1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
|
package main
import (
"bufio"
"bytes"
"elefant/models"
"encoding/json"
"fmt"
"io"
"log/slog"
"net/http"
"os"
"path"
"strings"
"time"
"github.com/rivo/tview"
)
var httpClient = http.Client{
Timeout: time.Second * 20,
}
var (
logger *slog.Logger
APIURL = "http://localhost:8080/v1/chat/completions"
DB = map[string]map[string]any{}
userRole = "user"
assistantRole = "assistant"
toolRole = "tool"
assistantIcon = "<🤖>: "
userIcon = "<user>: "
historyDir = "./history/"
// TODO: pass as an cli arg
showSystemMsgs bool
chatFileLoaded string
chunkChan = make(chan string, 10)
streamDone = make(chan bool, 1)
chatBody *models.ChatBody
defaultFirstMsg = "Hello! What can I do for you?"
defaultStarter = []models.MessagesStory{
{Role: "system", Content: systemMsg},
{Role: assistantRole, Content: defaultFirstMsg},
}
systemMsg = `You're a helpful assistant.
# Tools
You can do functions call if needed.
Your current tools:
<tools>
{
"name":"get_id",
"args": "username"
}
</tools>
To make a function call return a json object within __tool_call__ tags;
Example:
__tool_call__
{
"name":"get_id",
"args": "Adam"
}
__tool_call___
When making function call avoid typing anything else. 'tool' user will respond with the results of the call.
After that you are free to respond to the user.
`
)
// predifine funcs
func getUserDetails(id ...string) map[string]any {
// db query
// return DB[id[0]]
return map[string]any{
"username": "fm11",
"id": 24983,
"reputation": 911,
"balance": 214.73,
}
}
type fnSig func(...string) map[string]any
var fnMap = map[string]fnSig{
"get_id": getUserDetails,
}
// ====
func getUserInput(userPrompt string) string {
// fmt.Printf("<🤖>: %s\n<user>:", botMsg)
fmt.Printf(userPrompt)
reader := bufio.NewReader(os.Stdin)
line, err := reader.ReadString('\n')
if err != nil {
panic(err) // think about it
}
// fmt.Printf("read line: %s-\n", line)
return line
}
func formMsg(chatBody *models.ChatBody, newMsg, role string) io.Reader {
if newMsg != "" { // otherwise let the bot continue
newMsg := models.MessagesStory{Role: role, Content: newMsg}
chatBody.Messages = append(chatBody.Messages, newMsg)
}
data, err := json.Marshal(chatBody)
if err != nil {
panic(err)
}
return bytes.NewReader(data)
}
// func sendMsgToLLM(body io.Reader) (*models.LLMRespChunk, error) {
func sendMsgToLLM(body io.Reader) (any, error) {
resp, err := httpClient.Post(APIURL, "application/json", body)
if err != nil {
logger.Error("llamacpp api", "error", err)
return nil, err
}
llmResp := []models.LLMRespChunk{}
// chunkChan <- assistantIcon
reader := bufio.NewReader(resp.Body)
counter := 0
for {
llmchunk := models.LLMRespChunk{}
if counter > 2000 {
streamDone <- true
break
}
line, err := reader.ReadBytes('\n')
if err != nil {
streamDone <- true
panic(err)
}
// logger.Info("linecheck", "line", string(line), "len", len(line), "counter", counter)
if len(line) <= 1 {
continue // skip \n
}
// starts with -> data:
line = line[6:]
if err := json.Unmarshal(line, &llmchunk); err != nil {
logger.Error("failed to decode", "error", err, "line", string(line))
streamDone <- true
return nil, err
}
llmResp = append(llmResp, llmchunk)
logger.Info("streamview", "chunk", llmchunk)
// if llmchunk.Choices[len(llmchunk.Choices)-1].FinishReason != "chat.completion.chunk" {
if llmchunk.Choices[len(llmchunk.Choices)-1].FinishReason == "stop" {
streamDone <- true
// last chunk
break
}
counter++
// bot sends way too many \n
answerText := strings.ReplaceAll(llmchunk.Choices[0].Delta.Content, "\n\n", "\n")
chunkChan <- answerText
}
return llmResp, nil
}
func chatRound(userMsg, role string, tv *tview.TextView) {
botRespMode = true
reader := formMsg(chatBody, userMsg, role)
go sendMsgToLLM(reader)
fmt.Fprintf(tv, fmt.Sprintf("(%d) ", len(chatBody.Messages)))
fmt.Fprintf(tv, assistantIcon)
respText := strings.Builder{}
out:
for {
select {
case chunk := <-chunkChan:
// fmt.Printf(chunk)
fmt.Fprintf(tv, chunk)
respText.WriteString(chunk)
tv.ScrollToEnd()
case <-streamDone:
break out
}
}
botRespMode = false
chatBody.Messages = append(chatBody.Messages, models.MessagesStory{
Role: assistantRole, Content: respText.String(),
})
// bot msg is done;
// now check it for func call
logChat(chatFileLoaded, chatBody.Messages)
findCall(respText.String(), tv)
}
func logChat(fname string, msgs []models.MessagesStory) {
data, err := json.MarshalIndent(msgs, "", " ")
if err != nil {
logger.Error("failed to marshal", "error", err)
}
if err := os.WriteFile(fname, data, 0666); err != nil {
logger.Error("failed to write log", "error", err)
}
}
func findCall(msg string, tv *tview.TextView) {
prefix := "__tool_call__\n"
suffix := "\n__tool_call__"
fc := models.FuncCall{}
if !strings.HasPrefix(msg, prefix) ||
!strings.HasSuffix(msg, suffix) {
return
}
jsStr := strings.TrimSuffix(strings.TrimPrefix(msg, prefix), suffix)
if err := json.Unmarshal([]byte(jsStr), &fc); err != nil {
logger.Error("failed to unmarshal tool call", "error", err)
return
// panic(err)
}
// call a func
f, ok := fnMap[fc.Name]
if !ok {
m := fmt.Sprintf("%s is not implemented", fc.Name)
chatRound(m, toolRole, tv)
return
}
resp := f(fc.Args)
toolMsg := fmt.Sprintf("tool response: %+v", resp)
// reader := formMsg(chatBody, toolMsg, toolRole)
// sendMsgToLLM()
chatRound(toolMsg, toolRole, tv)
// return func result to the llm
}
func listHistoryFiles(dir string) ([]string, error) {
files, err := os.ReadDir(dir)
if err != nil {
logger.Error("failed to readdir", "error", err)
return nil, err
}
resp := make([]string, len(files))
for i, f := range files {
resp[i] = path.Join(dir, f.Name())
}
return resp, nil
}
func findLatestChat(dir string) string {
files, err := listHistoryFiles(dir)
if err != nil {
panic(err)
}
var (
latestF string
newestTime int64
)
logger.Info("filelist", "list", files)
for _, fn := range files {
fi, err := os.Stat(fn)
if err != nil {
logger.Error("failed to get stat", "error", err, "name", fn)
panic(err)
}
currTime := fi.ModTime().Unix()
if currTime > newestTime {
newestTime = currTime
latestF = fn
}
}
return latestF
}
func readHistoryChat(fn string) ([]models.MessagesStory, error) {
content, err := os.ReadFile(fn)
if err != nil {
logger.Error("failed to read file", "error", err, "name", fn)
return nil, err
}
resp := []models.MessagesStory{}
if err := json.Unmarshal(content, &resp); err != nil {
logger.Error("failed to unmarshal", "error", err, "name", fn)
return nil, err
}
chatFileLoaded = fn
return resp, nil
}
func loadOldChatOrGetNew(fns ...string) []models.MessagesStory {
// find last chat
fn := findLatestChat(historyDir)
if len(fns) > 0 {
fn = fns[0]
}
logger.Info("reading history from file", "filename", fn)
history, err := readHistoryChat(fn)
if err != nil {
logger.Warn("faield to load history chat", "error", err)
return defaultStarter
}
return history
}
func chatToTextSlice(showSys bool) []string {
resp := make([]string, len(chatBody.Messages))
for i, msg := range chatBody.Messages {
if !showSys && (msg.Role != assistantRole && msg.Role != userRole) {
continue
}
resp[i] = msg.ToText(i)
}
return resp
}
func chatToText(showSys bool) string {
s := chatToTextSlice(showSys)
return strings.Join(s, "")
}
func textToChat(chat []string) []models.MessagesStory {
resp := make([]models.MessagesStory, len(chat))
for i, rawMsg := range chat {
// trim icon
var (
role string
msg string
)
// system and tool?
if strings.HasPrefix(rawMsg, assistantIcon) {
role = assistantRole
msg = strings.TrimPrefix(rawMsg, assistantIcon)
goto messagebuild
}
if strings.HasPrefix(rawMsg, userIcon) {
role = assistantRole
msg = strings.TrimPrefix(rawMsg, userIcon)
goto messagebuild
}
messagebuild:
resp[i].Role = role
resp[i].Content = msg
}
return resp
}
func init() {
file, err := os.OpenFile("log.txt", os.O_APPEND|os.O_CREATE|os.O_WRONLY, 0644)
if err != nil {
panic(err)
}
// defer file.Close()
logger = slog.New(slog.NewTextHandler(file, nil))
logger.Info("test msg")
// https://github.com/coreydaley/ggerganov-llama.cpp/blob/master/examples/server/README.md
lastChat := loadOldChatOrGetNew()
logger.Info("loaded history", "chat", lastChat)
chatBody = &models.ChatBody{
Model: "modl_name",
Stream: true,
Messages: lastChat,
}
}
|