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8 changed files with 150 additions and 321 deletions

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@ -14,7 +14,6 @@
system prompt, rather than having them in the conversation messages)
- [ ] Agents may have some form of long term memory management (key-value?
natural lang?).
- [ ] Sandboxed python, js interpreter (both useful for different reasons)
- [ ] Support for arbitrary external script tools
- [ ] Search - RAG driven search of existing conversation "hey, remind me of
the conversation we had six months ago about X")

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@ -0,0 +1,133 @@
package toolbox
import (
"fmt"
"os"
"strings"
toolutil "git.mlow.ca/mlow/lmcli/pkg/agents/toolbox/util"
"git.mlow.ca/mlow/lmcli/pkg/api"
)
const FILE_REPLACE_LINES_DESCRIPTION = `Replace or remove a range of lines within a file, must specify path.
Useful for re-writing snippets/blocks of code or entire functions.
Plan your edits carefully and ensure any new content matches the flow and indentation of surrounding text.`
var FileReplaceLinesTool = api.ToolSpec{
Name: "file_replace_lines",
Description: FILE_REPLACE_LINES_DESCRIPTION,
Parameters: []api.ToolParameter{
{
Name: "path",
Type: "string",
Description: "Path of the file to be modified, relative to the current working directory.",
Required: true,
},
{
Name: "start_line",
Type: "integer",
Description: `Line number which specifies the start of the replacement range (inclusive).`,
Required: true,
},
{
Name: "end_line",
Type: "integer",
Description: `Line number which specifies the end of the replacement range (inclusive). If unset, range extends to end of file.`,
},
{
Name: "content",
Type: "string",
Description: `Content to replace specified range. Omit to remove the specified range.`,
},
},
Impl: func(tool *api.ToolSpec, args map[string]interface{}) (string, error) {
tmp, ok := args["path"]
if !ok {
return "", fmt.Errorf("path parameter to write_file was not included.")
}
path, ok := tmp.(string)
if !ok {
return "", fmt.Errorf("Invalid path in function arguments: %v", tmp)
}
var start_line int
tmp, ok = args["start_line"]
if ok {
tmp, ok := tmp.(float64)
if !ok {
return "", fmt.Errorf("Invalid start_line in function arguments: %v", tmp)
}
start_line = int(tmp)
}
var end_line int
tmp, ok = args["end_line"]
if ok {
tmp, ok := tmp.(float64)
if !ok {
return "", fmt.Errorf("Invalid end_line in function arguments: %v", tmp)
}
end_line = int(tmp)
}
var content string
tmp, ok = args["content"]
if ok {
content, ok = tmp.(string)
if !ok {
return "", fmt.Errorf("Invalid content in function arguments: %v", tmp)
}
}
result := fileReplaceLines(path, start_line, end_line, content)
ret, err := result.ToJson()
if err != nil {
return "", fmt.Errorf("Could not serialize result: %v", err)
}
return ret, nil
},
}
func fileReplaceLines(path string, startLine int, endLine int, content string) api.CallResult {
ok, reason := toolutil.IsPathWithinCWD(path)
if !ok {
return api.CallResult{Message: reason}
}
// Read the existing file's content
data, err := os.ReadFile(path)
if err != nil {
if !os.IsNotExist(err) {
return api.CallResult{Message: fmt.Sprintf("Could not read path: %s", err.Error())}
}
_, err = os.Create(path)
if err != nil {
return api.CallResult{Message: fmt.Sprintf("Could not create new file: %s", err.Error())}
}
data = []byte{}
}
if startLine < 1 {
return api.CallResult{Message: "start_line cannot be less than 1"}
}
lines := strings.Split(string(data), "\n")
contentLines := strings.Split(strings.Trim(content, "\n"), "\n")
if endLine == 0 || endLine > len(lines) {
endLine = len(lines)
}
before := lines[:startLine-1]
after := lines[endLine:]
lines = append(before, append(contentLines, after...)...)
newContent := strings.Join(lines, "\n")
// Join the lines and write back to the file
err = os.WriteFile(path, []byte(newContent), 0644)
if err != nil {
return api.CallResult{Message: fmt.Sprintf("Could not write to path: %s", err.Error())}
}
return api.CallResult{Result: newContent}
}

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@ -1,178 +0,0 @@
package toolbox
import (
"fmt"
"os"
"strings"
"git.mlow.ca/mlow/lmcli/pkg/agents/toolbox/util"
toolutil "git.mlow.ca/mlow/lmcli/pkg/agents/toolbox/util"
"git.mlow.ca/mlow/lmcli/pkg/api"
)
var MODIFY_FILE_DESCRIPTION = []string{
"Modify a file. If the file does not exist, it will be created.",
"",
"Content can be either inserted, replaced, or removed through a combination of the start, stop, and content parameters.",
"Use the start and stop line numbers to limit the range of modification to the file.",
"If both `start` and `stop` are left unset (or set to 0), the entire file's contents will be updated.",
"If `start` is set to n and `stop` to n+1, content will be inserted at line n (the content that was at line n will be shifted below the newly inserted content).",
"If only `start` is set, content from the given line and onwards will be updated.",
"If only `stop` is set, content up to but not including the given line will be updated.",
"",
"Examples:",
"1. Append to a file:",
" {\"path\": \"example.txt\", \"start\": <last_line_number + 1>, \"content\": \"New content to append\"}",
"",
"2. Insert at a specific line:",
" {\"path\": \"example.txt\", \"start\": 5, \"stop\": 5, \"content\": \"New line inserted above the previous line 5\"}",
"",
"3. Replace a range of lines:",
" {\"path\": \"example.txt\", \"start\": 3, \"stop\": 7, \"content\": \"New content replacing lines 3-7\"}",
"",
"4. Remove a range of lines:",
" {\"path\": \"example.txt\", \"start\": 2, \"stop\": 5}",
"",
"5. Replace entire file contents:",
" {\"path\": \"example.txt\", \"content\": \"New file contents\"}",
"",
"6. Update from a specific line to the end of the file:",
" {\"path\": \"example.txt\", \"start\": 10, \"content\": \"New content from line 10 onwards\"}",
"",
"7. Update from the beginning of the file to a specific line:",
" {\"path\": \"example.txt\", \"stop\": 6, \"content\": \"New content for first 5 lines\"}",
"",
"Note: Always use specific line numbers based on the current file content. Avoid using arbitrarily large numbers for start or stop.",
}
var ModifyFile = api.ToolSpec{
Name: "modify_file",
Description: strings.Join(MODIFY_FILE_DESCRIPTION, "\n"),
Parameters: []api.ToolParameter{
{
Name: "path",
Type: "string",
Description: "Path of the file to be modified, relative to the current working directory.",
Required: true,
},
{
Name: "start",
Type: "integer",
Description: `Start line of the range to modify (inclusive). If omitted, the beginning of the file is implied.`,
},
{
Name: "stop",
Type: "integer",
Description: `End line of the range to modify (inclusive). If omitted, the end of the file is implied.`,
},
{
Name: "content",
Type: "string",
Description: "Content to insert/replace at the range defined by `start` and `stop`. If omitted, the range is removed.",
},
},
Impl: func(tool *api.ToolSpec, args map[string]interface{}) (string, error) {
tmp, ok := args["path"]
if !ok {
return "", fmt.Errorf("path parameter to modify_file was not included.")
}
path, ok := tmp.(string)
if !ok {
return "", fmt.Errorf("Invalid path in function arguments: %v", tmp)
}
var start int
tmp, ok = args["start"]
if ok {
tmp, ok := tmp.(float64)
if !ok {
return "", fmt.Errorf("Invalid start in function arguments: %v", tmp)
}
start = int(tmp)
}
var stop int
tmp, ok = args["stop"]
if ok {
tmp, ok := tmp.(float64)
if !ok {
return "", fmt.Errorf("Invalid stop in function arguments: %v", tmp)
}
stop = int(tmp)
}
var content string
tmp, ok = args["content"]
if ok {
content, ok = tmp.(string)
if !ok {
return "", fmt.Errorf("Invalid content in function arguments: %v", tmp)
}
}
result := fileModifyContents(path, start, stop, content)
ret, err := result.ToJson()
if err != nil {
return "", fmt.Errorf("Could not serialize result: %v", err)
}
return ret, nil
},
}
func fileModifyContents(path string, startLine int, stopLine int, content string) api.CallResult {
ok, reason := toolutil.IsPathWithinCWD(path)
if !ok {
return api.CallResult{Message: reason}
}
// Read the existing file's content
data, err := os.ReadFile(path)
if err != nil {
if !os.IsNotExist(err) {
return api.CallResult{Message: fmt.Sprintf("Could not read path: %s", err.Error())}
}
_, err = os.Create(path)
if err != nil {
return api.CallResult{Message: fmt.Sprintf("Could not create new file: %s", err.Error())}
}
data = []byte{}
}
lines := strings.Split(string(data), "\n")
contentLines := strings.Split(strings.TrimSuffix(content, "\n"), "\n")
// If both start and stop are unset, update the entire file
if startLine == 0 && stopLine == 0 {
lines = contentLines
} else {
if startLine < 1 {
startLine = 1
}
if stopLine == 0 || stopLine > len(lines) {
stopLine = len(lines)
}
before := lines[:startLine-1]
after := lines[stopLine:]
// Handle insertion case
if startLine == stopLine {
lines = append(before, append(contentLines, lines[startLine-1:]...)...)
} else {
// If content is omitted, remove the specified range
if content == "" {
lines = append(before, after...)
} else {
lines = append(before, append(contentLines, after...)...)
}
}
}
newContent := strings.Join(lines, "\n")
// Write back to the file
err = os.WriteFile(path, []byte(newContent), 0644)
if err != nil {
return api.CallResult{Message: fmt.Sprintf("Could not write to path: %s", err.Error())}
}
return api.CallResult{Result: util.AddLineNumbers(newContent)}
}

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@ -3,6 +3,7 @@ package toolbox
import (
"fmt"
"os"
"strings"
toolutil "git.mlow.ca/mlow/lmcli/pkg/agents/toolbox/util"
"git.mlow.ca/mlow/lmcli/pkg/api"
@ -59,7 +60,14 @@ func readFile(path string) api.CallResult {
if err != nil {
return api.CallResult{Message: fmt.Sprintf("Could not read path: %s", err.Error())}
}
lines := strings.Split(string(data), "\n")
content := strings.Builder{}
for i, line := range lines {
content.WriteString(fmt.Sprintf("%d\t%s\n", i+1, line))
}
return api.CallResult{
Result: toolutil.AddLineNumbers(string(data)),
Result: content.String(),
}
}

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@ -65,14 +65,3 @@ func IsPathWithinCWD(path string) (bool, string) {
}
return true, ""
}
// AddLineNumbers takes a string of content and returns a new string with line
// numbers prefixed
func AddLineNumbers(content string) string {
lines := strings.Split(strings.TrimSuffix(content, "\n"), "\n")
result := strings.Builder{}
for i, line := range lines {
result.WriteString(fmt.Sprintf("%d\t%s\n", i+1, line))
}
return result.String()
}

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@ -11,8 +11,9 @@ var AvailableTools map[string]api.ToolSpec = map[string]api.ToolSpec{
"dir_tree": toolbox.DirTreeTool,
"read_dir": toolbox.ReadDirTool,
"read_file": toolbox.ReadFileTool,
"modify_file": toolbox.ModifyFile,
"write_file": toolbox.WriteFileTool,
"file_insert_lines": toolbox.FileInsertLinesTool,
"file_replace_lines": toolbox.FileReplaceLinesTool,
}
func ExecuteToolCalls(calls []api.ToolCall, available []api.ToolSpec) ([]api.ToolResult, error) {

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@ -1,67 +0,0 @@
package bubbles
import (
tea "github.com/charmbracelet/bubbletea"
"github.com/charmbracelet/lipgloss"
)
type ConfirmPrompt struct {
Question string
Style lipgloss.Style
Payload interface{}
value bool
answered bool
focused bool
}
func NewConfirmPrompt(question string, payload interface{}) ConfirmPrompt {
return ConfirmPrompt{
Question: question,
Style: lipgloss.NewStyle(),
Payload: payload,
focused: true, // focus by default
}
}
type MsgConfirmPromptAnswered struct {
Value bool
Payload interface{}
}
func (b ConfirmPrompt) Update(msg tea.Msg) (ConfirmPrompt, tea.Cmd) {
switch msg := msg.(type) {
case tea.KeyMsg:
if !b.focused || b.answered {
return b, nil
}
switch msg.String() {
case "y", "Y":
b.value = true
b.answered = true
b.focused = false
return b, func() tea.Msg { return MsgConfirmPromptAnswered{true, b.Payload} }
case "n", "N", "esc":
b.value = false
b.answered = true
b.focused = false
return b, func() tea.Msg { return MsgConfirmPromptAnswered{false, b.Payload} }
}
}
return b, nil
}
func (b ConfirmPrompt) View() string {
return b.Style.Render(b.Question) + lipgloss.NewStyle().Faint(true).Render(" (y/n)")
}
func (b *ConfirmPrompt) Focus() {
b.focused = true
}
func (b *ConfirmPrompt) Blur() {
b.focused = false
}
func (b ConfirmPrompt) Focused() bool {
return b.focused
}

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@ -6,7 +6,6 @@ import (
"time"
"git.mlow.ca/mlow/lmcli/pkg/api"
"git.mlow.ca/mlow/lmcli/pkg/tui/bubbles"
"git.mlow.ca/mlow/lmcli/pkg/tui/shared"
"git.mlow.ca/mlow/lmcli/pkg/tui/styles"
tuiutil "git.mlow.ca/mlow/lmcli/pkg/tui/util"
@ -26,13 +25,6 @@ type (
msgConversationsLoaded ([]loadedConversation)
// sent when a conversation is selected
msgConversationSelected api.Conversation
// sent when a conversation is deleted
msgConversationDeleted struct{}
)
// Prompt payloads
type (
deleteConversationPayload api.Conversation
)
type Model struct {
@ -44,8 +36,6 @@ type Model struct {
itemOffsets []int // keeps track of the viewport y offset of each rendered item
content viewport.Model
confirmPrompt bubbles.ConfirmPrompt
}
func Conversations(shared shared.Shared) Model {
@ -57,14 +47,6 @@ func Conversations(shared shared.Shared) Model {
}
func (m *Model) HandleInput(msg tea.KeyMsg) (bool, tea.Cmd) {
if m.confirmPrompt.Focused() {
var cmd tea.Cmd
m.confirmPrompt, cmd = m.confirmPrompt.Update(msg)
if cmd != nil {
return true, cmd
}
}
switch msg.String() {
case "enter":
if len(m.conversations) > 0 && m.cursor < len(m.conversations) {
@ -107,20 +89,7 @@ func (m *Model) HandleInput(msg tea.KeyMsg) (bool, tea.Cmd) {
case "n":
// new conversation
case "d":
if !m.confirmPrompt.Focused() && len(m.conversations) > 0 && m.cursor < len(m.conversations) {
title := m.conversations[m.cursor].conv.Title
if title == "" {
title = "(untitled)"
}
m.confirmPrompt = bubbles.NewConfirmPrompt(
fmt.Sprintf("Delete '%s'?", title),
deleteConversationPayload(m.conversations[m.cursor].conv),
)
m.confirmPrompt.Style = lipgloss.NewStyle().
Bold(true).
Foreground(lipgloss.Color("3"))
return true, nil
}
// show prompt to delete conversation
case "c":
// copy/clone conversation
case "r":
@ -151,23 +120,12 @@ func (m Model) Update(msg tea.Msg) (Model, tea.Cmd) {
m.content.SetContent(m.renderConversationList())
case msgConversationsLoaded:
m.conversations = msg
m.cursor = max(0, min(len(m.conversations), m.cursor))
m.content.SetContent(m.renderConversationList())
case msgConversationSelected:
m.Values.ConvShortname = msg.ShortName.String
cmds = append(cmds, func() tea.Msg {
return shared.MsgViewChange(shared.StateChat)
})
case bubbles.MsgConfirmPromptAnswered:
m.confirmPrompt.Blur()
if msg.Value {
switch payload := msg.Payload.(type) {
case deleteConversationPayload:
cmds = append(cmds, m.deleteConversation(api.Conversation(payload)))
}
}
case msgConversationDeleted:
cmds = append(cmds, m.loadConversations())
}
var cmd tea.Cmd
@ -177,12 +135,8 @@ func (m Model) Update(msg tea.Msg) (Model, tea.Cmd) {
}
if m.Width > 0 {
wrap := lipgloss.NewStyle().Width(m.Width)
m.Header = m.headerView()
m.Footer = "" // TODO: "Press ? for help"
if m.confirmPrompt.Focused() {
m.Footer = wrap.Render(m.confirmPrompt.View())
}
m.Footer = "" // TODO: show /something/
m.Error = tuiutil.ErrorBanner(m.Err, m.Width)
fixedHeight := tuiutil.Height(m.Header) + tuiutil.Height(m.Error) + tuiutil.Height(m.Footer)
m.content.Height = m.Height - fixedHeight
@ -208,16 +162,6 @@ func (m *Model) loadConversations() tea.Cmd {
}
}
func (m *Model) deleteConversation(conv api.Conversation) tea.Cmd {
return func() tea.Msg {
err := m.Ctx.Store.DeleteConversation(&conv)
if err != nil {
return shared.MsgError(fmt.Errorf("Could not delete conversation: %v", err))
}
return msgConversationDeleted{}
}
}
func (m Model) View() string {
if m.Width == 0 {
return ""