
go HandleDelayedResponse(receiver)
|
2023-11-08 23:07:52 -07:00
|
|
|
err := CreateChatCompletionStream(config.OpenAI.DefaultModel, messages, MAX_TOKENS, receiver)
|
2023-11-04 12:20:13 -06:00
|
|
|
if err != nil {
|
2023-11-04 13:58:48 -06:00
|
|
|
Fatal("%v\n", err)
|
2023-11-04 12:20:13 -06:00
|
|
|
}
|
|
|
|
|
|
|
|
fmt.Println()
|
|
|
|
},
|
|
|
|
}
|
|
|
|
|
|
|
|
func NewRootCmd() *cobra.Command {
|
2023-11-05 00:55:38 -06:00
|
|
|
rootCmd.AddCommand(
|
2023-11-12 00:19:45 -07:00
|
|
|
lsCmd,
|
2023-11-05 00:55:38 -06:00
|
|
|
newCmd,
|
|
|
|
promptCmd,
|
2023-11-13 19:09:09 -07:00
|
|
|
replyCmd,
|
2023-11-12 23:56:05 -07:00
|
|
|
rmCmd,
|
2023-11-13 19:10:37 -07:00
|
|
|
showCmd,
|
2023-11-05 00:55:38 -06:00
|
|
|
)
|
2023-11-04 16:56:22 -06:00
|
|
|
return rootCmd
|
2023-11-04 12:20:13 -06:00
|
|
|
}
|