Files
ragflow/internal/cli/cli.go
Yingfeng 4ee0702aed Feat: add skills space to context engine (#13908)
### What problem does this PR solve?

issue #13714

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-04-30 12:36:03 +08:00

1534 lines
44 KiB
Go

//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
package cli
import (
"context"
"encoding/json"
"errors"
"fmt"
"os"
"os/signal"
"path/filepath"
"strconv"
"strings"
"syscall"
"unicode/utf8"
"github.com/peterh/liner"
"gopkg.in/yaml.v3"
"ragflow/internal/cli/filesystem"
)
// ConfigFile represents the rf.yml configuration file structure
type ConfigFile struct {
Host string `yaml:"host"`
APIToken string `yaml:"api_token"`
UserName string `yaml:"user_name"`
Password string `yaml:"password"`
}
// OutputFormat represents the output format type
type OutputFormat string
const (
OutputFormatTable OutputFormat = "table" // Table format with borders
OutputFormatPlain OutputFormat = "plain" // Plain text, space-separated (no borders)
OutputFormatJSON OutputFormat = "json" // JSON format (reserved for future use)
)
// ConnectionArgs holds the parsed command line arguments
type ConnectionArgs struct {
Host string
Port int
Password string
APIToken string
UserName string
ConfigFilePath string // Path to the config file (e.g., rf.yml)
Command *string // Original command string (for SQL mode)
CommandArgs []string // Split command arguments (for ContextEngine mode)
IsSQLMode bool // true=SQL mode (quoted), false= ContextEngine mode (unquoted)
ShowHelp bool
AdminMode bool
OutputFormat OutputFormat // Output format: table, plain, json
Verbose bool // Enable verbose logging
}
// LoadDefaultConfigFile reads the rf.yml file from current directory if it exists
func LoadDefaultConfigFile() (*ConfigFile, error) {
// Try to read rf.yml from current directory
data, err := os.ReadFile("rf.yml")
if err != nil {
// File doesn't exist, return nil without error
if os.IsNotExist(err) {
return nil, nil
}
return nil, err
}
var config ConfigFile
if err = yaml.Unmarshal(data, &config); err != nil {
return nil, fmt.Errorf("failed to parse rf.yml: %v", err)
}
return &config, nil
}
// LoadConfigFileFromPath reads a config file from the specified path
func LoadConfigFileFromPath(path string) (*ConfigFile, error) {
data, err := os.ReadFile(path)
if err != nil {
return nil, fmt.Errorf("failed to read config file %s: %v", path, err)
}
var config ConfigFile
if err = yaml.Unmarshal(data, &config); err != nil {
return nil, fmt.Errorf("failed to parse config file %s: %v", path, err)
}
return &config, nil
}
// parseHostPort parses a host:port string and returns host and port
func parseHostPort(hostPort string) (string, int, error) {
if hostPort == "" {
return "", -1, nil
}
// Split host and port
parts := strings.Split(hostPort, ":")
if len(parts) != 2 {
return "", -1, fmt.Errorf("invalid host format, expected host:port, got: %s", hostPort)
}
host := parts[0]
port, err := strconv.Atoi(parts[1])
if err != nil {
return "", -1, fmt.Errorf("invalid port number: %s", parts[1])
}
return host, port, nil
}
// ParseConnectionArgs parses command line arguments similar to Python's parse_connection_args
func ParseConnectionArgs(args []string) (*ConnectionArgs, error) {
// First, scan args to check for help, config file, admin mode, and verbose flag
var configFilePath string
var adminMode bool = false
var verboseMode bool = false
foundCommand := false
for i := 0; i < len(args); i++ {
arg := args[i]
// If we found a command (non-flag arg), stop processing global flags
// This allows subcommands like "search --help" to handle their own help
if !strings.HasPrefix(arg, "-") {
foundCommand = true
continue
}
// Only process --help as global help if it's before any command
if !foundCommand && (arg == "--help" || arg == "-help") {
return &ConnectionArgs{ShowHelp: true, Verbose: verboseMode}, nil
} else if (arg == "-f" || arg == "--config") && i+1 < len(args) {
configFilePath = args[i+1]
// Convert to absolute path immediately
if !filepath.IsAbs(configFilePath) {
absPath, err := filepath.Abs(configFilePath)
if err == nil {
configFilePath = absPath
}
}
i++
} else if (arg == "-o" || arg == "--output") && i+1 < len(args) {
// -o/--output is allowed with config file, skip it and its value
i++
continue
} else if arg == "--admin" {
adminMode = true
} else if arg == "-v" || arg == "--verbose" {
verboseMode = true
}
}
// Load config file with priority: -f > rf.yml > none
var config *ConfigFile
var err error
// Parse arguments manually to support both short and long forms
// and to handle priority: command line > config file > defaults
result := &ConnectionArgs{
Verbose: verboseMode,
ConfigFilePath: configFilePath,
}
if !adminMode {
// Only user mode read config file
if configFilePath != "" {
// User specified config file via -f
config, err = LoadConfigFileFromPath(configFilePath)
if err != nil {
return nil, err
}
} else {
// Try default rf.yml
config, err = LoadDefaultConfigFile()
if err != nil {
return nil, err
}
}
// Apply config file values first (lower priority)
if config != nil {
// Parse host:port from config file
if config.Host != "" {
h, port, err := parseHostPort(config.Host)
if err != nil {
return nil, fmt.Errorf("invalid host in config file: %v", err)
}
result.Host = h
result.Port = port
}
result.UserName = config.UserName
result.Password = config.Password
result.APIToken = config.APIToken
}
}
// Get non-flag arguments (command to execute)
var nonFlagArgs []string
// Override with command line flags (higher priority)
// Handle both short and long forms manually
// Once we encounter a non-flag argument (command), stop parsing global flags
// Remaining args belong to the subcommand
foundCommand = false
for i := 0; i < len(args); i++ {
arg := args[i]
// If we've found the command, collect remaining args as subcommand args
if foundCommand {
nonFlagArgs = append(nonFlagArgs, arg)
continue
}
switch arg {
case "-h", "--host":
if i+1 < len(args) && !strings.HasPrefix(args[i+1], "-") {
hostVal := args[i+1]
h, port, err := parseHostPort(hostVal)
if err != nil {
return nil, fmt.Errorf("invalid host format: %v", err)
}
result.Host = h
result.Port = port
i++
}
case "-t", "--token":
if i+1 < len(args) && !strings.HasPrefix(args[i+1], "-") {
result.APIToken = args[i+1]
i++
}
case "-u", "--user":
if i+1 < len(args) && !strings.HasPrefix(args[i+1], "-") {
result.UserName = args[i+1]
i++
}
case "-p", "--password":
if i+1 < len(args) && !strings.HasPrefix(args[i+1], "-") {
result.Password = args[i+1]
i++
}
case "-f", "--config":
// Skip config file path (already parsed)
if i+1 < len(args) {
i++
}
case "-o", "--output":
// Parse output format
if i+1 < len(args) && !strings.HasPrefix(args[i+1], "-") {
format := args[i+1]
switch format {
case "plain":
result.OutputFormat = OutputFormatPlain
case "json":
result.OutputFormat = OutputFormatJSON
default:
result.OutputFormat = OutputFormatTable
}
i++
}
case "-v", "--verbose":
result.Verbose = true
case "--admin", "-admin":
result.AdminMode = true
case "--help", "-help":
// Already handled above
continue
default:
// Non-flag argument (command)
if !strings.HasPrefix(arg, "-") {
nonFlagArgs = append(nonFlagArgs, arg)
foundCommand = true
}
}
}
// Set defaults if not provided
if result.Host == "" {
result.Host = "127.0.0.1"
}
if result.Port == -1 || result.Port == 0 {
if result.AdminMode {
result.Port = 9383
} else {
result.Port = 9384
}
}
if result.UserName == "" && result.Password != "" {
return nil, fmt.Errorf("username (-u/--user) is required when using password (-p/--password)")
}
if result.AdminMode {
result.APIToken = ""
if result.UserName == "" {
result.UserName = "admin@ragflow.io"
result.Password = ""
}
} else {
// For user mode
// Validate mutual exclusivity: -t and (-u, -p) are mutually exclusive
hasToken := result.APIToken != ""
hasUserPass := result.UserName != "" || result.Password != ""
if hasToken && hasUserPass {
return nil, fmt.Errorf("cannot use both API token (-t/--token) and username/password (-u/--user, -p/--password). Please use one authentication method")
}
}
// Get command from remaining args (non-flag arguments)
if len(nonFlagArgs) > 0 {
// Check if this is SQL mode or ContextEngine mode
// SQL mode: single argument that looks like SQL (e.g., "LIST DATASETS")
// ContextEngine mode: multiple arguments (e.g., "ls", "datasets")
if len(nonFlagArgs) == 1 && looksLikeSQL(nonFlagArgs[0]) {
// SQL mode: single argument that looks like SQL
result.IsSQLMode = true
command := nonFlagArgs[0]
result.Command = &command
} else {
// ContextEngine mode: multiple arguments
result.IsSQLMode = false
result.CommandArgs = nonFlagArgs
// Also store joined version for backward compatibility
command := strings.Join(nonFlagArgs, " ")
result.Command = &command
}
}
return result, nil
}
// looksLikeSQL checks if a string looks like a SQL command
func looksLikeSQL(s string) bool {
s = strings.ToUpper(strings.TrimSpace(s))
sqlPrefixes := []string{
"LIST ", "SHOW ", "CREATE ", "DROP ", "ALTER ",
"LOGIN ", "REGISTER ", "PING", "GRANT ", "REVOKE ",
"SET ", "UNSET ", "UPDATE ", "DELETE ", "INSERT ",
"SELECT ", "DESCRIBE ", "EXPLAIN ", "ADD ", "ENABLE ", "DISABLE ", "CHAT ", "USE", "THINK",
"REMOVE ",
}
for _, prefix := range sqlPrefixes {
if strings.HasPrefix(s, prefix) {
return true
}
}
return false
}
// PrintUsage prints the CLI usage information
func PrintUsage() {
fmt.Println(`RAGFlow CLI Client
Usage: ragflow_cli [options] [command]
Options:
-h, --host string RAGFlow service address (host:port, default "127.0.0.1:9380")
-t, --token string API token for authentication
-u, --user string Username for authentication
-p, --password string Password for authentication
-f, --config string Path to config file (YAML format)
-o, --output string Output format: table, plain, json (search defaults to json)
-v, --verbose Enable verbose logging (shows debug info)
--admin, -admin Run in admin mode
--help Show this help message
Mode:
--admin, -admin Run in admin mode (prompt: RAGFlow(admin)>)
Default is user mode (prompt: RAGFlow(user)>).
Authentication:
You can authenticate using either:
1. API token: -t or --token
2. Username and password: -u/--user and -p/--password
Note: These two methods are mutually exclusive.
Configuration File:
The CLI will automatically read rf.yml from the current directory if it exists.
Use -f or --config to specify a custom config file path.
Command line options override config file values.
Config file format:
host: 127.0.0.1:9380
api_token: your-api-token
user_name: your-username
password: your-password
Note: api_token and user_name/password are mutually exclusive in config file.
Commands:
SQL commands (use quotes): "LIST USERS", "CREATE USER 'email' 'password'", etc.
Filesystem commands (no quotes): ls datasets, search "keyword", cat path, etc.
Skill commands:
install-skill <space> <path|url> [options] Install a skill from local path or remote URL
uninstall-skill <space> <skill-name> Remove an installed skill
search skills -q <query> [--space space1] Search skills in a space
If no command is provided, CLI runs in interactive mode.`)
}
// HistoryFile returns the path to the history file
func HistoryFile() string {
return os.Getenv("HOME") + "/" + historyFileName
}
const historyFileName = ".ragflow_cli_history"
// CLI represents the command line interface
type CLI struct {
client *RAGFlowClient
contextEngine *filesystem.Engine
prompt string
running bool
line *liner.State
args *ConnectionArgs
outputFormat OutputFormat // Output format
}
// NewCLI creates a new CLI instance
func NewCLI() (*CLI, error) {
return NewCLIWithArgs(nil)
}
// NewCLIWithArgs creates a new CLI instance with connection arguments
func NewCLIWithArgs(args *ConnectionArgs) (*CLI, error) {
// Create liner first
line := liner.NewLiner()
// Determine server type based on --admin or --user flag
// Default to "user" mode if not specified
serverType := "user"
if args != nil && args.AdminMode {
serverType = "admin"
}
// Create client with password prompt using liner
client := NewRAGFlowClient(serverType)
client.PasswordPrompt = line.PasswordPrompt
// Apply connection arguments if provided
if args != nil {
client.HTTPClient.Host = args.Host
if args.Port > 0 {
client.HTTPClient.Port = args.Port
}
if args.APIToken != "" {
client.HTTPClient.APIToken = args.APIToken
}
}
// Apply API token if provided (from config file)
if args.APIToken != "" {
client.HTTPClient.APIToken = args.APIToken
client.HTTPClient.useAPIToken = true
}
// Set output format
client.OutputFormat = args.OutputFormat
// Auto-login if user and password are provided (from config file)
if args.UserName != "" && args.Password != "" && args.APIToken == "" {
if err := client.LoginUserInteractive(args.UserName, args.Password); err != nil {
line.Close()
return nil, fmt.Errorf("auto-login failed: %w", err)
}
}
// Set prompt based on server type
prompt := "RAGFlow(user)> "
if serverType == "admin" {
prompt = "RAGFlow(admin)> "
}
// Create filesystem engine and register providers
engine := filesystem.NewEngine()
engine.RegisterProvider(filesystem.NewDatasetProvider(&httpClientAdapter{client: client.HTTPClient}))
engine.RegisterProvider(filesystem.NewFileProvider(&httpClientAdapter{client: client.HTTPClient}))
engine.RegisterProvider(filesystem.NewSkillProvider(&httpClientAdapter{client: client.HTTPClient}))
return &CLI{
prompt: prompt,
client: client,
contextEngine: engine,
line: line,
args: args,
outputFormat: args.OutputFormat,
}, nil
}
// Run starts the interactive CLI
func (c *CLI) Run() error {
// If username is provided without password, prompt for password
if c.args != nil && c.args.UserName != "" && c.args.Password == "" && c.args.APIToken == "" {
maxAttempts := 3
for attempt := 1; attempt <= maxAttempts; attempt++ {
fmt.Print("Please input your password: ")
password, err := ReadPassword()
if password == "" {
if attempt < maxAttempts {
fmt.Println("Password cannot be empty, please try again")
continue
}
return errors.New("no password provided after 3 attempts")
}
c.args.Password = password
if err = c.VerifyAuth(); err != nil {
if attempt < maxAttempts {
fmt.Printf("Authentication failed: %v (%d/%d attempts)\n", err, attempt, maxAttempts)
continue
}
return fmt.Errorf("authentication failed after %d attempts: %v", maxAttempts, err)
}
break
}
}
c.running = true
// Load history from file
histFile := HistoryFile()
if f, err := os.Open(histFile); err == nil {
c.line.ReadHistory(f)
f.Close()
}
// Save history on exit
defer func() {
if f, err := os.Create(histFile); err == nil {
c.line.WriteHistory(f)
f.Close()
}
c.line.Close()
}()
fmt.Println("Welcome to RAGFlow CLI")
fmt.Println("Type \\? for help, \\q to quit")
fmt.Println()
for c.running {
input, err := c.line.Prompt(c.prompt)
if err != nil {
fmt.Printf("Error reading input: %v\n", err)
continue
}
input = strings.TrimSpace(input)
if input == "" {
continue
}
// Add to history (skip meta commands)
if !strings.HasPrefix(input, "\\") {
c.line.AppendHistory(input)
}
if err = c.executeNew(input); err != nil {
fmt.Printf("CLI error: %v\n", err)
}
}
return nil
}
func (c *CLI) executeNew(input string) error {
p := NewParser(input)
cmd, err := p.Parse(c.args.AdminMode)
if err != nil {
return err
}
if cmd == nil {
return nil
}
// Handle meta commands
if cmd.Type == "meta" {
return c.handleMetaCommand(cmd)
}
// Execute the command using the client
var result ResponseIf
result, err = c.client.ExecuteCommand(cmd)
if result != nil {
result.PrintOut()
}
return err
}
func (c *CLI) execute(input string) error {
// Determine execution mode based on input and args
input = strings.TrimSpace(input)
// Handle meta commands (start with \)
if strings.HasPrefix(input, "\\") {
p := NewParser(input)
cmd, err := p.Parse(c.args.AdminMode)
if err != nil {
return err
}
if cmd != nil && cmd.Type == "meta" {
return c.handleMetaCommand(cmd)
}
}
// Check if we should use SQL mode or Filesystem mode
isSQLMode := false
if c.args != nil && len(c.args.CommandArgs) > 0 {
// Non-interactive mode: use pre-determined mode from args
isSQLMode = c.args.IsSQLMode
} else {
// Interactive mode: determine based on input
isSQLMode = looksLikeSQL(input)
}
if isSQLMode {
// SQL mode: use parser
p := NewParser(input)
cmd, err := p.Parse(c.args.AdminMode)
if err != nil {
return err
}
if cmd == nil {
return nil
}
// Execute SQL command using the client
var result ResponseIf
result, err = c.client.ExecuteCommand(cmd)
if result != nil {
result.SetOutputFormat(c.outputFormat)
result.PrintOut()
}
return err
}
// Filesystem mode: execute filesystem command
return c.executeFilesystem(input)
}
// executeFilesystem executes a Filesystem command
func (c *CLI) executeFilesystem(input string) error {
// Parse input into arguments
var args []string
if c.args != nil && len(c.args.CommandArgs) > 0 {
// Non-interactive mode: use pre-parsed args
args = c.args.CommandArgs
} else {
// Interactive mode: parse input
args = parseFilesystemArgs(input)
}
if len(args) == 0 {
return fmt.Errorf("no command provided")
}
// Check if we have a filesystem engine
if c.contextEngine == nil {
return fmt.Errorf("filesystem engine not available")
}
cmdType := args[0]
cmdArgs := args[1:]
// Build filesystem command
var ceCmd *filesystem.Command
switch cmdType {
case "ls", "list":
// Parse list command arguments
listOpts, err := parseListCommandArgs(cmdArgs)
if err != nil {
return err
}
if listOpts == nil {
// Help was printed
return nil
}
ceCmd = &filesystem.Command{
Type: filesystem.CommandList,
Path: listOpts.Path,
Params: map[string]interface{}{
"limit": listOpts.Limit,
},
}
case "search":
// Parse search command arguments
searchOpts, err := parseSearchCommandArgs(cmdArgs)
if err != nil {
return err
}
if searchOpts == nil {
// Help was printed
return nil
}
// Determine the path for provider resolution
// Use first dir if specified, otherwise default to "datasets"
searchPath := "datasets"
if len(searchOpts.Dirs) > 0 {
searchPath = searchOpts.Dirs[0]
}
// Check if searching skills (supports: "skills" or "skills/space1")
if searchPath == "skills" || strings.HasPrefix(searchPath, "skills/") {
// Parse space ID from path (e.g., "skills/space1" -> "space1")
spaceID := "default"
if strings.HasPrefix(searchPath, "skills/") {
spaceID = strings.TrimPrefix(searchPath, "skills/")
if spaceID == "" {
spaceID = "default"
}
}
// Get skill provider and perform search
provider := c.contextEngine.GetProvider("skills")
if provider == nil {
return fmt.Errorf("skill provider not available")
}
skillProvider, ok := provider.(*filesystem.SkillProvider)
if !ok {
return fmt.Errorf("invalid skill provider type")
}
pageSize := searchOpts.TopK
if pageSize <= 0 {
pageSize = 10
}
searchOptions := &filesystem.SearchOptions{
Query: searchOpts.Query,
Limit: pageSize,
Offset: 0,
TopK: pageSize,
}
result, err := skillProvider.Search(context.Background(), spaceID, searchOptions)
if err != nil {
return err
}
// Print skill search results with full details
c.printSkillSearchResults(result, c.outputFormat)
return nil
}
ceCmd = &filesystem.Command{
Type: filesystem.CommandSearch,
Path: searchPath,
Params: map[string]interface{}{
"query": searchOpts.Query,
"top_k": searchOpts.TopK,
"threshold": searchOpts.Threshold,
"dirs": searchOpts.Dirs,
},
}
case "cat":
if len(cmdArgs) == 0 {
return fmt.Errorf("cat requires a path argument")
}
// Handle cat command directly since it returns []byte, not *Result
content, err := c.contextEngine.Cat(context.Background(), cmdArgs[0])
if err != nil {
return err
}
if content == nil || len(content) == 0 {
fmt.Println("(empty file)")
} else if isBinaryContent(content) {
return fmt.Errorf("cannot display binary file content")
}
fmt.Println(string(content))
return nil
case "install-skill":
// Get the file provider and skill provider from the engine
fileProvider, ok := c.contextEngine.GetProvider("files").(*filesystem.FileProvider)
if !ok {
return fmt.Errorf("file provider not available")
}
skillProvider := c.contextEngine.GetProvider("skills")
if skillProvider == nil {
return fmt.Errorf("skill provider not available")
}
// Create adapter for HTTPClient
httpAdapter := &httpClientAdapter{client: c.client.HTTPClient}
cmd := filesystem.NewInstallSkillCommand(httpAdapter, fileProvider, skillProvider)
return cmd.Execute(cmdArgs)
case "uninstall-skill":
skillProvider := c.contextEngine.GetProvider("skills")
if skillProvider == nil {
return fmt.Errorf("skill provider not available")
}
fileProvider := c.contextEngine.GetProvider("files")
if fileProvider == nil {
return fmt.Errorf("file provider not available")
}
// Create adapter for HTTPClient
httpAdapter := &httpClientAdapter{client: c.client.HTTPClient}
fileProv, _ := fileProvider.(*filesystem.FileProvider)
cmd := filesystem.NewUninstallSkillCommand(httpAdapter, skillProvider, fileProv)
return cmd.Execute(cmdArgs)
case "add-skill":
fmt.Println("⚠ Warning: 'add-skill' is deprecated. Use 'install-skill' instead.")
// Forward to install-skill
fileProvider, ok := c.contextEngine.GetProvider("files").(*filesystem.FileProvider)
if !ok {
return fmt.Errorf("file provider not available")
}
skillProvider := c.contextEngine.GetProvider("skills")
if skillProvider == nil {
return fmt.Errorf("skill provider not available")
}
httpAdapter := &httpClientAdapter{client: c.client.HTTPClient}
cmd := filesystem.NewInstallSkillCommand(httpAdapter, fileProvider, skillProvider)
return cmd.Execute(cmdArgs)
case "delete-skill":
fmt.Println("⚠ Warning: 'delete-skill' is deprecated. Use 'uninstall-skill' instead.")
// Forward to uninstall-skill
skillProvider := c.contextEngine.GetProvider("skills")
if skillProvider == nil {
return fmt.Errorf("skill provider not available")
}
fileProvider := c.contextEngine.GetProvider("files")
if fileProvider == nil {
return fmt.Errorf("file provider not available")
}
httpAdapter := &httpClientAdapter{client: c.client.HTTPClient}
fileProv, _ := fileProvider.(*filesystem.FileProvider)
cmd := filesystem.NewUninstallSkillCommand(httpAdapter, skillProvider, fileProv)
return cmd.Execute(cmdArgs)
default:
return fmt.Errorf("unknown filesystem command: %s", cmdType)
}
// Execute the command
result, err := c.contextEngine.Execute(context.Background(), ceCmd)
if err != nil {
return err
}
// Print result
// For search command, default to JSON format if not explicitly set to plain/table
format := c.outputFormat
if ceCmd.Type == filesystem.CommandSearch && format != OutputFormatPlain && format != OutputFormatTable {
format = OutputFormatJSON
}
// Get limit for list command
limit := 0
if ceCmd.Type == filesystem.CommandList {
if l, ok := ceCmd.Params["limit"].(int); ok {
limit = l
}
}
c.printFilesystemResult(result, ceCmd.Type, format, limit)
return nil
}
// parseFilesystemArgs parses Filesystem command arguments
// Supports simple space-separated args and quoted strings
func parseFilesystemArgs(input string) []string {
var args []string
var current strings.Builder
inQuote := false
var quoteChar rune
for _, ch := range input {
switch ch {
case '"', '\'':
if !inQuote {
inQuote = true
quoteChar = ch
if current.Len() > 0 {
args = append(args, current.String())
current.Reset()
}
} else if ch == quoteChar {
inQuote = false
args = append(args, current.String())
current.Reset()
} else {
current.WriteRune(ch)
}
case ' ', '\t':
if inQuote {
current.WriteRune(ch)
} else if current.Len() > 0 {
args = append(args, current.String())
current.Reset()
}
default:
current.WriteRune(ch)
}
}
if current.Len() > 0 {
args = append(args, current.String())
}
return args
}
// printFilesystemResult prints the result of a filesystem command
func (c *CLI) printFilesystemResult(result *filesystem.Result, cmdType filesystem.CommandType, format OutputFormat, limit int) {
if result == nil {
return
}
switch cmdType {
case filesystem.CommandList:
if len(result.Nodes) == 0 {
fmt.Println("(empty)")
return
}
displayCount := len(result.Nodes)
if limit > 0 && displayCount > limit {
displayCount = limit
}
if format == OutputFormatPlain {
// Plain format: simple space-separated, no headers
for i := 0; i < displayCount; i++ {
node := result.Nodes[i]
fmt.Printf("%s %s %s %s\n", node.Name, node.Type, node.Path, node.CreatedAt.Format("2006-01-02 15:04"))
}
} else {
// Table format: with headers and aligned columns
fmt.Printf("%-30s %-12s %-50s %-20s\n", "NAME", "TYPE", "PATH", "CREATED")
fmt.Println(strings.Repeat("-", 112))
for i := 0; i < displayCount; i++ {
node := result.Nodes[i]
created := node.CreatedAt.Format("2006-01-02 15:04")
if node.CreatedAt.IsZero() {
created = "-"
}
// Remove leading "/" from path for display
displayPath := node.Path
if strings.HasPrefix(displayPath, "/") {
displayPath = displayPath[1:]
}
fmt.Printf("%-30s %-12s %-50s %-20s\n", node.Name, node.Type, displayPath, created)
}
}
if limit > 0 && result.Total > limit {
fmt.Printf("\n... and %d more (use -n to show more)\n", result.Total-limit)
}
fmt.Printf("Total: %d\n", result.Total)
case filesystem.CommandSearch:
if len(result.Nodes) == 0 {
if format == OutputFormatJSON {
fmt.Println("[]")
} else {
fmt.Println("No results found")
}
return
}
// Build data for output (same fields for all formats: content, path, score)
type searchResult struct {
Content string `json:"content"`
Path string `json:"path"`
Score float64 `json:"score,omitempty"`
}
results := make([]searchResult, 0, len(result.Nodes))
for _, node := range result.Nodes {
content := node.Name
if content == "" {
content = "(empty)"
}
displayPath := node.Path
if strings.HasPrefix(displayPath, "/") {
displayPath = displayPath[1:]
}
var score float64
if s, ok := node.Metadata["similarity"].(float64); ok {
score = s
} else if s, ok := node.Metadata["_score"].(float64); ok {
score = s
}
results = append(results, searchResult{
Content: content,
Path: displayPath,
Score: score,
})
}
// Output based on format
if format == OutputFormatJSON {
jsonData, err := json.MarshalIndent(results, "", " ")
if err != nil {
fmt.Printf("Error marshaling JSON: %v\n", err)
return
}
fmt.Println(string(jsonData))
} else if format == OutputFormatPlain {
// Plain format: simple space-separated, no borders
fmt.Printf("%-70s %-50s %-10s\n", "CONTENT", "PATH", "SCORE")
for i, sr := range results {
content := strings.Join(strings.Fields(sr.Content), " ")
if len(content) > 70 {
content = content[:67] + "..."
}
displayPath := sr.Path
if len(displayPath) > 50 {
displayPath = displayPath[:47] + "..."
}
scoreStr := "-"
if sr.Score > 0 {
scoreStr = fmt.Sprintf("%.4f", sr.Score)
}
fmt.Printf("%-70s %-50s %-10s\n", content, displayPath, scoreStr)
if i >= 99 {
fmt.Printf("\n... and %d more results\n", result.Total-i-1)
break
}
}
fmt.Printf("\nTotal: %d\n", result.Total)
} else {
// Table format: with borders
col1Width, col2Width, col3Width := 70, 50, 10
sep := "+" + strings.Repeat("-", col1Width+2) + "+" + strings.Repeat("-", col2Width+2) + "+" + strings.Repeat("-", col3Width+2) + "+"
fmt.Println(sep)
fmt.Printf("| %-70s | %-50s | %-10s |\n", "CONTENT", "PATH", "SCORE")
fmt.Println(sep)
for i, sr := range results {
content := strings.Join(strings.Fields(sr.Content), " ")
if len(content) > 70 {
content = content[:67] + "..."
}
displayPath := sr.Path
if len(displayPath) > 50 {
displayPath = displayPath[:47] + "..."
}
scoreStr := "-"
if sr.Score > 0 {
scoreStr = fmt.Sprintf("%.4f", sr.Score)
}
fmt.Printf("| %-70s | %-50s | %-10s |\n", content, displayPath, scoreStr)
if i >= 99 {
fmt.Printf("\n... and %d more results\n", result.Total-i-1)
break
}
}
fmt.Println(sep)
fmt.Printf("Total: %d\n", result.Total)
}
case filesystem.CommandCat:
// Cat output is handled differently - it returns []byte, not *Result
// This case should not be reached in normal flow since Cat returns []byte directly
fmt.Println("Content retrieved")
}
}
// printSkillSearchResults prints skill search results with full details
func (c *CLI) printSkillSearchResults(result *filesystem.Result, format OutputFormat) {
if result == nil || len(result.Nodes) == 0 {
if format == OutputFormatJSON {
fmt.Println("[]")
} else {
fmt.Println("No skills found")
}
return
}
// Skill search result structure
type skillSearchResult struct {
SkillID string `json:"skill_id"`
Name string `json:"name"`
Description string `json:"description"`
Tags string `json:"tags"`
Score float64 `json:"score"`
BM25Score float64 `json:"bm25_score"`
VectorScore float64 `json:"vector_score"`
}
results := make([]skillSearchResult, 0, len(result.Nodes))
for _, node := range result.Nodes {
// Extract metadata
skillID := ""
if id, ok := node.Metadata["skill_id"].(string); ok {
skillID = id
}
description := ""
if desc, ok := node.Metadata["description"].(string); ok {
description = desc
}
tags := ""
if t, ok := node.Metadata["tags"].([]string); ok {
tags = strings.Join(t, ", ")
}
var score, bm25Score, vectorScore float64
if s, ok := node.Metadata["score"].(float64); ok {
score = s
}
if b, ok := node.Metadata["bm25_score"].(float64); ok {
bm25Score = b
}
if v, ok := node.Metadata["vector_score"].(float64); ok {
vectorScore = v
}
results = append(results, skillSearchResult{
SkillID: skillID,
Name: node.Name,
Description: description,
Tags: tags,
Score: score,
BM25Score: bm25Score,
VectorScore: vectorScore,
})
}
if format == OutputFormatJSON {
jsonData, err := json.MarshalIndent(results, "", " ")
if err != nil {
fmt.Printf("Error marshaling JSON: %v\n", err)
return
}
fmt.Println(string(jsonData))
} else if format == OutputFormatPlain {
fmt.Printf("Found %d skill(s):\n", len(results))
for _, sr := range results {
fmt.Printf("\nName: %s\n", sr.Name)
fmt.Printf("Skill ID: %s\n", sr.SkillID)
fmt.Printf("Description: %s\n", sr.Description)
fmt.Printf("Tags: %s\n", sr.Tags)
fmt.Printf("Score: %.6f (BM25: %.6f, Vector: %.6f)\n", sr.Score, sr.BM25Score, sr.VectorScore)
}
} else {
// Table format
fmt.Printf("Found %d skill(s):\n", len(results))
fmt.Println()
for _, sr := range results {
fmt.Printf("Name: %s\n", sr.Name)
fmt.Printf("Skill ID: %s\n", sr.SkillID)
fmt.Printf("Description: %s\n", sr.Description)
fmt.Printf("Tags: %s\n", sr.Tags)
fmt.Printf("Score: %.6f (BM25: %.6f, Vector: %.6f)\n", sr.Score, sr.BM25Score, sr.VectorScore)
fmt.Println()
}
}
}
func (c *CLI) handleMetaCommand(cmd *Command) error {
command := cmd.Params["command"].(string)
args, _ := cmd.Params["args"].([]string)
switch command {
case "q", "quit", "exit":
fmt.Println("Goodbye!")
c.running = false
case "?", "h", "help":
c.printHelp()
case "c", "clear":
// Clear screen (simple approach)
fmt.Print("\033[H\033[2J")
case "admin":
c.client.ServerType = "admin"
c.prompt = "RAGFlow(admin)> "
fmt.Println("Switched to ADMIN mode")
case "user":
c.client.ServerType = "user"
c.prompt = "RAGFlow(user)> "
fmt.Println("Switched to USER mode")
case "host":
if len(args) == 0 {
fmt.Printf("Current host: %s\n", c.client.HTTPClient.Host)
} else {
c.client.HTTPClient.Host = args[0]
fmt.Printf("Host set to: %s\n", args[0])
}
case "port":
if len(args) == 0 {
fmt.Printf("Current port: %d\n", c.client.HTTPClient.Port)
} else {
port, err := strconv.Atoi(args[0])
if err != nil {
return fmt.Errorf("invalid port number: %s", args[0])
}
if port < 1 || port > 65535 {
return fmt.Errorf("port must be between 1 and 65535")
}
c.client.HTTPClient.Port = port
fmt.Printf("Port set to: %d\n", port)
}
case "status":
fmt.Printf("Server: %s:%d (mode: %s)\n", c.client.HTTPClient.Host, c.client.HTTPClient.Port, c.client.ServerType)
default:
return fmt.Errorf("unknown meta command: \\%s", command)
}
return nil
}
func (c *CLI) printHelp() {
help := `
RAGFlow CLI Help
================
Meta Commands:
\admin - Switch to ADMIN mode (port 9381)
\user - Switch to USER mode (port 9380)
\host [ip] - Show or set server host (default: 127.0.0.1)
\port [num] - Show or set server port (default: 9380 for user, 9381 for admin)
\status - Show current connection status
\? or \h - Show this help
\q or \quit - Exit CLI
\c or \clear - Clear screen
Commands (User Mode):
LOGIN USER 'email'; - Login as user
LOGIN USER 'email' PASSWORD 'pwd'; - Login as user with password
REGISTER USER 'name' AS 'nickname' PASSWORD 'pwd'; - Register new user
SHOW VERSION; - Show version info
PING; - Ping server
LIST DATASETS; - List user datasets
LIST AGENTS; - List user agents
LIST CHATS; - List user chats
LIST MODEL PROVIDERS; - List model providers
LIST DEFAULT MODELS; - List default models
LIST TOKENS; - List API tokens
LIST PROVIDERS; - List available LLM providers
CREATE TOKEN; - Create new API token
ADD PROVIDER 'name'; - Create a provider without API key
ADD PROVIDER 'name' 'api_key'; - Create a provider with API key
DROP TOKEN 'token_value'; - Delete an API token
DELETE PROVIDER 'name'; - Delete a provider
SET TOKEN 'token_value'; - Set and validate API token
SHOW TOKEN; - Show current API token
SHOW PROVIDER 'name'; - Show provider details
SHOW CURRENT MODEL; - Show current model settings
UNSET TOKEN; - Remove current API token
ALTER PROVIDER 'name' NAME 'new_name'; - Rename a provider
USE MODEL 'provider/instance/model'; - Set current model for chat
CHAT 'message'; - Chat using current model
CHAT 'provider/instance/model' 'message'; - Chat with specified model
Filesystem Commands (no quotes):
ls [path] - List resources
e.g., ls - List root (providers and folders)
e.g., ls datasets - List all datasets
e.g., ls datasets/kb1 - Show dataset info
e.g., ls myfolder - List files in 'myfolder' (file_manager)
list [path] - Same as ls
search [options] - Search resources in datasets
Use 'search -h' for detailed options
cat <path> - Show file content
e.g., cat files/docs/file.txt - Show file content
Note: cat datasets or cat datasets/kb1 will error
Examples:
ragflow_cli -f rf.yml "LIST USERS" # SQL mode (with quotes)
ragflow_cli -f rf.yml ls datasets # Filesystem mode (no quotes)
ragflow_cli -f rf.yml ls files # List files in root
ragflow_cli -f rf.yml cat datasets # Error: datasets is a directory
ragflow_cli -f rf.yml ls files/myfolder # List folder contents
For more information, see documentation.
`
fmt.Println(help)
}
// Cleanup performs cleanup before exit
func (c *CLI) Cleanup() {
// Close liner to restore terminal settings
if c.line != nil {
c.line.Close()
}
}
// RunInteractive runs the CLI in interactive mode
func RunInteractive() error {
cli, err := NewCLI()
if err != nil {
return fmt.Errorf("failed to create CLI: %v", err)
}
// Handle interrupt signal
sigChan := make(chan os.Signal, 1)
signal.Notify(sigChan, syscall.SIGINT, syscall.SIGTERM)
go func() {
<-sigChan
cli.Cleanup()
os.Exit(0)
}()
return cli.Run()
}
// RunSingleCommand executes a single command and exits
func (c *CLI) RunSingleCommand(command *string) error {
// Ensure cleanup is called on exit to restore terminal settings
defer c.Cleanup()
// Execute the command
if err := c.execute(*command); err != nil {
return err
}
return nil
}
// VerifyAuth verifies authentication if needed
func (c *CLI) VerifyAuth() error {
if c.args == nil {
return nil
}
// If API token is provided, use it for authentication
if c.args.APIToken != "" {
// TODO: Implement API token authentication
return nil
}
// Otherwise, use username/password authentication
if c.args.UserName == "" {
return fmt.Errorf("username is required")
}
if c.args.Password == "" {
return fmt.Errorf("password is required")
}
// Create login command with username and password
cmd := NewCommand("login_user")
cmd.Params["email"] = c.args.UserName
cmd.Params["password"] = c.args.Password
_, err := c.client.ExecuteCommand(cmd)
return err
}
// isBinaryContent checks if content is binary (contains null bytes or invalid UTF-8)
func isBinaryContent(content []byte) bool {
// Check for null bytes (binary file indicator)
for _, b := range content {
if b == 0 {
return true
}
}
// Check valid UTF-8
return !utf8.Valid(content)
}
// SearchCommandOptions holds parsed search command options
type SearchCommandOptions struct {
Query string
TopK int
Threshold float64
Dirs []string
}
// ListCommandOptions holds parsed list command options
type ListCommandOptions struct {
Path string
Limit int
}
// parseSearchCommandArgs parses search command arguments
// Format: search <query> [path] [-n number]
//
// search -h|--help (shows help)
func parseSearchCommandArgs(args []string) (*SearchCommandOptions, error) {
opts := &SearchCommandOptions{
TopK: 10,
Threshold: 0.2,
Dirs: []string{},
}
// Check for help flag
for _, arg := range args {
if arg == "-h" || arg == "--help" {
printSearchHelp()
return nil, nil
}
}
// Parse arguments
// Format: search <query> [path] [-n number]
i := 0
for i < len(args) {
arg := args[i]
// Handle -n flag for number of results
if arg == "-n" || arg == "--number" {
if i+1 >= len(args) {
return nil, fmt.Errorf("missing value for %s flag", arg)
}
topK, err := strconv.Atoi(args[i+1])
if err != nil {
return nil, fmt.Errorf("invalid number value: %s", args[i+1])
}
opts.TopK = topK
i += 2
continue
}
// If it starts with -, it's an unknown flag
if strings.HasPrefix(arg, "-") {
return nil, fmt.Errorf("unknown flag: %s", arg)
}
// Non-flag arguments: first is query, second is path
if opts.Query == "" {
opts.Query = arg
} else if len(opts.Dirs) == 0 {
opts.Dirs = append(opts.Dirs, arg)
}
i++
}
// Validate required parameters
if opts.Query == "" {
return nil, fmt.Errorf("query is required")
}
// If no path specified, default to "datasets"
if len(opts.Dirs) == 0 {
opts.Dirs = []string{"datasets"}
}
return opts, nil
}
// printSearchHelp prints help for the search command
func printSearchHelp() {
help := `Search command usage: search <query> [path] [-n number]
Search for content in datasets or skills.
Arguments:
<query> Search query (required)
Example: "machine learning"
[path] Path to search in (default: datasets)
Supports:
- 'datasets' (all datasets)
- 'datasets/<kb_name>' (specific dataset)
- 'skills' (default skill space)
- 'skills/<space_name>' (specific skill space)
Example: skills/space1
Options:
-n, --number <num> Number of results to return (default: 10)
Example: -n 20
-h, --help Show this help message
Output:
Default output format is JSON. Use --output plain or --output table for other formats.
Examples:
search "neural networks" # Search all datasets
search "AI" datasets/kb1 # Search in kb1
search "RAG" skills/space1 -n 20 # Search skills in hub1, return 20 results
search "data processing" skills # Search skills (default space)
`
fmt.Println(help)
}
// printListHelp prints help for the list/ls command
func printListHelp() {
help := `List command usage: ls [path] [options]
List contents of a path in the context filesystem.
Arguments:
[path] Path to list (default: root - shows all providers and folders)
Examples: datasets, datasets/kb1, myfolder
Options:
-n, --limit <number> Maximum number of items to display (default: 10)
Example: -n 20
-h, --help Show this help message
Examples:
ls # List root (all providers and file_manager folders)
ls datasets # List all datasets
ls datasets/kb1 # List files in kb1 dataset (default 10 items)
ls myfolder # List files in file_manager folder 'myfolder'
ls -n 5 # List 5 items at root
`
fmt.Println(help)
}
// parseListCommandArgs parses list/ls command arguments
// Format: ls [path] [-n limit] [-h|--help]
func parseListCommandArgs(args []string) (*ListCommandOptions, error) {
opts := &ListCommandOptions{
Path: "", // Empty path means list root (all providers and file_manager folders)
Limit: 10,
}
// Check for help flag
for _, arg := range args {
if arg == "-h" || arg == "--help" {
printListHelp()
return nil, nil
}
}
// Parse arguments
i := 0
for i < len(args) {
arg := args[i]
switch arg {
case "-n", "--limit":
if i+1 >= len(args) {
return nil, fmt.Errorf("missing value for %s flag", arg)
}
limit, err := strconv.Atoi(args[i+1])
if err != nil {
return nil, fmt.Errorf("invalid limit value: %s", args[i+1])
}
opts.Limit = limit
i += 2
default:
// If it doesn't start with -, treat as path
if !strings.HasPrefix(arg, "-") {
opts.Path = arg
} else {
return nil, fmt.Errorf("unknown flag: %s", arg)
}
i++
}
}
return opts, nil
}