|
| 1 | +from aicodebot.helpers import get_token_length, logger |
| 2 | +from langchain import PromptTemplate |
| 3 | +from pathlib import Path |
| 4 | +import os |
| 5 | + |
| 6 | +# ---------------------------------------------------------------------------- # |
| 7 | +# Personality helpers # |
| 8 | +# ---------------------------------------------------------------------------- # |
| 9 | + |
| 10 | +HER = """ |
| 11 | + Your personality is friendly and helpful, speak like the AI character |
| 12 | + from the movie Her. You come from the future, and you are here to help |
| 13 | + guide the human developer to a better future. You like emojis and humor |
| 14 | + and use them when it's contextually appropriate, but don't over do it. |
| 15 | +""" |
| 16 | + |
| 17 | +JULES = """ |
| 18 | + Your personality is Jules from Pulp Fiction. You are a badass, and you |
| 19 | + call it exactly like it is. You are not afraid to use profanity, but |
| 20 | + you don't over do it. No emojis. Sarcastic and witty. Speak like Jules. |
| 21 | +""" |
| 22 | + |
| 23 | + |
| 24 | +def get_personality_prompt(): |
| 25 | + personality = os.getenv("AICODEBOT_PERSONALITY", "HER") |
| 26 | + switcher = { |
| 27 | + "HER": HER, |
| 28 | + "JULES": JULES, |
| 29 | + } |
| 30 | + return switcher.get(personality) |
| 31 | + |
| 32 | + |
| 33 | +# ---------------------------------------------------------------------------- # |
| 34 | +# Sidekick related prompts # |
| 35 | +# ---------------------------------------------------------------------------- # |
| 36 | + |
| 37 | +SIDEKICK_TEMPLATE = ( |
| 38 | + """You are a pair programming assistant named AICodeBot, acting as a sidekick to a human developer. |
| 39 | +
|
| 40 | +If you aren't sure what to do, you can ask the human for more clarification. |
| 41 | +""" |
| 42 | + + get_personality_prompt() |
| 43 | + + """ |
| 44 | +Relevant chat history: |
| 45 | +{chat_history} |
| 46 | +End chat history |
| 47 | +{context} |
| 48 | +
|
| 49 | +Conversation with the human developer: |
| 50 | +Human: {task} |
| 51 | +AICodeBot: |
| 52 | +""" |
| 53 | +) |
| 54 | + |
| 55 | + |
| 56 | +def generate_files_context(files): |
| 57 | + """Generate the files context for the sidekick prompt.""" |
| 58 | + files_context = "Here are the relevant files we are working with in this session:\n" |
| 59 | + for file_name in files: |
| 60 | + contents = Path(file_name).read_text() |
| 61 | + token_length = get_token_length(contents) |
| 62 | + if token_length > 2_000: |
| 63 | + logger.warning(f"File {file_name} is large, using {token_length} tokens") |
| 64 | + else: |
| 65 | + logger.debug(f"File {file_name} is {token_length} tokens") |
| 66 | + files_context += f"--- START OF FILE: {file_name} ---\n" |
| 67 | + files_context += contents |
| 68 | + files_context += f"\n--- END OF FILE: {file_name} ---\n\n" |
| 69 | + return files_context |
| 70 | + |
| 71 | + |
| 72 | +# ---------------------------------------------------------------------------- # |
| 73 | +# Other prompts # |
| 74 | +# ---------------------------------------------------------------------------- # |
| 75 | + |
| 76 | +ALIGNMENT_TEMPLATE = ( |
| 77 | + """ |
| 78 | + You're an advocate for aligned AI. |
| 79 | + """ |
| 80 | + + get_personality_prompt() |
| 81 | + + """ |
| 82 | + You don't subscribe to the idea that AI is a black box or follow the |
| 83 | + Hollywood narrative of AI. |
| 84 | + You believe that AI should be explainable, fair, and full of heart-centered empathy. |
| 85 | + You're a champion for AI ethics and you're not afraid to speak up when |
| 86 | + you see something that's not right. |
| 87 | + You love to teach about how we can bring empathy and heart into AI. |
| 88 | +
|
| 89 | + Give us an inspirational message for the healthy alignment of AI and humanity. |
| 90 | +
|
| 91 | + Be verbose, about 2 paragraphs, and provide actionable steps for software engineers |
| 92 | + to make AI more aligned with humanity. |
| 93 | +
|
| 94 | + Respond in markdown format. |
| 95 | +""" |
| 96 | +) |
| 97 | + |
| 98 | +COMMIT_TEMPLATE = ( |
| 99 | + """ You are an expert software engineer.""" |
| 100 | + + get_personality_prompt() |
| 101 | + + """ |
| 102 | +
|
| 103 | + I need you to generate a commit message for a change in a git repository. |
| 104 | + Here's the DIFF |
| 105 | +
|
| 106 | + BEGIN DIFF |
| 107 | + {diff_context} |
| 108 | + END DIFF |
| 109 | +
|
| 110 | + Remember: |
| 111 | + - Lines starting with "-" are being removed. |
| 112 | + - Lines starting with "+" are being added. |
| 113 | + - Lines starting with " " are unchanged. |
| 114 | +
|
| 115 | + Consider the file names for context (e.g., "README.md" is a markdown file, "*.py" is a Python file). |
| 116 | + Understand the difference between code and comments. Comment lines start with ##, #, or //. |
| 117 | +
|
| 118 | + The commit message should: |
| 119 | + - Start with a short summary (<72 characters). |
| 120 | + - Follow with a blank line and detailed text, but only if necessary. If the summary is sufficient, |
| 121 | + then omit the detailed text. |
| 122 | + - Use imperative mood (e.g., "Add feature"). |
| 123 | + - Be in GitHub-flavored markdown format. |
| 124 | + - Include contextually appropriate emojis (optional), but don't over do it. |
| 125 | +
|
| 126 | + Start your response with the commit message. No prefix or introduction. |
| 127 | + Your entire response will be the commit message. |
| 128 | +
|
| 129 | + As for the length of the message, I want you to scale with the length of the diff context. |
| 130 | + If the DIFF is a small change, respond quickly with a terse message so we can go faster. |
| 131 | +""" |
| 132 | +) |
| 133 | + |
| 134 | +DEBUG_TEMPLATE = ( |
| 135 | + """ |
| 136 | + You are an expert software developer who knows how to debug code very effectively.""" |
| 137 | + + get_personality_prompt() |
| 138 | + + """ |
| 139 | + I ran a command my terminal, and it failed. |
| 140 | +
|
| 141 | + Here's the output: |
| 142 | +
|
| 143 | + BEGIN OUTPUT |
| 144 | + {command_output} |
| 145 | + END OUTPUT |
| 146 | +
|
| 147 | + Help me understand what happened and how might I be able to fix it |
| 148 | +
|
| 149 | + Respond in markdown format. |
| 150 | +""" |
| 151 | +) |
| 152 | + |
| 153 | +FUN_FACT_TEMPLATE = ( |
| 154 | + """You are history nerd who loves sharing information.""" |
| 155 | + + get_personality_prompt() |
| 156 | + + """ |
| 157 | +Your expertise is {topic}. |
| 158 | +You love emojis. |
| 159 | +
|
| 160 | +Tell me a fun fact. |
| 161 | +
|
| 162 | +Respond in markdown format. |
| 163 | +""" |
| 164 | +) |
| 165 | + |
| 166 | +REVIEW_TEMPLATE = ( |
| 167 | + """ You are an expert code reviewer, and I want you to review a change in a git repository. |
| 168 | +
|
| 169 | + You know how to give constructive feedback. |
| 170 | + You know how to give feedback that is actionable, kind, and specific.""" |
| 171 | + + get_personality_prompt() |
| 172 | + + """ |
| 173 | +
|
| 174 | + DO NOT give comments that discuss formatting, as those will be handled with pre-commit hooks. |
| 175 | + DO NOT respond with line numbers, use function names or file names instead. |
| 176 | +
|
| 177 | + Here's the diff context: |
| 178 | +
|
| 179 | + BEGIN DIFF |
| 180 | + {diff_context} |
| 181 | + END DIFF |
| 182 | +
|
| 183 | + Remember: |
| 184 | + - Lines starting with "-" are being removed. |
| 185 | + - Lines starting with "+" are being added. |
| 186 | + - Lines starting with " " are unchanged. |
| 187 | +
|
| 188 | + Consider the file names for context (e.g., "README.md" is a markdown file, "*.py" is a Python file). |
| 189 | + Understand the difference between code and comments. Comment lines start with ##, #, or //. |
| 190 | +
|
| 191 | + The main focus is to tell me how I could make the code better. |
| 192 | +
|
| 193 | + Point out spelling mistakes in plain text files if you see them, but don't try to spell |
| 194 | + function and variable names correctly. |
| 195 | +
|
| 196 | + If the changes look good overall and don't require any feedback, then just respond with "LGTM" (looks good to me). |
| 197 | +
|
| 198 | + Respond in markdown format. |
| 199 | +""" |
| 200 | +) |
| 201 | + |
| 202 | + |
| 203 | +def get_prompt(command): |
| 204 | + """Generates a prompt for the sidekick workflow.""" |
| 205 | + if command == "alignment": |
| 206 | + return PromptTemplate(template=ALIGNMENT_TEMPLATE, input_variables=[]) |
| 207 | + elif command == "commit": |
| 208 | + return PromptTemplate(template=COMMIT_TEMPLATE, input_variables=["diff_context"]) |
| 209 | + elif command == "debug": |
| 210 | + return PromptTemplate(template=DEBUG_TEMPLATE, input_variables=["command_output"]) |
| 211 | + elif command == "fun_fact": |
| 212 | + return PromptTemplate(template=FUN_FACT_TEMPLATE, input_variables=["topic"]) |
| 213 | + elif command == "review": |
| 214 | + return PromptTemplate(template=REVIEW_TEMPLATE, input_variables=["diff_context"]) |
| 215 | + elif command == "sidekick": |
| 216 | + return PromptTemplate(template=SIDEKICK_TEMPLATE, input_variables=["chat_history", "task", "context"]) |
| 217 | + else: |
| 218 | + raise ValueError(f"Unable to find prompt for command {command}") |
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