Datasets:
jblitzar
/
github-python-corpus

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print("录制停止中...")
recording_active = False
audio_thread.join()
video_thread.join()
print("录制已停止")
# <FILESEP>
from extensions.AgentOoba.script import AgentOobaVars, ooba_call
from modules.text_generation import get_encoded_length
import re
from html import escape
import uuid
import sys
from langchain.text_splitter import RecursiveCharacterTextSplitter
text_splitter = RecursiveCharacterTextSplitter(
chunk_size = AgentOobaVars["max-context"]/4,
chunk_overlap = AgentOobaVars["max-context"]/20,
length_function = get_encoded_length
)
class Objective:
def __init__(self, objective, task_idx, recursion_level, state, parent=None):
self.objective = objective
self.parent = parent
self.recursion_level = recursion_level
self.state = state
self.tasks = []
self.done = (recursion_level == AgentOobaVars["recursion-max"])
self.parent_task_idx = task_idx
self.current_task_idx = 0
self.output = []
self.context = {}
self.generate_context()
if not self.done:
output_tasks = self.split_objective()
self.tasks = [task for task in output_tasks if not AgentOobaVars["processed-task-storage"].task_exists(task)]
if AgentOobaVars["verbose"] and len(self.tasks) < len(output_tasks):
print("Tasks pruned\n", file=sys.stderr)
before = "\n".join(output_tasks)
after = "\n".join(self.tasks)
print(f"Before:\n{before}\n", file=sys.stderr)
print(f"After:\n{after}\n", file=sys.stderr)
if len(self.tasks) == 0:
self.done = True
else:
AgentOobaVars["processed-task-storage"].add_tasks(self.tasks, [uuid.uuid4().hex for task in self.tasks])
def make_prompt(self,
directive,
include_objectives=True,
context_objectives=False,
context_resources=False,
context_abilities=False
):
constr=""
context_resources = context_resources and "resources-needed" in self.context
context_abilities = context_abilities and "abilities-needed" in self.context
context_objectives = context_objectives and self.parent and (self.parent_task_idx > 0)
if any([context_resources, context_abilities, context_objectives]):
constr = "Context:\n"
if context_resources:
constr += f"Resources needed for completing _TASK_:\n{self.context['resources-needed']}\n"
constr += f"Resources available:\n{self.context['resources-available'] if 'resources-available' in self.context else 'None'}\n"
if context_abilities:
constr += f"Abilities needed for completing _TASK_:\n{self.context['abilities-needed']}\n"
constr += f"Abilities available:\n{self.context['abilities-available'] if 'abilities-available' in self.context else 'None'}\n"
if context_objectives:
constr += f"The following is a list of objectives that have already been completed:\n"
constr += "\n".join([f"Objective {self.recursion_level-1}, Task {i+1}: {self.parent.tasks[i].objective}" for i in range(self.parent_task_idx)])
constr += "\n"
constr += "\n"
directive = "\n".join([line.strip() for line in (directive.split("\n") if "\n" in directive else [directive])])
directive = directive.replace("_TASK_", f"Objective {self.recursion_level}").strip()
constr = constr.replace("_TASK_", f"Objective {self.recursion_level}")
objstr = f"Remember these objectives:\n{self.prompt_objective_context()}\n\n" if include_objectives else ""
return f"{AgentOobaVars['human-prefix']}\n{AgentOobaVars['directives']['Primary directive']}\n\n{objstr}{constr}Instructions:\n{directive}\n\n{AgentOobaVars['assistant-prefix']}"
def assess_model_ability(self):
directive = AgentOobaVars["directives"]["Assess ability directive"]
prompt = self.make_prompt(directive, include_objectives=True, context_abilities=True, context_resources=True)
response = ooba_call(prompt, self.state).strip()
return 'yes' in response.lower()
def do_objective(self):
directive = AgentOobaVars["directives"]["Do objective directive"]
response = ooba_call(self.make_prompt(directive, include_objectives=True, context_abilities=True, context_resources=True), self.state).strip()
return response
def generate_context(self):
self.context["resources-available"]="None"
init_abilities="""
- Following Instructions: You follow instructions exceptionally well and pay close attention to them.
- Generating Text: You are an AI and can generate text. You can use this ability for tasks such as writing, summarizing, making decisions, answering questions, and developing plans.
- Using Tools: You can use any tools that are available to you.
"""
self.context["abilities-available"]=init_abilities.strip()
directive = AgentOobaVars["directives"]["Generate thoughts directive"]
response = ooba_call(self.make_prompt(directive, include_objectives=True), self.state).strip()
context_regex = re.compile('Resources: (.+)\nAbilities: (.+)',re.DOTALL)