update
Browse files- app.py +34 -19
- bak/app3.py +517 -0
- sample_data/ๆกๅคช้ใใใใ.txt +163 -0
app.py
CHANGED
@@ -28,9 +28,10 @@ MAX_TRIAL = 30 # ใกใใปใผใธๅๅพๆๅคง่ฉฆ่กๆฐ
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INTER_SEC = 3 # ่ฉฆ่ก้้๏ผ็ง๏ผ
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# ใตใณใใซ็จๆ
ๅ ฑ
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-
examples = ["sample_data/ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv", "sample_data/็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv"]
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example_toid = {"ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv" : "file-GOEk4X4WpU5gBJAuHCMtiJrn"
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-
, "็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv" : "file-YAFPMMqG3Zl5DRx5hTLjCfFa"
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# file_id = "file-0Ly64DA2jzE9mOFYayOKJJK0"
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# file_id = "file-aVnVcpEVpsy77xQ8SlTp1WoX" # ใฉใค้บฆ
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@@ -271,7 +272,7 @@ def bot(state, history, file_id):
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order="asc"
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)
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-
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# print(messages.data)
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msg_log = client.beta.threads.messages.list(
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@@ -319,9 +320,12 @@ def bot(state, history, file_id):
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history = history + [[None, res_text]]
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else:
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-
#
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res_text = cont_dict["text"].get("value")
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# ๆณจ้๏ผๅ็
งใใกใคใซ๏ผใใใใๅ ดๅๅๅพ
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@@ -355,25 +359,29 @@ def bot(state, history, file_id):
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if res_text != "":
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-
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-
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-
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-
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# ๅฎไบใชใ็ตไบ
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if run.status == "completed":
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if not code_mode:
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break
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else:
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@@ -398,17 +406,24 @@ def bot(state, history, file_id):
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break
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-
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# ใจใฉใผใจใใฆ็ตไบ
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err_msg = "โปใกใใปใผใธๅๅพใซๅคฑๆใใพใใใ"
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-
return history, image_file, ant_file, err_msg
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-
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# ใจใฉใผใจใใฆ็ตไบ
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err_msg = "โปใกใใปใผใธๅๅพใฎ้ใซใฟใคใ ใขใฆใใใพใใใ"
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-
return history, image_file, ant_file, err_msg
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def get_code(run_steps):
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@@ -462,7 +477,7 @@ with gr.Blocks() as demo:
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state = gr.State({
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"system_prompt": SYS_PROMPT_DEFAULT,
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"openai_key" : None,
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-
"code_mode" :
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"client" : None,
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"assistant_id" : None,
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"thread_id" : None,
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@@ -514,4 +529,4 @@ with gr.Blocks() as demo:
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demo.queue()
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-
demo.launch(debug=True)
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INTER_SEC = 3 # ่ฉฆ่ก้้๏ผ็ง๏ผ
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# ใตใณใใซ็จๆ
ๅ ฑ
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+
examples = ["sample_data/ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv", "sample_data/็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv", "ๆกๅคช้ใใใใ.txt"]
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example_toid = {"ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv" : "file-GOEk4X4WpU5gBJAuHCMtiJrn"
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+
, "็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv" : "file-YAFPMMqG3Zl5DRx5hTLjCfFa"
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+
, "ๆกๅคช้ใใใใ.txt" : "file-oDjAzL3G4ktwAUEkcGDCQMuQ"}
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# file_id = "file-0Ly64DA2jzE9mOFYayOKJJK0"
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# file_id = "file-aVnVcpEVpsy77xQ8SlTp1WoX" # ใฉใค้บฆ
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order="asc"
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)
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+
print(msg_id)
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# print(messages.data)
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msg_log = client.beta.threads.messages.list(
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history = history + [[None, res_text]]
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# ๆ็ตใกใใปใผใธIDๆดๆฐ
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state["last_msg_id"] = msg_id
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else:
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# ่ฟ็ญใใญในใๅๅพ
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res_text = cont_dict["text"].get("value")
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# ๆณจ้๏ผๅ็
งใใกใคใซ๏ผใใใใๅ ดๅๅๅพ
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if res_text != "":
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# Chat็ป้ขๆดๆฐ
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if history[-1][1] is not None:
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# ๆฐใใ่กใ่ฟฝๅ
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history = history + [[None, res_text]]
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else:
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history[-1][1] = res_text
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# ๆ็ตใกใใปใผใธIDๆดๆฐ
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state["last_msg_id"] = msg_id
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# yield gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
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print(run.status)
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# ๅฎไบใชใ็ตไบ
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if run.status == "completed":
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if not code_mode:
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yield gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
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break
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else:
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break
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+
elif run.status == "failed":
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# ใจใฉใผใจใใฆ็ตไบ
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err_msg = "โปใกใใปใผใธๅๅพใซๅคฑๆใใพใใใ"
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return gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
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+
elif i == MAX_TRIAL:
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# ใจใฉใผใจใใฆ็ตไบ
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err_msg = "โปใกใใปใผใธๅๅพใฎ้ใซใฟใคใ ใขใฆใใใพใใใ"
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return gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
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+
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else:
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if i > 3:
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# ไฝๆฅญไธญใจใใใใใใซใใ
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# history = history + [[None, "โฆโฆโฆ"]]
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yield gr.Chatbot(label=run.status + " (Request:" + str(i) + ")" ,value=history), image_file, ant_file, err_msg
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def get_code(run_steps):
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state = gr.State({
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"system_prompt": SYS_PROMPT_DEFAULT,
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"openai_key" : None,
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+
"code_mode" : False,
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"client" : None,
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"assistant_id" : None,
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"thread_id" : None,
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demo.queue()
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+
demo.launch(debug=True)
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bak/app3.py
ADDED
@@ -0,0 +1,517 @@
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|
1 |
+
|
2 |
+
import gradio as gr
|
3 |
+
import time
|
4 |
+
import os
|
5 |
+
import datetime
|
6 |
+
# from zoneinfo import ZoneInfo
|
7 |
+
from openai import OpenAI
|
8 |
+
|
9 |
+
from openai.types.beta.threads.runs import (
|
10 |
+
ToolCallsStepDetails,
|
11 |
+
)
|
12 |
+
|
13 |
+
# GPT็จ่จญๅฎ
|
14 |
+
SYS_PROMPT_DEFAULT = "ใใชใใฏๅช็งใชใขใทในใฟใณใใงใใ่ณชๅใใใใๅ ดๅใฏใ่ณชๅใซ็ญใใใณใผใใไฝๆใใฆๅฎ่กใใพใใๅ็ญใฏๆฅๆฌ่ชใงใ้กใใใพใใ"
|
15 |
+
DUMMY = "********************"
|
16 |
+
file_format = {".txt", ".csv", ".pdf"}
|
17 |
+
|
18 |
+
# ๅ็จฎๅบๅใใฉใซใ
|
19 |
+
IMG_FOLDER = "sample_data"
|
20 |
+
ANT_FOLDER = "sample_data"
|
21 |
+
|
22 |
+
# ๅ็จฎใกใใปใผใธ
|
23 |
+
IMG_MSG = "(็ปๅใใกใคใซใ่ฟฝๅ ใใพใใใ้ไฟกใใฟใณใฎไธใซ่กจ็คบใใใฆใใพใใ)"
|
24 |
+
ANT_MSG = "๏ผไธ้จใฎ[ๅบๅใใกใคใซ]ใซใใกใคใซใ่ฟฝๅ ใใพใใใ๏ผ"
|
25 |
+
|
26 |
+
# ๅ็จฎ่จญๅฎๅค
|
27 |
+
MAX_TRIAL = 30 # ใกใใปใผใธๅๅพๆๅคง่ฉฆ่กๆฐ
|
28 |
+
INTER_SEC = 3 # ่ฉฆ่ก้้๏ผ็ง๏ผ
|
29 |
+
|
30 |
+
# ใตใณใใซ็จๆ
ๅ ฑ
|
31 |
+
examples = ["sample_data/ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv", "sample_data/็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv"]
|
32 |
+
example_toid = {"ๆฑไบฌ้ฝๅนดๅฅไบบๅฃ.csv" : "file-GOEk4X4WpU5gBJAuHCMtiJrn"
|
33 |
+
, "็ทด้ฆฌๅบๅนด้ฝขๅฅไบบๅฃ.csv" : "file-YAFPMMqG3Zl5DRx5hTLjCfFa"}
|
34 |
+
|
35 |
+
# file_id = "file-0Ly64DA2jzE9mOFYayOKJJK0"
|
36 |
+
# file_id = "file-aVnVcpEVpsy77xQ8SlTp1WoX" # ใฉใค้บฆ
|
37 |
+
# file_id = "file-HFCaJbf3k7j0fhBqh1Rwf2VV" # ็ทด้ฆฌๅบ
|
38 |
+
|
39 |
+
# ใณใผใๅบๅ็จ
|
40 |
+
code_mode = {'ON': True, 'OFF': False}
|
41 |
+
|
42 |
+
def set_state(openai_key, sys_prompt, code_output, state):
|
43 |
+
""" ่จญๅฎใฟใใฎๆ
ๅ ฑใใปใใทใงใณใซไฟๅญใใ้ขๆฐ """
|
44 |
+
|
45 |
+
state["openai_key"] = openai_key
|
46 |
+
state["system_prompt"] = sys_prompt
|
47 |
+
state["code_mode"] = code_mode[code_output]
|
48 |
+
|
49 |
+
return state
|
50 |
+
|
51 |
+
|
52 |
+
def init(state, text, file):
|
53 |
+
""" ๅ
ฅๅใใงใใฏใ่กใ้ขๆฐ
|
54 |
+
โปใใใงไพๅคใ่ตทใใใจๅ
ฅๅใงใใชใใชใใฎใงๆฌกใฎ้ขๆฐใงใจใฉใผใซใใ """
|
55 |
+
|
56 |
+
err_msg = ""
|
57 |
+
file_id = None
|
58 |
+
|
59 |
+
# if state["openai_key"] == "" or state["openai_key"] is None:
|
60 |
+
|
61 |
+
# # OpenAI API Keyๆชๅ
ฅๅ
|
62 |
+
# err_msg = "OpenAI API Keyใๅ
ฅๅใใฆใใ ใใใ๏ผ่จญๅฎใฟใ๏ผ"
|
63 |
+
|
64 |
+
if not text:
|
65 |
+
|
66 |
+
# ใใญในใๆชๅ
ฅๅ
|
67 |
+
err_msg = "ใใญในใใๅ
ฅๅใใฆไธใใใ"
|
68 |
+
|
69 |
+
return state, text, file, file_id, err_msg
|
70 |
+
|
71 |
+
elif file:
|
72 |
+
|
73 |
+
# ๅ
ฅๅ็ปๅใฎใใกใคใซๅฝขๅผใใงใใฏ
|
74 |
+
root, ext = os.path.splitext(file)
|
75 |
+
|
76 |
+
if ext not in file_format:
|
77 |
+
|
78 |
+
# ใใกใคใซๅฝขๅผใใงใใฏ
|
79 |
+
err_msg = "ๆๅฎใใๅฝขๅผใฎใใกใคใซใใขใใใใฆใใ ใใใ๏ผๆณจๆไบ้
ใฟใใซ่จ่ผ๏ผ"
|
80 |
+
|
81 |
+
return state, text, gr.Image(value=None,type="filepath", interactive=False), file_id, err_msg
|
82 |
+
|
83 |
+
if state["client"] is None:
|
84 |
+
|
85 |
+
# ๅๅ่ตทๅๆใฏๅๆๅฆ็ใใใ
|
86 |
+
os.environ["OPENAI_API_KEY"] = os.environ["TEST_OPENAI_KEY"] # ใในใๆ
|
87 |
+
|
88 |
+
# os.environ["OPENAI_API_KEY"] = state["openai_key"]
|
89 |
+
|
90 |
+
client = OpenAI()
|
91 |
+
|
92 |
+
# clientไฝๆๅพใฏๆถใ
|
93 |
+
os.environ["OPENAI_API_KEY"] = ""
|
94 |
+
|
95 |
+
# ใขใทในใฟใณใไฝๆ
|
96 |
+
# assistant = client.beta.assistants.create(
|
97 |
+
# name="codeinter_test",
|
98 |
+
# instructions=state["system_prompt"],
|
99 |
+
# # model="gpt-4-1106-preview",
|
100 |
+
# model="gpt-3.5-turbo-1106",
|
101 |
+
# tools=[{"type": "code_interpreter"}]
|
102 |
+
# )
|
103 |
+
|
104 |
+
# print(assistant.id)
|
105 |
+
|
106 |
+
# ในใฌใใไฝๆ
|
107 |
+
thread = client.beta.threads.create()
|
108 |
+
|
109 |
+
# ใปใใทใงใณใซใปใใ
|
110 |
+
state["client"] = client
|
111 |
+
# state["assistant_id"] = assistant.id
|
112 |
+
state["assistant_id"] = os.environ["ASSIST_ID"] # ใในใไธญใขใทในใฟใณใใฏๅบๅฎ
|
113 |
+
state["thread_id"] = thread.id
|
114 |
+
|
115 |
+
if file:
|
116 |
+
|
117 |
+
# ใใกใคใซๅๅๅพ
|
118 |
+
basename = os.path.basename(file)
|
119 |
+
|
120 |
+
if example_toid.get(basename):
|
121 |
+
|
122 |
+
# ใตใณใใซใฎๅ ดๅใฏ็จๆใใIDใใปใใ
|
123 |
+
file_id = example_toid.get(basename)
|
124 |
+
|
125 |
+
else:
|
126 |
+
|
127 |
+
# ใใกใคใซใฎใขใใ
|
128 |
+
# file_response = client.files.create(
|
129 |
+
# purpose="assistants",
|
130 |
+
# file=open(file,"rb"),
|
131 |
+
# )
|
132 |
+
|
133 |
+
# if file_response.status != 'processed':
|
134 |
+
|
135 |
+
# # ๅคฑๆๆ
|
136 |
+
# err_msg = "ใใกใคใซใฎใขใใใญใผใใซๅคฑๆใใพใใ"
|
137 |
+
|
138 |
+
# else
|
139 |
+
# # ใใกใคใซใฎIDใใปใใ
|
140 |
+
# file_id = file_response.id
|
141 |
+
|
142 |
+
# file_id = "file-0Ly64DA2jzE9mOFYayOKJJK0"
|
143 |
+
# file_id = "file-aVnVcpEVpsy77xQ8SlTp1WoX" # ใฉใค้บฆ
|
144 |
+
|
145 |
+
# file_id = "file-HFCaJbf3k7j0fhBqh1Rwf2VV" # ็ทด้ฆฌๅบ
|
146 |
+
file_id = ""
|
147 |
+
|
148 |
+
# print(file_id)
|
149 |
+
|
150 |
+
return state, text, file, file_id, err_msg
|
151 |
+
|
152 |
+
def raise_exception(err_msg):
|
153 |
+
""" ใจใฉใผใฎๅ ดๅไพๅคใ่ตทใใ้ขๆฐ """
|
154 |
+
|
155 |
+
if err_msg != "":
|
156 |
+
raise Exception("ใใใฏๅ
ฅๅใใงใใฏใงใฎไพๅคใงใใ")
|
157 |
+
|
158 |
+
return
|
159 |
+
|
160 |
+
|
161 |
+
def add_history(history, text, file_id):
|
162 |
+
""" Chatๅฑฅๆญด"history"ใซ๏ฟฝ๏ฟฝๅ ใ่กใ้ขๆฐ """
|
163 |
+
|
164 |
+
# print("ๅ๏ผ")
|
165 |
+
# print(history)
|
166 |
+
|
167 |
+
err_msg = ""
|
168 |
+
new_row_flg = False
|
169 |
+
|
170 |
+
# ๆฐใใ่กใ่ฟฝๅ ใใใๅคๅฎ
|
171 |
+
# if len(history) == 0:
|
172 |
+
|
173 |
+
# new_row_flg = True
|
174 |
+
|
175 |
+
# elif history[-1][0] is not None:
|
176 |
+
|
177 |
+
# # ๅๅใใขใทในใฟใณใใงใชใๅ ดๅใ่ฟฝๅ
|
178 |
+
# new_row_flg = True
|
179 |
+
|
180 |
+
new_row_flg = True
|
181 |
+
|
182 |
+
if file_id is None or file_id == "":
|
183 |
+
|
184 |
+
if new_row_flg:
|
185 |
+
|
186 |
+
# ใใญในใใ ใใฎๅ ดๅใใฎใพใพ่ฟฝๅ
|
187 |
+
history = history + [(text, None)]
|
188 |
+
else:
|
189 |
+
history[-1][0] = text
|
190 |
+
|
191 |
+
elif file_id is not None:
|
192 |
+
|
193 |
+
if new_row_flg:
|
194 |
+
|
195 |
+
# ใใกใคใซใใใใฐใใกใคใซIDใจใใญในใใ่ฟฝๅ
|
196 |
+
history = history + [("file:" + file_id, DUMMY)]
|
197 |
+
history = history + [(text, None)]
|
198 |
+
|
199 |
+
else:
|
200 |
+
history[-1][0] = "file:" + file_id
|
201 |
+
history = history + [(text, None)]
|
202 |
+
|
203 |
+
print(history)
|
204 |
+
|
205 |
+
# ใใญในใใ ใๅๆๅ
|
206 |
+
new_text = gr.Textbox(value="", interactive=True)
|
207 |
+
|
208 |
+
return history, new_text, err_msg
|
209 |
+
|
210 |
+
|
211 |
+
def bot(state, history, file_id):
|
212 |
+
|
213 |
+
err_msg = ""
|
214 |
+
image_file = None
|
215 |
+
ant_file = None
|
216 |
+
# new_row_flg = False
|
217 |
+
|
218 |
+
# ใปใใทใงใณๆ
ๅ ฑๅๅพ
|
219 |
+
system_prompt = state["system_prompt"]
|
220 |
+
client = state["client"]
|
221 |
+
assistant_id = state["assistant_id"]
|
222 |
+
thread_id = state["thread_id"]
|
223 |
+
msg_id = state["last_msg_id"]
|
224 |
+
code_mode = state["code_mode"]
|
225 |
+
|
226 |
+
print("system_prompt")
|
227 |
+
|
228 |
+
if file_id is None or file_id == "":
|
229 |
+
|
230 |
+
# ใใกใคใซใใชใๅ ดๅ
|
231 |
+
message = client.beta.threads.messages.create(
|
232 |
+
thread_id=thread_id,
|
233 |
+
role="user",
|
234 |
+
content=history[-1][0],
|
235 |
+
)
|
236 |
+
else:
|
237 |
+
|
238 |
+
# ใใกใคใซใใใใจใใฏIDใใปใใ
|
239 |
+
message = client.beta.threads.messages.create(
|
240 |
+
thread_id=thread_id,
|
241 |
+
role="user",
|
242 |
+
content=history[-1][0],
|
243 |
+
file_ids=[file_id]
|
244 |
+
)
|
245 |
+
|
246 |
+
print(message)
|
247 |
+
|
248 |
+
# RUNในใฟใผใ
|
249 |
+
run = client.beta.threads.runs.create(
|
250 |
+
thread_id=thread_id,
|
251 |
+
assistant_id=assistant_id,
|
252 |
+
instructions=system_prompt
|
253 |
+
)
|
254 |
+
|
255 |
+
# "completed"ใจใชใใพใง็นฐใ่ฟใ๏ผๆๅฎ็งใใ๏ผ
|
256 |
+
for i in range(0, MAX_TRIAL, 1):
|
257 |
+
|
258 |
+
if i > 0:
|
259 |
+
time.sleep(INTER_SEC)
|
260 |
+
|
261 |
+
# ใกใใปใผใธๅใๅใ
|
262 |
+
run = client.beta.threads.runs.retrieve(
|
263 |
+
thread_id=thread_id,
|
264 |
+
run_id=run.id
|
265 |
+
)
|
266 |
+
|
267 |
+
# ๅๅใฎใกใใปใผใธใใๅพใๆ้ ใงๅใๅบใ
|
268 |
+
messages = client.beta.threads.messages.list(
|
269 |
+
thread_id=thread_id,
|
270 |
+
after=msg_id,
|
271 |
+
order="asc"
|
272 |
+
)
|
273 |
+
|
274 |
+
# print(msg_id)
|
275 |
+
# print(messages.data)
|
276 |
+
|
277 |
+
msg_log = client.beta.threads.messages.list(
|
278 |
+
thread_id=thread_id,
|
279 |
+
# after=msg_id,
|
280 |
+
order="asc"
|
281 |
+
)
|
282 |
+
|
283 |
+
print(msg_log)
|
284 |
+
|
285 |
+
# messageใๅใๅบใ
|
286 |
+
for msg in messages:
|
287 |
+
|
288 |
+
msg_id = msg.id
|
289 |
+
|
290 |
+
if msg.role == "assistant":
|
291 |
+
|
292 |
+
for content in msg.content:
|
293 |
+
|
294 |
+
res_text = ""
|
295 |
+
file_id = ""
|
296 |
+
ant_file = None
|
297 |
+
|
298 |
+
cont_dict = content.model_dump() # ่พๆธๅใซๅคๆ
|
299 |
+
|
300 |
+
ct_image_file = cont_dict.get("image_file")
|
301 |
+
|
302 |
+
if ct_image_file:
|
303 |
+
|
304 |
+
# imageใใกใคใซใใใใชใIDใปใใ
|
305 |
+
res_file_id = ct_image_file.get("file_id")
|
306 |
+
|
307 |
+
# ใใกใคใซใใใฆใณใญใผใ
|
308 |
+
image_file = file_download(client, res_file_id, IMG_FOLDER , ".png")
|
309 |
+
|
310 |
+
if image_file is None:
|
311 |
+
|
312 |
+
err_msg = "ใใกใคใซใฎใใฆใณใญใผใใซๅคฑๆใใพใใใ"
|
313 |
+
|
314 |
+
else:
|
315 |
+
|
316 |
+
print("็ปๅใใกใคใซ่ฟฝๅ ")
|
317 |
+
|
318 |
+
res_text = IMG_MSG
|
319 |
+
|
320 |
+
history = history + [[None, res_text]]
|
321 |
+
|
322 |
+
else:
|
323 |
+
|
324 |
+
# ็ปๅใใชใใชใใใญในใๅๅพ
|
325 |
+
res_text = cont_dict["text"].get("value")
|
326 |
+
|
327 |
+
# ๆณจ้๏ผๅ็
งใใกใคใซ๏ผใใใใๅ ดๅๅๅพ
|
328 |
+
if len(cont_dict.get("text").get("annotations")) > 0:
|
329 |
+
|
330 |
+
ct_ant = cont_dict.get("text").get("annotations")
|
331 |
+
|
332 |
+
if ct_ant[0].get("file_path") is not None:
|
333 |
+
|
334 |
+
# ๅ็
งใใกใคใซใฎIDๅๅพ
|
335 |
+
ant_file_id = ct_ant[0].get("file_path").get("file_id")
|
336 |
+
|
337 |
+
if ct_ant[0].get("text") is not None:
|
338 |
+
|
339 |
+
# ใใกใคใซๅฝขๅผ๏ผๆกๅผตๅญ๏ผๅๅพ
|
340 |
+
ext = "." + ct_ant[0].get("text")[ct_ant[0].get("text").rfind('.') + 1:]
|
341 |
+
|
342 |
+
# ใใกใคใซใใฆใณใญใผใ
|
343 |
+
ant_file = file_download(client, ant_file_id, ANT_FOLDER, ext)
|
344 |
+
|
345 |
+
if ant_file is None:
|
346 |
+
|
347 |
+
err_msg = "ๅ็
งใใกใคใซใฎใใฆใณใญใผใใซๅคฑๆใใพใใใ"
|
348 |
+
|
349 |
+
else:
|
350 |
+
|
351 |
+
# ๅ็
งใใกใคใซใใใๆจใฎใกใใปใผใธใ่ฟฝๅ
|
352 |
+
res_text = res_text + "\n\n" + ANT_MSG
|
353 |
+
|
354 |
+
print(res_text)
|
355 |
+
|
356 |
+
if res_text != "":
|
357 |
+
|
358 |
+
# Chat็ป้ขๆดๆฐ
|
359 |
+
if history[-1][1] is not None:
|
360 |
+
|
361 |
+
# ๆฐใใ่กใ่ฟฝๅ
|
362 |
+
history = history + [[None, res_text]]
|
363 |
+
else:
|
364 |
+
|
365 |
+
history[-1][1] = res_text
|
366 |
+
|
367 |
+
yield gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
|
368 |
+
|
369 |
+
print(run.status)
|
370 |
+
|
371 |
+
state["last_msg_id"] = msg_id
|
372 |
+
|
373 |
+
# ๅฎไบใชใ็ตไบ
|
374 |
+
if run.status == "completed":
|
375 |
+
|
376 |
+
if not code_mode:
|
377 |
+
break
|
378 |
+
else:
|
379 |
+
|
380 |
+
# ใณใผใใขใผใใONใฎๅ ดๅ
|
381 |
+
run_steps = client.beta.threads.runs.steps.list(
|
382 |
+
thread_id=thread_id, run_id=run.id
|
383 |
+
)
|
384 |
+
|
385 |
+
# ใณใผใใๅๅพ
|
386 |
+
input_code = get_code(run_steps)
|
387 |
+
|
388 |
+
if len(input_code) > 0:
|
389 |
+
|
390 |
+
for code in input_code:
|
391 |
+
|
392 |
+
code = "[input_code]\n\n" + code
|
393 |
+
|
394 |
+
# ใณใผใใ่ฟฝๅ
|
395 |
+
history = history + [[None, code]]
|
396 |
+
|
397 |
+
yield gr.Chatbot(label=run.status ,value=history), image_file, ant_file, err_msg
|
398 |
+
|
399 |
+
break
|
400 |
+
|
401 |
+
if run.status == "failed":
|
402 |
+
|
403 |
+
# ใจใฉใผใจใใฆ็ตไบ
|
404 |
+
err_msg = "โปใกใใปใผใธๅๅพใซๅคฑๆใใพใใใ"
|
405 |
+
return history, image_file, ant_file, err_msg
|
406 |
+
|
407 |
+
if i == MAX_TRIAL:
|
408 |
+
|
409 |
+
# ใจใฉใผใจใใฆ็ตไบ
|
410 |
+
err_msg = "โปใกใใปใผใธๅๅพใฎ้ใซใฟใคใ ใขใฆใใใพใใใ"
|
411 |
+
return history, image_file, ant_file, err_msg
|
412 |
+
|
413 |
+
|
414 |
+
def get_code(run_steps):
|
415 |
+
|
416 |
+
input_code = []
|
417 |
+
|
418 |
+
for data in run_steps.data:
|
419 |
+
|
420 |
+
if isinstance(data.step_details, ToolCallsStepDetails):
|
421 |
+
|
422 |
+
for tool_call in data.step_details.tool_calls:
|
423 |
+
|
424 |
+
input_code.append(tool_call.code_interpreter.input)
|
425 |
+
|
426 |
+
return input_code
|
427 |
+
|
428 |
+
|
429 |
+
def file_download(client, file_id, folder, ext):
|
430 |
+
""" OpenAIใใใใกใคใซใใใฆใณใญใผใใใฆใในใ่ฟใ """
|
431 |
+
api_response = client.files.with_raw_response.retrieve_content(file_id)
|
432 |
+
|
433 |
+
if api_response.status_code == 200:
|
434 |
+
|
435 |
+
content = api_response.content
|
436 |
+
|
437 |
+
file_path = folder + "/" + file_id + ext
|
438 |
+
|
439 |
+
with open(file_path, 'wb') as f:
|
440 |
+
f.write(content)
|
441 |
+
|
442 |
+
return file_path
|
443 |
+
|
444 |
+
else:
|
445 |
+
return None
|
446 |
+
|
447 |
+
|
448 |
+
def finally_proc():
|
449 |
+
""" ๆ็ตๅฆ็็จ้ขๆฐ """
|
450 |
+
|
451 |
+
new_up_file = gr.File(value=None, interactive = True)
|
452 |
+
new_file_id = gr.Textbox(value="")
|
453 |
+
|
454 |
+
return new_up_file, new_file_id
|
455 |
+
|
456 |
+
|
457 |
+
with gr.Blocks() as demo:
|
458 |
+
|
459 |
+
gr.Markdown("<h2>GPT Code Interpreterๅฏพๅฟใใฃใใ</h2>")
|
460 |
+
|
461 |
+
# ใปใใทใงใณใฎๅฎฃ่จ
|
462 |
+
state = gr.State({
|
463 |
+
"system_prompt": SYS_PROMPT_DEFAULT,
|
464 |
+
"openai_key" : None,
|
465 |
+
"code_mode" : True,
|
466 |
+
"client" : None,
|
467 |
+
"assistant_id" : None,
|
468 |
+
"thread_id" : None,
|
469 |
+
"last_msg_id" : ""
|
470 |
+
})
|
471 |
+
|
472 |
+
with gr.Tab("Chat็ป้ข") as chat:
|
473 |
+
|
474 |
+
# ๅใณใณใใผใใณใๅฎ็พฉ
|
475 |
+
chatbot = gr.Chatbot(label="ใใฃใใ็ป้ข")
|
476 |
+
text_msg = gr.Textbox(label="ใใญในใ")
|
477 |
+
with gr.Row():
|
478 |
+
up_file = gr.File(label="ใใกใคใซใขใใใญใผใ", type="filepath",interactive = True)
|
479 |
+
result_image = gr.Image(label="ๅบๅ็ปๅ", type="filepath", interactive = False)
|
480 |
+
gr.Examples(label="ใตใณใใซใใผใฟ", examples=examples, inputs=[up_file])
|
481 |
+
with gr.Row():
|
482 |
+
btn = gr.Button(value="้ไฟก")
|
483 |
+
# btn_download = gr.Button(value="็ปๅใฎใใฆใณใญใผใ") # ไฟ็ไธญ
|
484 |
+
btn_clear = gr.ClearButton(value="ใชใปใใ", components=[chatbot, text_msg, up_file, state])
|
485 |
+
sys_msg = gr.Textbox(label="ใทในใใ ใกใใปใผใธ", interactive = False)
|
486 |
+
result_file = gr.File(label="ๅบๅใใกใคใซ", type="filepath",interactive = False)
|
487 |
+
|
488 |
+
# ใใกใคใซIDไฟๅญ็จ
|
489 |
+
file_id = gr.Textbox(visible=False)
|
490 |
+
|
491 |
+
# ้ไฟกใใฟใณใฏใชใใฏๆใฎๅฆ็
|
492 |
+
bc = btn.click(init, [state, text_msg, up_file], [state, text_msg, up_file, file_id, sys_msg], queue=False).success(
|
493 |
+
raise_exception, sys_msg, None).success(
|
494 |
+
add_history, [chatbot, text_msg, file_id], [chatbot, text_msg, sys_msg], queue=False).success(
|
495 |
+
bot, [state, chatbot, file_id],[chatbot, result_image, result_file, sys_msg]).then(
|
496 |
+
finally_proc, None, [up_file, file_id], queue=False
|
497 |
+
)
|
498 |
+
|
499 |
+
# ใฏใชใขๆใงใOpenAIKeyใชใฉใฏๅใปใใ
|
500 |
+
# btn_clear.click(set_state, [openai_key, system_prompt, code_output, state], state)
|
501 |
+
|
502 |
+
# ใใญในใๅ
ฅๅEnter๏ฟฝ๏ฟฝใฎๅฆ็
|
503 |
+
# txt_msg = text_msg.submit(respond, inputs=[text_msg, image, chatbot], outputs=[text_msg, image, chatbot])
|
504 |
+
|
505 |
+
with gr.Tab("่จญๅฎ") as set:
|
506 |
+
openai_key = gr.Textbox(label="OpenAI API Key")
|
507 |
+
# language = gr.Dropdown(choices=["Japanese", "English"], value = "Japanese", label="Language", interactive = True)
|
508 |
+
system_prompt = gr.Textbox(value = SYS_PROMPT_DEFAULT,lines = 5, label="Custom instructions", interactive = True)
|
509 |
+
# Enterไธไฝฟ็จ
|
510 |
+
code_output = gr.Dropdown(label="ใณใผใๅบๅ", choices=["OFF", "ON"], value = "OFF", interactive = True)
|
511 |
+
|
512 |
+
# ่จญๅฎใฟใใใChatใฟใใซๆปใฃใๆใฎๅฆ็
|
513 |
+
chat.select(set_state, [openai_key, system_prompt, code_output, state], state)
|
514 |
+
|
515 |
+
demo.queue()
|
516 |
+
|
517 |
+
demo.launch(debug=True)
|
sample_data/ๆกๅคช้ใใใใ.txt
ADDED
@@ -0,0 +1,163 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
ๆกๅคช้
|
2 |
+
ๆฅ ๅฑฑๆญฃ้
|
3 |
+
|
4 |
+
ไธ
|
5 |
+
|
6 |
+
ใใใใใใใใใใใใจใใใซใใใใใใใจใใฐใใใใใใใพใใใใพใใซใกใใใใใใใฏๅฑฑใธใใฐๅใใใซใใใฐใใใใฏๅทใธๆดๆฟฏใใใใใซ่กใใพใใใ
|
7 |
+
ใใใๆฅใใใฐใใใใใๅทใฎใใฐใงใใใฃใใจๆดๆฟฏใใใใใใใฆใใพใใจใๅทไธใใใใฟใใใๅคงใใชๆกใใใไธใคใ
|
8 |
+
ใใใณใใฉใณใใณใในใใณใใณใ
|
9 |
+
ใใณใใฉใณใใณใในใใณใใณใใ
|
10 |
+
ใใจๆตใชใใใฆๆฅใใพใใใ
|
11 |
+
ใใใใใใใใใฏใฟใใจใชๆกใใใ ใใจใใใใใใใธใฎใใฟใใใซใใฉใใฉใใใใกใธๆใใฃใฆๅธฐใใใใพใใใใใ
|
12 |
+
ใใใฐใใใใฏใใใ่จใใใชใใใ่
ฐใใใใใใใฆๆกใใใๅใจใใใจใใพใใใใ้ ใจใใใฃใฆๆใใจใฉใใพใใใใใฐใใใใฏใใใงใ
|
13 |
+
ใใใฃใกใฎๆฐดใฟใใใฏใใใใใใใ
|
14 |
+
ใใฃใกใฎๆฐดใฟใใใฏใใใใพใใใ
|
15 |
+
ใใใใๆฐดใฟใใใฏใใใใฆๆฅใใใ
|
16 |
+
ใใใพใๆฐดใฟใใใซใใใฃใฆๆฅใใใ
|
17 |
+
ใใจๆญใใใใชใใใๆใใใใใพใใใใใใจๆกใใใฏใพใใ
|
18 |
+
ใใใณใใฉใณใใณใในใใณใใณใ
|
19 |
+
ใใณใใฉใณใใณใในใใณใใณใใ
|
20 |
+
ใใจใใใชใใใใใฐใใใใฎๅใพใใธๆตใชใใใฆๆฅใใพใใใใใฐใใใใฏใซใใซใใใชใใใ
|
21 |
+
ใๆฉใฏใใใใใใใใจไบไบบใตใใใงๅใใใฆ้ฃใในใพใใใใใ
|
22 |
+
ใใจ่จใใฃใฆใๆกใใใใฒใใไธใใใฆใๆดๆฟฏ็ฉใใใใใใฎใจใใฃใใใซใใใใฎไธญใซๅ
ฅใใใฆใใใฃใกใใใใฃใกใใใใใใฆใใใกใธๅธฐใใใใพใใใ
|
23 |
+
ใๅคๆนใใใใใซใชใฃใฆใใฃใจใใใใใใใฏๅฑฑใใใใฐใ่่ฒ ใใใฃใฆๅธฐใใใฃใฆๆฅใใพใใใ
|
24 |
+
ใใใฐใใใใไปใใพๅธฐใใใฃใใใใ
|
25 |
+
ใใใใใใใใใใใใใใใชใใใๅพ
ใพใฃใฆใใพใใใใใใใๆฉใฏใใใไธใใใใชใใใใใใใฎใไธใใใพใใใใใ
|
26 |
+
ใใใใฏใใใใใใชใไฝใชใใ ใญใใใฎใใใใฎใจใใใฎใฏใใ
|
27 |
+
ใใใใใใชใใใใใใใใใฏใใใใใฌใใงใไธใซไธใใใใพใใใใใฎ้ใพใซใใใฐใใใใฏๆธๆฃใจใ ใชใฎไธญใใใใฃใใฎๆกใใใ้ใใใใใซใใใใฆๆฅใใฆใ
|
28 |
+
ใใปใใใใใใชใใใใฎๆกใใใใใ
|
29 |
+
ใใจ่จใใใพใใใ
|
30 |
+
ใใปใปใใใใใฏใใใฏใใฉใใใใใใชใฟใใจใชๆกใใใ่ฒทใใฃใฆๆฅใใใใ
|
31 |
+
ใใใใใ่ฒทใใฃใฆๆฅใใใฎใงใฏใใใพใใใไปๆฅใใใๅทใงๆพใฒใใฃใฆๆฅใใใฎใงใใใใ
|
32 |
+
ใใใใชใซใๅทใงๆพใฒใใฃใฆๆฅใใใใใใฏใใใใใใใใใใใ
|
33 |
+
ใใใใใใใใใฏ่จใใใชใใใๆกใใใไธกๆใใใใฆใซใฎใใฆใใใใคใใใใใคใใชใใใฆใใพใใจใใ ใใฌใใซใๆกใใใฏใฝใใจไธญใใไบใคใซๅฒใใใฆใ
|
34 |
+
ใใใใใใใใใใใใ
|
35 |
+
ใใจๅใใใพใใใใถๅฃฐใใใไธใใใชใใใใใใใใใ่ตคใใใใใๅ
ๆฐใใใใใใจใณๅบใ ใใพใใใ
|
36 |
+
ใใใใใใใพใใใ
|
37 |
+
ใใใใใใใใใใฐใใใใใใณใฃใใใใฆใไบไบบใตใใใใฃใใใซๅฃฐใใใ็ซใใฆใพใใใ
|
38 |
+
ใใพใใพใใใใใใใกใใใธใใใใใฉใใใใฆๅญไพใใฉใใไธไบบใฒใจใใปใใใใปใใใจ่จใใฃใฆใใใใฎใ ใใใใใฃใจ็ฅใใฟใใพใใใฎๅญใใใใใฆไธใใ ใใฃใใซใกใใใชใใใ
|
39 |
+
ใใใใใใใใใใฐใใใใใใใใใใฃใฆใใใ่จใใใพใใใ
|
40 |
+
ใใใใงใใใฆใฆใใใใใใใๆนฏใใใใใใใใใใฐใใใใใใคใใใใใใใใใๅคงใใใใใใใใฆใ่ตคใใใใใๆฑใ ใไธใใใฆใใใถๆนฏใใใคใใใใพใใใใใใจใใใชใใ
|
41 |
+
ใใใใใ
|
42 |
+
ใใจ่จใใใชใใใ่ตคใใใใใฏๆฑใ ใใฆใใใใฐใใใใฎๆใใฏใญใฎใใพใใใ
|
43 |
+
ใใใใใใไฝใชใใจใใๅ
ๆฐใใใใฎใใๅญใ ใใใใ
|
44 |
+
ใใใใใใใจใใฐใใใใฏใใใ่จใใฃใฆ้กใใใ่ฆๅใฟใใใใชใใใใใใใฏใใใใฏใใใจใใใใใใใซ็ฌใใใใพใใใ
|
45 |
+
ใใใใฆๆกใใใฎไธญใใ็ใใพใใๅญใ ใจใใใฎใงใใใฎๅญใซๆกๅคช้ใใใใใใจใใๅใชใใคใใพใใใ
|
46 |
+
|
47 |
+
ไบ
|
48 |
+
|
49 |
+
ใใใใใใใจใใฐใใใใฏใใใใฏใใใฏใ ใใใซใใฆๆกๅคช้ใใใใใใ่ฒใใ ใฆใพใใใๆกๅคช้ใใใใใใฏใ ใใ ใๆ้ทใใใกใใใใใซใคใใฆใใใใใพใใฎๅญไพใใฉใใซใใในใฆใฏใใใฃใจไฝใใใ ใๅคงใใใใๅใกใใใใฐใใซๅผทใคใใใฃใฆใใใใใใจใฃใฆใ่ฟๆใใใใใฎๆใใใใ
ใใงใใใชใใใฎใฏไธไบบใฒใจใใใชใใใใใงใใใใใใฎใใๆฐใใ ๏ฟฝ๏ฟฝ๏ฟฝใฏใใใใใใใฃใฆใใใใใใใจใใฐใใใใซใใๅญ่กใใใใใใใพใใใ
|
50 |
+
ใๆกๅคช้ใใใใใใฏๅไบใซใชใใพใใใ
|
51 |
+
ใใใใใฎใใถใใซใฏใๆฅๆฌใซใปใใฎๅฝไธญใใซใใ
ใใงใๆกๅคช้ใใใใใใปใฉๅผทใคใใใใฎใฏใชใใใใซใชใใพใใใๆกๅคช้ใใใใใใฏใฉใใๅคๅฝใใใใใธๅบใใใฆใ่
ใใงใใฃใฑใใๅใกใใใ ใใใใใฆใฟใใใชใใพใใใ
|
52 |
+
ใใใใจใใฎใใใใปใใผใๅคๅฝใใใใใฎๅณถใ
ใใพใใพใใใใฃใฆๅธฐใใใฃใฆๆฅใใไบบใใใฃใฆใใใใใใใใใใใใตใใใชใ่ฉฑใฏใชใใใใๆซใใใซใ
|
53 |
+
ใใใไฝๅนดใชใใญใใไฝๅนดใชใใญใใ่นใตใญใใใใง่กใใจใ้ ใจใใ้ ใจใใๆตทใใฟใฎใฏใฆใซใ้ฌผใใซใๅณถใใพใจใใๆใจใใใใใใๆชใใใ้ฌผใใซใฉใใใใใใใใใใใใญใฎใๅใใใฎไธญใซไฝใใใงใใปใใผใใฎๅฝใใซใใใใใๅใจใฃใ่ฒดใจใใจใๅฎ็ฉใใใใใฎใๅฎใพใใฃใฆใใใใ
|
54 |
+
ใใจ่จใใใพใใใ
|
55 |
+
ใๆกๅคช้ใใใใใใฏใใฎ่ฉฑใฏใชใใใใใจใใใฎ้ฌผใใซใๅณถใใพใธ่กใฃใฆใฟใใใฃใฆใใใๅฑ
ใใฆใ็ซใใฃใฆใใใใใชใใชใใพใใใใใใงใใกใธๅธฐใใใใจใใฃใใใใใใใใใฎๅใพใใธๅบใฆใ
|
56 |
+
ใใฉใใใใใใใใซใใฐใใใใฒใพใไธใใ ใใใใ
|
57 |
+
ใใจ่จใใใพใใใ
|
58 |
+
ใใใใใใใฏใณใฃใใใใฆใ
|
59 |
+
ใใๅใพใใฉใใธ่กใใฎใ ใใ
|
60 |
+
ใใจ่ใใใพใใใ
|
61 |
+
ใ้ฌผใใซใๅณถใใพใธ้ฌผใใซใใใฐใคใซ่กใใใจๆใใใใพใใใ
|
62 |
+
ใใจๆกๅคช้ใใใใใใฏใใใใพใใใ
|
63 |
+
ใใปใใใใใฏใใใพใใใใจใ ใใใใ่กใฃใฆใใใงใใ
|
64 |
+
ใใจใใใใใใฏ่จใใใพใใใ
|
65 |
+
ใใพใใใใใช้ ๆนใใใฝใใธ่กใใฎใงใฏใใใใใชใใใใใใ ใใใใใใใใใในใใจใใใใใใใฆไธใใใพใใใใใ
|
66 |
+
ใใจใใฐใใใใ่จใใใพใใใ
|
67 |
+
ใใใใงใใใใใใใจใใฐใใใใฏใใๅบญใซใใฎใพใไธญใซใใใใใใใใใใใๅคงใใช่ผใใใๆใใกๅบใ ใใฆใใใใใใใใใญใๅใจใใจใใใฐใใใใฏใใญใฉใใใใฆใ
|
68 |
+
ใใบใใใใใฃใใใบใใใใใฃใใใบใใใใใฃใใใบใใใใใฃใใใ
|
69 |
+
ใใจใใในใใจใใฎใใณใ ใใใใคใใฏใใใพใใใ
|
70 |
+
ใใใณใ ใใใใใพใใใซใงใไธใใใใจใๆกๅคช้ใใใใใใฎใใใใใใฃใใใงใไธใใใใพใใใ
|
71 |
+
ใๆกๅคช้ใใใใใใฏใไพใใใใใฎ็ใใใใใช้ฃ็พฝ็นใใใฐใใใ็ใใฆใๅใใใชใ่
ฐใใใซใใใฆใใใณใ ใใใฎ่ขใตใใใใถใไธใใใพใใใใใใฆๆกใใใฎ็ตตใใฎใใใฆใใ่ปๆใใใใใๆใซๆใใฃใฆใ
|
72 |
+
ใใงใฏใใจใใใใใใใใใใ่กใฃใฆใพใใใพใใใ
|
73 |
+
ใใจ่จใใฃใฆใใฆใใญใใซ้ ญใใใพใไธใใใพใใใ
|
74 |
+
ใใใใใใใฃใฑใซ้ฌผใใซใ้ๆฒปใใใใใฆใใใใใใใ
|
75 |
+
ใใจใใใใใใฏ่จใใใพใใใ
|
76 |
+
ใๆฐใใใคใใฆใใใใใใชใใใใซใใใใใ
|
77 |
+
ใใจใใฐใใใใ่จใใใพใใใ
|
78 |
+
ใใชใซใๅคงไธๅคซใ ใใใใใถใงใใๆฅๆฌไธใซใฃใฝใใใกใฎใใณใ ใใใๆใใฃใฆใใใใใใใจๆกๅคช้ใใใใใใฏ่จใใฃใฆใ
|
79 |
+
ใใงใฏใใใใใใใใใ
|
80 |
+
ใใจๅ
ๆฐใใใใชๅฃฐใใใใฎใใใฆใๅบใงใฆใใใพใใใใใใใใใจใใฐใใใใฏใ้ใใใฎๅคใใจใซ็ซใใฃใฆใใใคใพใงใใใใคใพใงใ่ฆ้ใฟใใใฃใฆใใพใใใ
|
81 |
+
|
82 |
+
ไธ
|
83 |
+
|
84 |
+
ใๆกๅคช้ใใใใใใฏใใใใ่กใใพใใจใๅคงใใชๅฑฑใฎไธใซๆฅใใพใใใใใใจใ่ใใใใใฎไธญใใใใใฏใณใใฏใณใใใจๅฃฐใใใใใใชใใใ็ฌใใฌใไธใดใใใใฆๆฅใใพใใใ
|
85 |
+
ใๆกๅคช้ใใใใใใใตใ่ฟใใใใจใ็ฌใใฌใฏใฆใใญใใซใใใใใใใฆใ
|
86 |
+
ใๆกๅคช้ใใใใใใใใๆกๅคช้ใใใใใใใใใฉใกใใธใใใงใซใชใใพใใใ
|
87 |
+
ใใจใใใญใพใใใ
|
88 |
+
ใ้ฌผใใซใๅณถใใพใธใ้ฌผใใซใใใฐใคใซ่กใใฎใ ใใ
|
89 |
+
ใใ่
ฐใใใซไธใใใใใฎใฏใไฝใชใใงใใใใพใใใ
|
90 |
+
ใๆฅๆฌใซใฃใฝใไธใฎใใณใ ใใใใใ
|
91 |
+
ใไธใคไธใใ ใใใใไพใจใใใพใใใใใ
|
92 |
+
ใใใใใใใใใใใใใคใใฆๆฅใใใใ
|
93 |
+
ใ็ฌใใฌใฏใใณใ ใใใไธใคใใใฃใฆใๆกๅคช้ใใใใใใฎใใจใใใใคใใฆ่กใใพใใใ
|
94 |
+
ใๅฑฑใไธใใใฆใใฐใใ่กใใใจใใใใฉใฏๆฃฎใใใฎไธญใซใฏใใใพใใใใใใจๆจใฎไธใใใใใญใฃใใใญใฃใใใใจใใใณใชใใใ็ฟใใใไธใดใใใใไธใใใฆๆฅใใพใใใ
|
95 |
+
ใๆกๅคช้ใใใใใใใตใ่ฟใใใใจใ็ฟใใใฏใฆใใญใใซใใ๏ฟฝ๏ฟฝ๏ฟฝใใใใฆใ
|
96 |
+
ใๆกๅคช้ใใใใใใใใๆกๅคช้ใใใใใใใใใฉใกใใธใใใงใซใชใใพใใใ
|
97 |
+
ใใจใใใญใพใใใ
|
98 |
+
ใ้ฌผใใซใๅณถใใพใธ้ฌผใใซใใใฐใคใซ่กใใฎใ ใใ
|
99 |
+
ใใ่
ฐใใใซไธใใใใใฎใฏใไฝใชใใงใใใใพใใใ
|
100 |
+
ใๆฅๆฌใซใฃใฝใไธใฎใใณใ ใใใใใ
|
101 |
+
ใไธใคไธใใ ใใใใไพใจใใใพใใใใใ
|
102 |
+
ใใใใใใใใใใใใใคใใฆๆฅใใใใ
|
103 |
+
ใ็ฟใใใใใณใ ใใใไธใคใใใฃใฆใใใจใใใคใใฆ่กใใพใใใ
|
104 |
+
ใๅฑฑใไธใใใฆใๆฃฎใใใใฌใใฆใใใใฉใฏใฒใใ้ๅใฎใฏใใธๅบใพใใใใใใจ็ฉบใใใฎไธใงใใใฑใณใใฑใณใใใจ้ณดใชใๅฃฐใใใใใฆใใใใไธ็พฝใใจใใงๆฅใใพใใใ
|
105 |
+
ใๆกๅคช้ใใใใใใใตใ่ฟใใใใจใใใใฏใฆใใญใใซใใใใใใใฆใ
|
106 |
+
ใๆกๅคช้ใใใใใใใใๆกๅคช้ใใใใใใใใใฉใกใใธใใใงใซใชใใพใใใ
|
107 |
+
ใใจใใใญใพใใใ
|
108 |
+
ใ้ฌผใใซใๅณถใใพใธ้ฌผใใซใใใฐใคใซ่กใใฎใ ใใ
|
109 |
+
ใใ่
ฐใใใซไธใใใใใฎใฏใไฝใชใใงใใใใพใใใ
|
110 |
+
ใๆฅๆฌไธใซใฃใฝใใใกใฎใใณใ ใใใใใ
|
111 |
+
ใไธใคไธใใ ใใใใไพใจใใใพใใใใใ
|
112 |
+
ใใใใใใใใใใใใใคใใฆๆฅใใใใ
|
113 |
+
ใใใใใใณใ ใใใไธใคใใใฃใฆใๆกๅคช้ใใใใใใฎใใจใใใคใใฆ่กใใพใใใ
|
114 |
+
ใ็ฌใใฌใจใ็ฟใใใจใใใใจใใใใงไธใซใใพใงใใใๅฎถๆฅใใใใใงใใใฎใงใๆกๅคช้ใใใใใใฏใใใใๅใใใฟ็ซใใฃใฆใใพใใใใใ้ฒใใใใง่กใใพใใจใใใใฆใฒใใๆตทใใฟใฐใใซๅบใพใใใ
|
115 |
+
ใใใใซใฏใใกใใใฉใใใใใใซใ่นใตใญใไธใใใคใชใใงใใใพใใใ
|
116 |
+
ใๆกๅคช้ใใใใใใจใไธใซใใฎๅฎถๆฅใใใใฏใใใฃใใใใใฎ่นใตใญใซไนใฎใ่พผใใฟใพใใใ
|
117 |
+
ใใใใใใฏใๆผใใๆใฆใซใชใใพใใใใใ
|
118 |
+
ใใใ่จใใฃใฆใ็ฌใใฌใฏ่นใตใญใใใๅบใ ใใพใใใ
|
119 |
+
ใใใใใใฏใใใๅใจใใซใชใใพใใใใใ
|
120 |
+
ใใใ่จใใฃใฆใ็ฟใใใใใใซๅบงใใใใพใใใ
|
121 |
+
ใใใใใใฏ็ฉ่ฆใใฎใฟใใคใจใใพใใใใใ
|
122 |
+
ใใใ่จใใฃใฆใใใใใธใใใซ็ซใใกใพใใใ
|
123 |
+
ใใใใใใชใใใๅคฉๆฐใฆใใใงใใพใฃ้ใใใชๆตทใใฟใฎไธใซใฏใๆณขใชใฟไธใค็ซใใกใพใใใงใใใ็จฒๅฆปใใชใฅใพใ่ตฐใฏใใใใใ ใจใใใใใ็ขใใๅฐใใใใใ ใจใใใใใ็ฎใฎใพใใใใใช้ใฏใใใง่นใตใญใฏ่ตฐใฃใฆ่กใใพใใใใปใใฎไธๆ้ใใใใ่ตฐใฏใใฃใใจๆใใใใใใใธใใใซ็ซใใฃใฆๅใใใใใชใใใฆใใใใใใใใใใใใใๅณถใใพใใใใจใใใณใชใใใใฑใใฑใใจ้ซใใใ็พฝ้ณใฏใใจใใใใฆใ็ฉบใใใซใจใณไธใใใฃใใจๆใใใใจใในใฆใใจใพใฃใใใซ้ขจใใใๅใใฃใฆใ้ฃใจใใงใใใพใใใ
|
124 |
+
ใๆกๅคช้ใใใใใใใใใใใฎ็ซใใฃใใใจใใๅใใใใ่ฆใฟใพใใจใใชใใปใฉใ้ ใจใใ้ ใจใใๆตทใใฟใฎใฏใฆใซใใผใใใ้ฒใใใฎใใใช่ใใใใใใใฎใ่ฆใฟใใพใใใ่นใตใญใฎ้ฒใใใใซใใใใฃใฆใ้ฒใใใฎใใใซ่ฆใฟใใฆใใใใฎใใใ ใใ ใใฏใฃใใใจๅณถใใพใฎๅฝขใใใกใซใชใฃใฆใใใใใใฆใใพใใใ
|
125 |
+
ใใใใ่ฆใฟใใใ่ฆใฟใใใ้ฌผใใซใๅณถใใพใ่ฆใฟใใใใ
|
126 |
+
ใๆกๅคช้ใใใใใใใใใใใจใ็ฌใใฌใใ็ฟใใใใๅฃฐใใใใใใใฆใใไธๆญณใฐใใใใไธๆญณใฐใใใใใใจใใใณใพใใใ
|
127 |
+
ใ่ฆใฟใ่ฆใฟใ้ฌผใใซใๅณถใใพใ่ฟใกใใใชใฃใฆใใใ็กฌใใใๅฒฉใใใง็ณใใใใ ้ฌผใใซใฎใๅใใใ่ฆใฟใใพใใใใใใใใใใใใญใฎ้ใใใฎๅใพใใซ่ฆใฟใฏใใใใฆใใ้ฌผใใซใฎๅ
ต้ใธใใใใฎใใใใ่ฆใฟใใพใใใ
|
128 |
+
ใใฎใๅใใใฎใใกใฐใ้ซใใใๅฑๆ นใใญใฎไธใซใใใใใจใพใฃใฆใใใกใใ่ฆใฟใฆใใพใใใ
|
129 |
+
ใใใใฆไฝๅนดใชใใญใใใไฝๅนดใชใใญใใใใใง่กใใใชใใใฐใชใใชใใจใใ้ฌผใใซใๅณถใใพใธใใปใใฎ็ฎใใคใถใฃใฆใใ้ใพใซๆฅใใใฎใงใใ
|
130 |
+
|
131 |
+
ๅ
|
132 |
+
|
133 |
+
ใๆกๅคช้ใใใใใใฏใ็ฌใใฌใจ็ฟใใใใใใใใฆใ่นใตใญใใใฒใใใจ้ธใใใฎไธใซใจใณไธใใใใพใใใ
|
134 |
+
ใ่ฆใฟใฏใใใใฆใใ้ฌผใใซใฎๅ
ต้ใธใใใใฏใใใฎ่ฆใฟใชใใชใใใใใ่ฆใฟใใจใใณใฃใใใใฆใใใใฆใฆ้ใใใฎไธญใซ้ใซใ่พผใใใงใใใใใญใฎ้ใใใๅบใใใใใใฆใใพใใพใใใใใฎๆใจใ็ฌใใฌใฏ้ใใใฎๅใพใใซ็ซใใฃใฆใ
|
135 |
+
ใๆฅๆฌใซใปใใฎๆกๅคช้ใใใใใใใใใใๅใพใใใกใใใใฐใใซใใใงใซใชใฃใใฎใ ใ๏ฟฝ๏ฟฝ๏ฟฝใใใใใใใใใ
|
136 |
+
ใใจใฉใชใใชใใใใใณใใใณใๆใจใณใใใใใใพใใใ้ฌผใใซใฏใใฎๅฃฐใใใ่ใใใจใใตใใไธใใใฃใฆใใใใไธ็ๆธๅฝใใฃใใใใใใใใซใไธญใใๆผใใใใฆใใพใใใ
|
137 |
+
ใใใใจใใใๅฑๆ นใใญใฎไธใใใจใณไธใใใฆใใฆใ้ใใใๆผใใใใฆใใ้ฌผใใซใฉใใฎ็ฎใใคใคใใพใใใพใใใใใ้ฌผใใซใฏใธใใใใใฆ้ใซใๅบใ ใใพใใใใใฎ้ใพใซใ็ฟใใใใใใใใจ้ซใใใๅฒฉๅฃใใใในใใใ็ปใฎใผใฃใฆใใฃใฆใใใใใชใ้ใใใไธญใใใใใพใใใ
|
138 |
+
ใใใใใใใจใจใใฎๅฃฐใใใไธใใใฆใๆกๅคช้ใใใใใใฎไธปๅพใใ
ใใ
ใใใใใใพใใใๅใใใฎไธญใซๆปใใ่พผใใใงใใใพใใจใ้ฌผใใซใฎๅคงๅฐใใใใใใๅคงใใใใใฎๅฎถๆฅใใใใๅผใฒใ้ฃใคใใฆใไธไบบไธไบบใฒใจใใฒใจใใๅคชใตใจใ้ใฆใคใฎๆฃใผใใใตใใพใใใชใใใใใใใใใใใใจใใใใงใๅใใใฃใฆใใพใใใ
|
139 |
+
ใใใใฉใใไฝใใใ ใๅคงใใใฐใฃใใใงใใใใใฎใชใ้ฌผใใซใฉใใฏใใใใใใใใซ็ฎใใคใคใใใไธใซใใใใฉใฏ็ฌใใฌใซๅใใใใใญใใใใคใใใใจใใฃใฆใฏใ็ใใใใ็ใใใใจ้ใซใใพใใใ็ฟใใใซ้กใใใๅผใฒใฃใใใใใจใใฃใฆใฏใใใใใๆณฃใชใๅบใ ใใฆใ้ใฆใคใฎๆฃใผใใไฝใชใซใใปใใๅบใ ใใฆใ้ๅใใใใใใฆใใพใใพใใใ
|
140 |
+
ใใใใพใใพใงใใพใใใฆใใใใใฃใฆใใ้ฌผใใซใฎๅคงๅฐใใใใใใใใจใใจใๆกๅคช้ใใใใใใซ็ตใใฟใตใใใใฆใใพใใพใใใๆกๅคช้ใใใใใใฏๅคงใใช้ฌผใใซใฎ่ไธญใใชใใซใ้ฆฌไนใใพใฎใใซใพใใใฃใฆใ
|
141 |
+
ใใฉใใ ใใใใงใ้ๅใใใใใใชใใใใ
|
142 |
+
ใใจใใฃใฆใใใ
ใใใ
ใใใใ
ใใใ
ใใๆผใใใใคใใพใใใ
|
143 |
+
ใ้ฌผใใซใฎๅคงๅฐใใใใใใฏใๆกๅคช้ใใใใใใฎๅคงๅใ ใใใใง้ฆใใณใใใใใใฆใใใ่ฆใใใใใฃใฆใใพใใพใใใใใๅคงใใใคใถใฎๆถใชใฟใ ใใผใใผใใใผใใชใใใ
|
144 |
+
ใ้ๅใใใใใใพใใ้ๅใใใใใใพใใๅฝใใฎใกใ ใใฏใๅฉใใใไธใใ ใใใใใฎไปฃใใใใซๅฎ็ฉใใใใใฎใใฎใใใใใไธใใใพใใใ
|
145 |
+
ใใใ่จใใฃใฆใใใใใฆใใใใพใใใ
|
146 |
+
ใ้ฌผใใซใฎๅคงๅฐใใใใใใฏ็ดๆใใใใใฎใจใใใใๅใใใใใใใใใฟใฎใซใใใใ็ฌ ใใใใใกใงใฎๅฐใใฅใกใซๅฆๆๅฎ็ ใซใใใปใใใ
ใใใฎใปใใใใใ ใฎใใใใพใใ ใฎใใใใ ใฎใไธ็ใใใใงใใกใฐใ่ฒดใจใใจใๅฎ็ฉใใใใใฎใๅฑฑใฎใใใซ่ปใใใพใซ็ฉใคใใงๅบใ ใใพใใใ
|
147 |
+
ใๆกๅคช้ใใใใใใฏใใใใใฎๅฎ็ฉใใใใใฎใใฎใใใ็ฉใคใใงใไธใซใใฎๅฎถๆฅใใใใจใใฃใใใซใใพใ่นใตใญใซไนใฎใใพใใใๅธฐใใใใฏ่กใใใใใพใไธใใ่นใตใญใฎ่ตฐใฏใใใฎใ้ใฏใใใฃใฆใ้ใพใใชใๆฅๆฌใซใปใใฎๅฝใใซใซ็ใคใใพใใใ
|
148 |
+
ใ่นใตใญใ้ธใใใซ็ใคใใพใใจใๅฎ็ฉใใใใใฎใใใฃใฑใ็ฉใคใใ ่ปใใใพใใ็ฌใใฌใๅ
ใใใซ็ซใใฃใฆๅผใฒใๅบใ ใใพใใใใใใ็ถฑใคใชใๅผใฒใใฆใ็ฟใใใใใจใๆผใใใพใใใ
|
149 |
+
ใใใใใใใใใใใใใใ
|
150 |
+
ใไธใซใใฏ้ใใใใใซใใใๅฃฐใใใใใใใ้ฒใใใใงใใใพใใใ
|
151 |
+
ใใใกใงใฏใใใใใใจใใใฐใใใใใใใใใใใใ
|
152 |
+
ใใใๆกๅคช้ใใใใใใๅธฐใใใใใใชใใฎใ ใใใ
|
153 |
+
ใใจ่จใใ่จใใใ้ฆใใณใใฎใฐใใฆๅพ
ใพใฃใฆใใพใใใใใใธๆกๅคช้ใใใใใใไธใซใใฎใใฃใฑใชๅฎถๆฅใใใใซใใถใใฉใใฎๅฎ็ฉใใใใใฎใๅผใฒใใใฆใใใใจใใใใใๆงๅญใใใใใใฆๅธฐใใใฃใฆๆฅใใพใใใฎใงใใใใใใใใใฐใใใใใ็ฎใ้ผปใฏใชใใชใใใฆๅใใใใณใพใใใ
|
154 |
+
ใใใใใใใใใใใใใใใๆฅๆฌไธใซใฃใฝใใใกใ ใใ
|
155 |
+
ใใจใใใใใใฏ่จใใใพใใใ
|
156 |
+
ใใพใใใพใใใใใใชใใฃใฆใไฝใชใซใใใใใ
|
157 |
+
ใใจใใฐใใใใฏ่จใใใพใใใ
|
158 |
+
ใๆกๅคช้ใใใใใใฏใใใฎๆใจใ็ฌใใฌใจ็ฟใใใจใใใฎๆนใปใใๅใใใฆใใ่จใใใพใใใ
|
159 |
+
ใใฉใใ ใ้ฌผใใซใใใฐใคใฏใใใใใใฃใใชใใใ
|
160 |
+
ใ็ฌใใฌใฏใฏใณใใฏใณใจใใใใใใซใปใใชใใใๅ่ถณใพใใใใง็ซใใกใพใใใ
|
161 |
+
ใ็ฟใใใฏใญใฃใใใญใฃใใจ็ฌใใใใชใใใ็ฝใใใๆญฏใฏใใใๅบใ ใใพใใใ
|
162 |
+
ใใใใฏใฑใณใใฑใณใจ้ณดใชใใชใใใใใใใใจๅฎ่ฟใกใ
ใใใใใใใพใใใ
|
163 |
+
ใ็ฉบใใใฏ้ใ
ใใใใใจๆดใฏใไธใใ๏ฟฝ๏ฟฝ๏ฟฝใฆใใๅบญใซใใซใฏๆกใใใใฎ่ฑใฏใชใๅฒใใไนฑใฟใ ใใฆใใพใใใ
|