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package main
import (
"context"
"encoding/json"
"errors"
"fmt"
"io"
"net/url"
"os"
"path/filepath"
"regexp"
"sort"
"strings"
"github.com/charmbracelet/glamour"
"github.com/fatih/color"
"github.com/sammcj/ingest/config"
"github.com/sammcj/ingest/filesystem"
"github.com/sammcj/ingest/git"
"github.com/sammcj/ingest/internal/compressor" // Added compressor import
"github.com/sammcj/ingest/template"
"github.com/sammcj/ingest/token"
"github.com/sammcj/ingest/utils"
"github.com/sammcj/ingest/web"
"github.com/sammcj/quantest"
openai "github.com/sashabaranov/go-openai"
"github.com/spf13/cobra"
)
var (
includePriority bool
excludeFromTree bool
tokens bool
encoding string
output string
diff bool
gitDiffBranch string
gitLogBranch string
lineNumber bool
noCodeblock bool
relativePaths bool
noClipboard bool
templatePath string
jsonOutput bool
patternExclude string
printDefaultExcludes bool
printDefaultTemplate bool
promptPrefix string
promptSuffix string
report bool
vramFlag bool
modelIDFlag string
quantFlag string
contextFlag int
kvCacheFlag string
memoryFlag float64
fitsFlag float64
quantTypeFlag string
verbose bool
noDefaultExcludes bool
followSymlinks bool
Version string // This will be set by the linker at build time
rootCmd *cobra.Command
webCrawl bool
webMaxDepth int
webAllowedDomains []string
webTimeout int
webConcurrentJobs int
compressFlag bool // Added compress flag
anthropicFlag bool
noCorrectionFlag bool
)
type GitData struct {
Path string
GitDiff string
GitDiffBranch string
GitLogBranch string
}
func init() {
rootCmd = &cobra.Command{
Use: "ingest [flags] [path ...]",
Short: "Generate a markdown LLM prompt from files and directories",
Long: `ingest is a command-line tool to generate an LLM prompt from files and directories.`,
RunE: run,
Args: cobra.ArbitraryArgs,
}
// Define flags
rootCmd.Flags().Bool("llm", false, "Send output to any OpenAI compatible API for inference")
rootCmd.Flags().BoolP("version", "V", false, "Print the version number")
rootCmd.Flags().BoolVar(&excludeFromTree, "exclude-from-tree", false, "Exclude files/folders from the source tree based on exclude patterns")
rootCmd.Flags().BoolVar(&includePriority, "include-priority", false, "Include files in case of conflict between include and exclude patterns")
rootCmd.Flags().BoolVar(&jsonOutput, "json", false, "Print output as JSON")
rootCmd.Flags().BoolVar(&noCodeblock, "no-codeblock", false, "Disable wrapping code inside markdown code blocks")
rootCmd.Flags().BoolVar(&printDefaultExcludes, "print-default-excludes", false, "Print the default exclude patterns")
rootCmd.Flags().BoolVar(&printDefaultTemplate, "print-default-template", false, "Print the default template")
rootCmd.Flags().BoolVar(&relativePaths, "relative-paths", false, "Use relative paths instead of absolute paths, including the parent directory")
rootCmd.Flags().BoolVar(&report, "report", true, "Report the top 10 largest files included in the output")
rootCmd.Flags().BoolVar(&tokens, "tokens", true, "Display the token count of the generated prompt")
rootCmd.Flags().BoolVarP(&diff, "diff", "d", false, "Include git diff")
rootCmd.Flags().BoolVarP(&lineNumber, "line-number", "l", false, "Add line numbers to the source code")
rootCmd.Flags().BoolVarP(&noClipboard, "no-clipboard", "n", false, "Disable copying to clipboard")
rootCmd.Flags().BoolVarP(&verbose, "verbose", "v", false, "Enable verbose output")
rootCmd.Flags().StringSliceP("exclude", "e", nil, "Patterns to exclude")
rootCmd.Flags().StringSliceP("include", "i", nil, "Patterns to include")
rootCmd.Flags().StringVar(&gitDiffBranch, "git-diff-branch", "", "Generate git diff between two branches")
rootCmd.Flags().StringVar(&gitLogBranch, "git-log-branch", "", "Retrieve git log between two branches")
rootCmd.Flags().StringVar(&patternExclude, "pattern-exclude", "", "Path to a specific .glob file for exclude patterns")
rootCmd.Flags().StringVarP(&encoding, "encoding", "c", "o200k", "Tokeniser to use for token count (o200k, cl100k, p50k, r50k)")
rootCmd.Flags().StringVarP(&output, "output", "o", "", "Optional output file path")
rootCmd.Flags().StringArrayP("prompt", "p", nil, "Prompt suffix to append to the generated content")
rootCmd.Flags().StringVarP(&templatePath, "template", "t", "", "Optional Path to a custom Handlebars template")
rootCmd.Flags().BoolP("save", "s", false, "Automatically save the generated markdown to ~/ingest/<dirname>.md")
rootCmd.Flags().Bool("config", false, "Open the config file in the default editor")
rootCmd.Flags().BoolVar(&noDefaultExcludes, "no-default-excludes", false, "Disable default exclude patterns")
rootCmd.Flags().BoolVar(&followSymlinks, "follow-symlinks", false, "Follow symlinked files and directories")
rootCmd.Flags().BoolVar(&compressFlag, "compress", false, "Enable code compression using Tree-sitter") // Added compress flag
rootCmd.Flags().BoolVarP(&anthropicFlag, "anthropic", "a", false, "Use Anthropic API for token counting (requires ANTHROPIC_API_KEY, ANTHROPIC_TOKEN, or ANTHROPIC_TOKEN_COUNT_KEY)")
rootCmd.Flags().BoolVar(&noCorrectionFlag, "no-correction", false, "Disable offline tokeniser correction factor (use raw token count)")
// Web Crawler flags
rootCmd.Flags().BoolVar(&webCrawl, "web", false, "Enable web crawling mode")
rootCmd.Flags().IntVar(&webMaxDepth, "web-depth", 1, "Maximum crawling depth for web pages")
rootCmd.Flags().StringSliceVar(&webAllowedDomains, "web-domains", nil, "Allowed domains for web crawling")
rootCmd.Flags().IntVar(&webTimeout, "web-timeout", 120, "Timeout in seconds for web requests")
rootCmd.Flags().IntVar(&webConcurrentJobs, "web-concurrent", 6, "Number of concurrent crawling jobs")
// VRAM estimation flags
rootCmd.Flags().BoolVar(&vramFlag, "vram", false, "Estimate vRAM usage")
rootCmd.Flags().StringVarP(&modelIDFlag, "model", "m", "", "vRAM Estimation - Model ID")
rootCmd.Flags().StringVarP(&quantFlag, "quant", "q", "", "vRAM Estimation - Quantization type (e.g., q4_k_m) or bits per weight (e.g., 5.0)")
rootCmd.Flags().IntVar(&contextFlag, "context", 0, "vRAM Estimation - Context length for vRAM estimation")
rootCmd.Flags().StringVar(&kvCacheFlag, "kvcache", "fp16", "vRAM Estimation - KV cache quantization: fp16, q8_0, or q4_0")
rootCmd.Flags().StringVar(&quantTypeFlag, "quanttype", "gguf", "vRAM Estimation - Quantization type: gguf or exl2")
rootCmd.Flags().Float64Var(&memoryFlag, "memory", 0, "vRAM Estimation - Available memory in GB for context calculation")
// if --fits is set, set memory to it's value
rootCmd.Flags().Float64VarP(&fitsFlag, "fits", "f", 0, "(alias for --memory)")
if err := rootCmd.Flags().SetAnnotation("fits", cobra.BashCompOneRequiredFlag, []string{"--memory"}); err != nil {
fmt.Printf("Error setting annotation for fits flag: %v\n", err)
}
// Add completion command
rootCmd.AddCommand(&cobra.Command{
Use: "completion [bash|zsh|fish]",
Short: "Generate completion script",
Long: `Generate shell completion script for the specified shell.
To load completions:
Bash:
$ source <(ingest completion bash)
To load completions for each session, execute once:
Linux:
$ ingest completion bash > /etc/bash_completion.d/ingest
macOS:
$ ingest completion bash > $(brew --prefix)/etc/bash_completion.d/ingest
Zsh:
$ source <(ingest completion zsh)
To load completions for each session, execute once:
$ ingest completion zsh > "${fpath[1]}/_ingest"
Fish:
$ ingest completion fish | source
To load completions for each session, execute once:
$ ingest completion fish > ~/.config/fish/completions/ingest.fish
`,
DisableFlagsInUseLine: true,
ValidArgs: []string{"bash", "zsh", "fish"},
Args: cobra.MatchAll(cobra.ExactArgs(1), cobra.OnlyValidArgs),
Run: runCompletion,
})
}
func main() {
if err := rootCmd.Execute(); err != nil {
fmt.Println(err)
os.Exit(1)
}
}
func run(cmd *cobra.Command, args []string) error {
// If no arguments are provided, use the current directory
if len(args) == 0 {
currentDir, err := os.Getwd()
if err != nil {
return fmt.Errorf("failed to get current directory: %w", err)
}
args = []string{currentDir}
}
if version, _ := cmd.Flags().GetBool("version"); version {
fmt.Printf("ingest version %s\n", Version)
return nil
}
if configFlag, _ := cmd.Flags().GetBool("config"); configFlag {
if err := config.OpenConfig(); err != nil {
return fmt.Errorf("failed to open config: %w", err)
}
os.Exit(0)
}
cfg, err := config.LoadConfig()
if err != nil {
return fmt.Errorf("failed to load config: %w", err)
}
if err := utils.EnsureConfigDirectories(); err != nil {
return fmt.Errorf("failed to ensure config directories: %w", err)
}
// If no arguments are provided, use the current directory
if len(args) == 0 {
currentDir, err := os.Getwd()
if err != nil {
return fmt.Errorf("failed to get current directory: %w", err)
}
args = []string{currentDir}
}
// Handle the prompt flag
promptArray, _ := cmd.Flags().GetStringArray("prompt")
promptSuffix = strings.Join(promptArray, " ")
if printDefaultExcludes {
filesystem.PrintDefaultExcludes()
return nil
}
if printDefaultTemplate {
template.PrintDefaultTemplate()
return nil
}
includePatterns, _ := cmd.Flags().GetStringSlice("include")
excludePatterns, _ := cmd.Flags().GetStringSlice("exclude")
// Setup template
tmpl, err := template.SetupTemplate(templatePath)
if err != nil {
return fmt.Errorf("failed to set up template: %w", err)
}
// Setup progress spinner
spinner := utils.SetupSpinner("Traversing directory and building tree..")
defer func() {
if err := spinner.Finish(); err != nil {
fmt.Printf("Error finishing spinner: %v\n", err)
}
}()
// If verbose, print active excludes
if verbose {
activeExcludes, err := filesystem.ReadExcludePatterns(patternExclude, false)
if err != nil {
return fmt.Errorf("failed to read exclude patterns: %w", err)
}
printExcludePatterns(activeExcludes)
}
// Process all provided paths
var allFiles []filesystem.FileInfo
var allTrees []string
var gitData []GitData
var allExcluded []*filesystem.ExcludedInfo
remainingArgs := make([]string, len(args))
copy(remainingArgs, args)
for i := range remainingArgs {
arg := remainingArgs[i]
// Check if this is a URL (either with --web flag or auto-detected)
if webCrawl || isURL(arg) {
if !isURL(arg) {
return fmt.Errorf("web crawling is enabled but the argument '%s' is not a URL", arg)
}
utils.PrintColouredMessage("ℹ️", fmt.Sprintf("Processing URL: %s", arg), color.FgBlue)
// Process as web URL - now passing excludePatterns
result, err := processWebInput(arg, excludePatterns)
if err != nil {
return fmt.Errorf("failed to process web URL %s: %w", arg, err)
}
allFiles = append(allFiles, result.Files...)
allTrees = append(allTrees, result.TreeString)
continue
}
// Process as local file/directory
absPath, err := filepath.Abs(arg)
if err != nil {
return fmt.Errorf("failed to get absolute path for %s: %w", arg, err)
}
fileInfo, err := os.Stat(absPath)
if err != nil {
return fmt.Errorf("failed to get file info for %s: %w", arg, err)
}
var files []filesystem.FileInfo
var tree string
var excluded *filesystem.ExcludedInfo
// Initialize the compressor if the flag is set
var comp *compressor.GenericCompressor
if compressFlag {
comp = compressor.NewGenericCompressor()
}
if fileInfo.IsDir() {
// Existing directory processing logic
tree, files, excluded, err = filesystem.WalkDirectory(absPath, includePatterns, excludePatterns, patternExclude, includePriority, lineNumber, relativePaths, excludeFromTree, noCodeblock, noDefaultExcludes, followSymlinks, comp) // Pass compressor
if err != nil {
return fmt.Errorf("failed to process directory %s: %w", arg, err)
}
// Use relative path for tree header when relativePaths flag is set
treePath := absPath
if relativePaths {
treePath = filepath.Base(absPath)
}
tree = fmt.Sprintf("%s:\n%s", treePath, tree)
} else {
// New file processing logic
file, err := filesystem.ProcessSingleFile(absPath, lineNumber, relativePaths, noCodeblock, followSymlinks, comp) // Pass compressor
if err != nil {
return fmt.Errorf("failed to process file %s: %w", arg, err)
}
files = []filesystem.FileInfo{file}
// Use relative path for file header when relativePaths flag is set
filePath := absPath
if relativePaths {
filePath = filepath.Base(absPath)
}
tree = fmt.Sprintf("File: %s", filePath)
}
allFiles = append(allFiles, files...)
allTrees = append(allTrees, tree)
if excluded != nil {
allExcluded = append(allExcluded, excluded)
}
// Handle git operations for each path
gitDiffContent := ""
gitDiffBranchContent := ""
gitLogBranchContent := ""
if diff {
gitDiffContent, err = git.GetGitDiff(absPath)
if err != nil {
// Log the error but continue processing
fmt.Printf("Warning: failed to get git diff for %s: %v\n", absPath, err)
}
}
if gitDiffBranch != "" {
branches := strings.Split(gitDiffBranch, ",")
if len(branches) == 2 {
gitDiffBranchContent, err = git.GetGitDiffBetweenBranches(absPath, branches[0], branches[1])
if err != nil {
fmt.Printf("Warning: failed to get git diff between branches for %s: %v\n", absPath, err)
}
}
}
if gitLogBranch != "" {
branches := strings.Split(gitLogBranch, ",")
if len(branches) == 2 {
gitLogBranchContent, err = git.GetGitLog(absPath, branches[0], branches[1])
if err != nil {
fmt.Printf("Warning: failed to get git log for %s: %v\n", absPath, err)
}
}
}
gitData = append(gitData, GitData{
Path: absPath,
GitDiff: gitDiffContent,
GitDiffBranch: gitDiffBranchContent,
GitLogBranch: gitLogBranchContent,
})
}
// Prepare data for template
var excludedInfo any
if len(allExcluded) > 0 {
excludedInfo = allExcluded[0] // Use the first excluded info if available
}
data := map[string]any{
"source_trees": strings.Join(allTrees, "\n\n"),
"files": allFiles,
"git_data": gitData,
"excluded": excludedInfo,
}
if err := spinner.Finish(); err != nil {
return fmt.Errorf("failed to finish spinner: %w", err)
}
// Render template
rendered, err := template.RenderTemplate(tmpl, data)
if err != nil {
return fmt.Errorf("failed to render template: %w", err)
}
// Check if save is set in config or flag
autoSave, _ := cmd.Flags().GetBool("save")
if cfg.AutoSave || autoSave {
// Pass the output flag value to autoSaveOutput
if err := autoSaveOutput(rendered, output, args[0]); err != nil { // Assuming args[0] is a representative source path
utils.PrintColouredMessage("❌", fmt.Sprintf("Error auto-saving file: %v", err), color.FgRed)
}
}
// VRAM estimation
if vramFlag {
fmt.Println()
if err := performVRAMEstimation(rendered); err != nil {
utils.PrintColouredMessage("❌", fmt.Sprintf("VRAM estimation error: %v", err), color.FgRed)
}
}
useLLM, _ := cmd.Flags().GetBool("llm")
// Handle output
if useLLM {
if err := handleLLMOutput(rendered, cfg.LLM, tokens, encoding); err != nil {
utils.PrintColouredMessage("❌", fmt.Sprintf("LLM output error: %v", err), color.FgRed)
}
} else {
// If both --save and --output are used, we don't want handleOutput to write the file
// as autoSaveOutput will handle it
outputForHandleOutput := output
if (cfg.AutoSave || autoSave) && output != "" {
outputForHandleOutput = ""
}
if err := handleOutput(rendered, tokens, encoding, noClipboard, outputForHandleOutput, jsonOutput, report || verbose, allFiles); err != nil {
return fmt.Errorf("failed to handle output: %w", err)
}
}
// Print all collected messages at the end
utils.PrintMessages()
return nil
}
func reportLargestFiles(files []filesystem.FileInfo) {
sort.Slice(files, func(i, j int) bool {
return len(files[i].Code) > len(files[j].Code)
})
utils.PrintColouredMessage("ℹ️", "Top 15 largest files (by estimated token count):", color.FgCyan)
colourRange := []*color.Color{
color.New(color.FgRed),
color.New(color.FgRed),
color.New(color.FgRed),
color.New(color.FgRed),
color.New(color.FgRed),
color.New(color.FgYellow),
color.New(color.FgYellow),
color.New(color.FgYellow),
color.New(color.FgYellow),
color.New(color.FgYellow),
color.New(color.FgGreen),
color.New(color.FgGreen),
color.New(color.FgGreen),
color.New(color.FgGreen),
color.New(color.FgGreen),
}
// Limit to top 15 files
displayCount := min(len(files), 15)
// Collect file contents for batch processing
fileContents := make([]string, displayCount)
for i := range displayCount {
fileContents[i] = files[i].Code
}
// Count tokens in batch (uses parallel API calls if Anthropic API is enabled)
tokenCounts := token.CountTokensBatch(fileContents, encoding, anthropicFlag, noCorrectionFlag)
// Print the files with their token counts
for i := range displayCount {
colour := colourRange[i]
fmt.Printf("- %d. %s (%s tokens)\n", i+1, files[i].Path, colour.Sprint(utils.FormatNumber(tokenCounts[i])))
}
fmt.Println()
}
func handleOutput(rendered string, countTokens bool, encoding string, noClipboard bool, output string, jsonOutput bool, report bool, files []filesystem.FileInfo) error {
if countTokens {
tokenCount := token.CountTokens(rendered, encoding, anthropicFlag, noCorrectionFlag)
println()
utils.AddMessage("ℹ️", fmt.Sprintf("Tokens (Approximate): %v", utils.FormatNumber(tokenCount)), color.FgYellow, 1)
}
if report {
reportLargestFiles(files)
}
if jsonOutput {
jsonData := map[string]any{
"prompt": rendered,
"token_count": token.CountTokens(rendered, encoding, anthropicFlag, noCorrectionFlag),
"model_info": token.GetModelInfo(encoding),
}
jsonBytes, err := json.MarshalIndent(jsonData, "", " ")
if err != nil {
return fmt.Errorf("failed to marshal JSON: %w", err)
}
fmt.Println(string(jsonBytes))
} else {
outputWritten := false
if output != "" {
err := utils.WriteToFile(output, rendered)
if err != nil {
// Report the error but continue to potentially copy to clipboard or print
utils.PrintColouredMessage("❌", fmt.Sprintf("Failed to write to file %s: %v", output, err), color.FgRed)
} else {
utils.AddMessage("✅", fmt.Sprintf("Written to file: %s", output), color.FgGreen, 20)
outputWritten = true
}
}
clipboardCopied := false
if !noClipboard {
err := utils.CopyToClipboard(rendered)
if err == nil {
utils.AddMessage("✅", "Copied to clipboard successfully.", color.FgGreen, 5)
clipboardCopied = true
} else {
// Only show clipboard error if we didn't write to a file
if !outputWritten {
utils.PrintColouredMessage("⚠️", fmt.Sprintf("Failed to copy to clipboard: %v.", err), color.FgYellow)
}
}
}
// If neither output file was written nor clipboard was copied, print to console
if !outputWritten && !clipboardCopied {
fmt.Print(rendered)
}
}
return nil
}
func printExcludePatterns(patterns []string) {
utils.PrintColouredMessage("i", "Active exclude patterns:", color.FgCyan)
// Define colours for syntax highlighting
starColour := color.New(color.FgHiGreen).SprintFunc()
slashColour := color.New(color.FgGreen).SprintFunc()
dotColour := color.New(color.FgBlue).SprintFunc()
// Calculate the maximum width of patterns for alignment
maxWidth := 0
for _, pattern := range patterns {
if len(pattern) > maxWidth {
maxWidth = len(pattern)
}
}
// Print patterns in a horizontal list
lineWidth := 0
// get the width of the terminal
w := utils.GetTerminalWidth()
for i, pattern := range patterns {
highlighted := pattern
highlighted = strings.ReplaceAll(highlighted, "*", starColour("*"))
highlighted = strings.ReplaceAll(highlighted, "/", slashColour("/"))
highlighted = strings.ReplaceAll(highlighted, ".", dotColour("."))
// Add padding to align patterns
padding := strings.Repeat(" ", maxWidth-len(pattern)+2)
if lineWidth+len(pattern)+2 > w && i > 0 {
fmt.Println()
lineWidth = 0
}
if lineWidth == 0 {
fmt.Print(" ")
}
fmt.Print(highlighted + padding)
lineWidth += len(pattern) + len(padding)
if i < len(patterns)-1 {
fmt.Print("| ")
lineWidth += 2
}
}
}
func handleLLMOutput(rendered string, llmConfig config.LLMConfig, countTokens bool, encoding string) error {
if countTokens {
tokenCount := token.CountTokens(rendered, encoding, anthropicFlag, noCorrectionFlag)
utils.AddMessage("ℹ️", fmt.Sprintf("Tokens (Approximate): %v", utils.FormatNumber(tokenCount)), color.FgYellow, 40)
}
if promptPrefix != "" {
rendered = promptPrefix + "\n" + rendered
}
if promptSuffix != "" {
rendered += "\n" + promptSuffix
}
if llmConfig.AuthToken == "" {
return fmt.Errorf("LLM auth token is empty")
}
clientConfig := openai.DefaultConfig(llmConfig.AuthToken)
clientConfig.BaseURL = llmConfig.BaseURL
clientConfig.APIType = openai.APIType(llmConfig.APIType)
c := openai.NewClientWithConfig(clientConfig)
ctx := context.Background()
req := openai.CompletionRequest{
Model: llmConfig.Model,
MaxTokens: llmConfig.MaxTokens,
Prompt: rendered,
Stream: true,
}
if llmConfig.Temperature != nil {
req.Temperature = *llmConfig.Temperature
}
if llmConfig.TopP != nil {
req.TopP = *llmConfig.TopP
}
if llmConfig.PresencePenalty != nil {
req.PresencePenalty = *llmConfig.PresencePenalty
}
if llmConfig.FrequencyPenalty != nil {
req.FrequencyPenalty = *llmConfig.FrequencyPenalty
}
stream, err := c.CreateCompletionStream(ctx, req)
if err != nil {
return fmt.Errorf("LLM CompletionStream error: %w", err)
}
defer stream.Close()
termWidth := min(
// if the term width is over 160, set it to 160
utils.GetTerminalWidth(), 160)
r, err := glamour.NewTermRenderer(
glamour.WithStandardStyle("dracula"),
glamour.WithWordWrap(termWidth-10),
)
if err != nil {
return fmt.Errorf("failed to create renderer: %w", err)
}
var buffer strings.Builder
var output strings.Builder
for {
response, err := stream.Recv()
if errors.Is(err, io.EOF) {
break
}
if err != nil {
return fmt.Errorf("stream error: %w", err)
}
buffer.WriteString(response.Choices[0].Text)
// Process complete lines
for {
line, rest, found := strings.Cut(buffer.String(), "\n")
if !found {
break
}
output.WriteString(line + "\n")
buffer.Reset()
buffer.WriteString(rest)
// Render and print if we have a complete code block or enough non-code content
// if there are any headers, render the markdown chuck before each header
isHeading := regexp.MustCompile(`^#+`).MatchString(output.String())
if isHeading && output.Len() > 0 && !strings.Contains(output.String(), "```") &&
(strings.HasSuffix(output.String(), "```\n") || output.Len() > 200) {
contentToRender := strings.TrimSpace(output.String()) + "\n"
renderedContent, err := r.Render(contentToRender)
if err != nil {
return fmt.Errorf("rendering error: %w", err)
}
fmt.Print(renderedContent)
output.Reset()
} else {
if !strings.Contains(output.String(), "```") &&
(strings.HasSuffix(output.String(), "```\n") || output.Len() > 200) {
// Trim excess newlines before rendering
contentToRender := strings.TrimSpace(output.String()) + "\n"
renderedContent, err := r.Render(contentToRender)
if err != nil {
return fmt.Errorf("rendering error: %w", err)
}
fmt.Print(renderedContent)
output.Reset()
}
}
}
}
// Render and print any remaining content
if buffer.Len() > 0 {
output.WriteString(buffer.String())
}
if output.Len() > 0 {
renderedContent, err := r.Render(output.String())
if err != nil {
return fmt.Errorf("rendering error: %w", err)
}
fmt.Print(renderedContent)
}
return nil
}
func performVRAMEstimation(content string) error {
if modelIDFlag == "" {
return fmt.Errorf("model ID is required for vRAM estimation")
}
tokenCount := token.CountTokens(content, encoding, anthropicFlag, noCorrectionFlag)
// TODO: fix this:
// quant, err := quantest.GetOllamaQuantLevel(modelIDFlag)
// if err != nil {
// return fmt.Errorf("error getting quantisation level: %w", err)
// }
quant := "q4_k_m"
estimation, err := quantest.EstimateVRAMForModel(modelIDFlag, memoryFlag, tokenCount, quant, kvCacheFlag)
if err != nil {
return fmt.Errorf("error estimating vRAM: %w", err)
}
utils.AddMessage("ℹ️", fmt.Sprintf("Model: %s", estimation.ModelName), color.FgCyan, 10)
utils.AddMessage("ℹ️", fmt.Sprintf("Estimated vRAM Required: %.2f GB", estimation.EstimatedVRAM), color.FgCyan, 3)
// print the vram available
utils.AddMessage("ℹ️", fmt.Sprintf("Available vRAM: %.2f GB", memoryFlag), color.FgCyan, 10)
if estimation.FitsAvailable {
utils.AddMessage("✅", "Fits Available vRAM", color.FgGreen, 2)
} else {
utils.AddMessage("❌", "Does Not Fit Available vRAM", color.FgYellow, 2)
}
utils.AddMessage("ℹ️", fmt.Sprintf("Max Context Size: %d", estimation.MaxContextSize), color.FgCyan, 8)
// utils.AddMessage("ℹ️", fmt.Sprintf("Maximum Quantisation: %s", estimation.MaximumQuant), color.FgCyan, 10)
// TODO: - this isn't that useful, come up with something smarter
// Generate and print the quant table
table, err := quantest.GenerateQuantTable(estimation.ModelConfig, memoryFlag)
if err != nil {
return fmt.Errorf("error generating quant table: %w", err)
}
fmt.Println(quantest.PrintFormattedTable(table))
// Check if the content fits within the specified constraints
if memoryFlag > 0 {
if tokenCount > estimation.MaxContextSize {
utils.AddMessage("❗️", fmt.Sprintf("Generated content (%d tokens) exceeds maximum context (%d tokens).", tokenCount, estimation.MaxContextSize), color.FgYellow, 2)
} else {
utils.AddMessage("✅", fmt.Sprintf("Generated content (%d tokens) fits within maximum context (%d tokens).", tokenCount, estimation.MaxContextSize), color.FgGreen, 2)
}
}
return nil
}
// autoSaveOutput saves the content based on the combination of --save and --output flags:
// - If only --save is used, save to ~/ingest/<dirname>.md
// - If --save and --output ./somefile.md, only save to ./somefile.md
// - If --save and --output somefile.md, save to ~/ingest/somefile.md
func autoSaveOutput(content string, outputPath string, sourcePath string) error {
var finalPath string
if outputPath != "" {
if strings.HasPrefix(outputPath, "./") || strings.HasPrefix(outputPath, "../") || filepath.IsAbs(outputPath) {
// Case: --output starts with ./ or ../ or is absolute path
// Save only to the specified output path
absOutputPath, err := filepath.Abs(outputPath)
if err != nil {
return fmt.Errorf("failed to get absolute path for output file %s: %w", outputPath, err)
}
finalPath = absOutputPath
} else {
// Case: --output is just a filename
// Save to ~/ingest/ with the specified filename
homeDir, err := os.UserHomeDir()
if err != nil {
return fmt.Errorf("failed to get user home directory: %w", err)
}
ingestDir := filepath.Join(homeDir, "ingest")
finalPath = filepath.Join(ingestDir, outputPath)
}
} else {
// Default --save behavior
homeDir, err := os.UserHomeDir()
if err != nil {
return fmt.Errorf("failed to get user home directory: %w", err)
}
ingestDir := filepath.Join(homeDir, "ingest")
fileName := filepath.Base(sourcePath) + ".md"
finalPath = filepath.Join(ingestDir, fileName)
}
// Ensure the directory for the final path exists
finalDir := filepath.Dir(finalPath)
if err := os.MkdirAll(finalDir, 0700); err != nil {
return fmt.Errorf("failed to create directory %s for auto-save file: %w", finalDir, err)
}
// Write the file using os.WriteFile
if err := os.WriteFile(finalPath, []byte(content), 0600); err != nil {
return fmt.Errorf("failed to write auto-save file to %s: %w", finalPath, err)
}
utils.AddMessage("💾", fmt.Sprintf("Auto-saved to: %s", finalPath), color.FgMagenta, 15) // Changed icon and message slightly
return nil
}
func runCompletion(cmd *cobra.Command, args []string) {
switch args[0] {
case "bash":
if err := cmd.Root().GenBashCompletion(os.Stdout); err != nil {
fmt.Printf("Error generating bash completion: %v\n", err)
}
case "zsh":
if err := cmd.Root().GenZshCompletion(os.Stdout); err != nil {
fmt.Printf("Error generating zsh completion: %v\n", err)
}
case "fish":
if err := cmd.Root().GenFishCompletion(os.Stdout, true); err != nil {
fmt.Printf("Error generating fish completion: %v\n", err)
}
}
}
func processWebInput(urlStr string, excludePatterns []string) (*web.CrawlResult, error) {
options := web.CrawlOptions{
MaxDepth: webMaxDepth,
AllowedDomains: webAllowedDomains,
Timeout: webTimeout,
ConcurrentJobs: webConcurrentJobs,
}
return web.ProcessWebURL(urlStr, options, excludePatterns)
}
func isURL(str string) bool {
u, err := url.Parse(str)
return err == nil && u.Scheme != "" && u.Host != ""
}