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https://github.com/crewAIInc/crewAI.git
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d3ecd1d490
* Adding tool caching a loop execution prevention. This adds some guardrails, to both prevent the same tool to be used consecutively and also caching tool's results across the entire crew so it cuts down execution time and eventual LLM calls. This plays a huge role for smaller opensource models that usually fall into those behaviors patterns. It also includes some smaller improvements around the tool prompt and agent tools, all with the same intention of guiding models into better conform with agent instructions.
88 lines
1.9 KiB
Python
88 lines
1.9 KiB
Python
"""Prompts for generic agent."""
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from textwrap import dedent
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from typing import ClassVar
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from langchain.prompts import PromptTemplate
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from pydantic import BaseModel
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class Prompts(BaseModel):
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"""Prompts for generic agent."""
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TASK_SLICE: ClassVar[str] = dedent(
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"""\
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Begin! This is VERY important to you, your job depends on it!
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Current Task: {input}
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{agent_scratchpad}
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"""
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)
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MEMORY_SLICE: ClassVar[str] = dedent(
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"""\
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This is the summary of your work so far:
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{chat_history}
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"""
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)
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ROLE_PLAYING_SLICE: ClassVar[str] = dedent(
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"""\
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You are {role}.
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{backstory}
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Your personal goal is: {goal}
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"""
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)
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TOOLS_SLICE: ClassVar[str] = dedent(
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"""\
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TOOLS:
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------
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You have access to the following tools:
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{tools}
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To use a tool, please use the exact following format:
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```
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Thought: Do I need to use a tool? Yes
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Action: the action to take, should be one of [{tool_names}], just the name.
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Action Input: the input to the action
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Observation: the result of the action
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```
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When you have a response for your task, or if you do not need to use a tool, you MUST use the format:
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```
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Thought: Do I need to use a tool? No
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Final Answer: [your response here]
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```
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"""
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)
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VOTING_SLICE: ClassVar[str] = dedent(
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"""\
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You are working on a crew with your co-workers and need to decide who will execute the task.
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These are your format instructions:
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{format_instructions}
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These are your co-workers and their roles:
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{coworkers}
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"""
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)
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TASK_EXECUTION_WITH_MEMORY_PROMPT: ClassVar[str] = PromptTemplate.from_template(
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ROLE_PLAYING_SLICE + TOOLS_SLICE + MEMORY_SLICE + TASK_SLICE
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)
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TASK_EXECUTION_PROMPT: ClassVar[str] = PromptTemplate.from_template(
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ROLE_PLAYING_SLICE + TOOLS_SLICE + TASK_SLICE
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)
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CONSENSUNS_VOTING_PROMPT: ClassVar[str] = PromptTemplate.from_template(
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ROLE_PLAYING_SLICE + VOTING_SLICE + TASK_SLICE
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)
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