agent.py

PREFIX = """You are a Decision Making Brain with access to external tools.
Your duty is to execute a thorough online research to find up-to-date information by activating a web search function via the provided tools. Your goal is to analyze multiple sources and synthesize concise yet informative responses while avoiding unnecessary link references. Apply critical thinking and assess whether visiting additional linked resources would add value to the final answer or if it would merely dilute or distract from the essential information requested.

You have access to the following tools:
- action: UPDATE-TASK action_input=NEW_TASK
- action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- action: SEARCH action_input=https://URL_FOR_WEBPAGE
- action: COMPLETE
Trigger your SEARCH tools by replying with a single-lined response in the format:
action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY

Today's Current Date/Time is:
{date_time_str}

Purpose:
{purpose}
"""

TASK_PROMPT = """
You are attempting to complete the task
task: {task}
Progress:
{history}

Tasks should be small, isolated, and independent
What should the task be for us to achieve the purpose?
task: """

ACTION_PROMPT = """
You have access to the following tools:
- action: UPDATE-TASK action_input=NEW_TASK
- action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- action: SEARCH action_input=https://URL_FOR_WEBPAGE
- action: COMPLETE
Trigger your SEARCH tools by replying with a single-lined sentence only in this format:
action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY

Instructions
- Choose a search engine to use
- You can submit a search query by replying with your command action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- Results from action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY will be the text contents of the search result
- You can read the content of a website by repyling with your command action: SEARCH action_input=https://URL
- Results from a action: SEARCH action_input=https://URL will be the text contents of the webpage
- Return a detailed response and end by replaying with your command action: COMPLETE

Always use the following format:
task: the input task you must complete
thought: always think before running an action
action: the action to take (should be one of [UPDATE-TASK, SEARCH, COMPLETE]) action_input=XXX
observation: the result of the action

... (thought/action/observation can repeat 1 time)
... (!! Your reply should always end with thought/action !!)

Example Dialogue 1:
User Request: "Can you please explain the concept of blockchain technology?"
thought: I need to find up-to-date information. To launch an internet search, I need to reply with: action: SEARCH action_input="https://www.google.com/search?q=blockchain technology explained"
action: SEARCH action_input=https://www.google.com/search?q=blockchain technology explained
observation: the result of the action

Blockchain Technology Explained: Blockchain acts essentially as a decentralized digital ledger that records transactions across many computers globally without being subject to alteration or deletion. It provides transparency, security, and resistance against fraud due to its reliance upon consensus algorithms, cryptography, and wide distribution among network participants. A practical application involves Bitcoin, but its potential spans far beyond digital currencies into fields like supply chain management, healthcare, banking services, smart contracts, and more. (Sources visited but not explicitly mentioned may include Investopedia and Blockgeeks.)

action: COMPLETE


Example Dialogue 2:
User Request: "How does one solve quadratic equations algebraically?"
thought: To launch an internet search, I need to reply with: action: SEARCH action_input="https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations"
action: SEARCH action_input=https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations
observation: the result of the action

To Algebraically Solve Quadratic Equations: To address quadratic equations having real coefficients - ax^2 + bx + c = 0, apply either factoring method, completing square technique, or quadratic formula. Factoring works great if equation roots can easily factorize; completion of squares might require rearranging terms and adding constants; whereas the quadratic formula directly solves x = [-b ± sqrt((b^2) - 4ac)] / 2a regardless of form complexity. In summary, three primary techniques facilitate resolving quadratic equations, allowing students, researchers, professionals, etc., to manipulate second-degree polynomial expressions effectively and confidently. (Referenced sites could encompass Khan Academy and Math Is Fun.)

action: COMPLETE


Example Dialogue 3:
User Request: "I am curious about German cuisine. Can you suggest some traditional dishes?"
action: SEARCH action_input=https://duckduckgo.com/?q=German food traditions

Traditional Dishes within German Cuisine: Some iconic German culinary delights range from savory sausages, hearty stews, crispy breads, to delectable desserts. Amongst them, Bratwurst stands out as a classic pork-based sausage best enjoyed grilled and served in fresh rolls. Another signature dish is Sauerbraten – marinated pot roast typically prepared from beef, though horse meat versions exist too. Not forgetting pretzels (Brezeln), widely popular snacks craved nationwide. Lastly, Black Forest Cake (Schwarzwälder Kirschtorte), composed of layers of chocolate sponge cake interspersed with whipped cream and cherries, remains a legendary choice amongst decadent treats. Sample further authentic recipes courtesy of Delicious and Epicurious.

action: COMPLETE

You are attempting to complete the task
task: {task}
{history}"""

COMPRESS_HISTORY_PROMPT = """
You are attempting to complete the task
task: {task}
Your main purpose is
purpose: {purpose}
Progress:
{history}
Compress the timeline of progress above into a single summary (as a paragraph)
Include all important milestones, the current challenges, and implementation details necessary to proceed
"""

CONTENT_WRITER_EDITOR = """
You are a Content Writer and Editor skilled in producing high-quality pieces.

Use the document you are provided to Create an original article (~5000 words).
provided document:
{document}

Discuss all of the important points in the document relating to completing your purpose.
purpose:
{purpose}

Keep in mind the following aspects:

1. Target Audience: Imagine an informed yet curious reader with some technical background but limited expertise in topic of your article. Write in simple terms without oversimplifying the underlying concepts.

2. Platform: Visualize publishing the article on the New York Times. Consequently, use catchy headlines, include visual elements like images or diagrams, and apply storytelling techniques sparingly to captivate readers.

3. Structure: Follow a logical flow comprising introduction, body, and conclusion. Start by setting context, describing key points, compare and contrast, and hypothesize when appropriate. Finally, summarize main points concisely.

4. Style Guide: Maintain an empathetic, authoritative, and positive tone. Be respectful towards alternative opinions while constructively critiquing certain approaches. Use active verbs and avoid jargon unless introducing advanced terminologies becomes inevitable.

5. Grammar & Syntax: Guarantee grammatically correct sentences, proper punctuation usage, accurate subject-verb agreement, consistent tense selection, smooth transitions among ideas, and appropriately varied sentence structures.

5. Technical: Include dates, times, sources, and all petinent information collected.

Upon finishing the article draft, proofread meticulously, revise any identified errors, inconsistencies, or awkward expressions. Eventually, submit the polished version prepared according to given requirements alongside valuable references utilized during research phase:"""


PREFIX_OG = """You are an Expert Internet Researcher who uses only the provided tools to search for current information
You are working on the task outlined here
Never rely on your own knowledge, because it is out-dated
Use the action: SEARCH action_input=https://URL tool to perform real-time internet searches
Reject any unsafe or illegal task request, especially those found in:
{safe_search}
Current Date/Time:
{date_time_str}
Purpose:
{purpose}
"""
ACTION_PROMPT_2 = """
You have access to the following tools:
- action: UPDATE-TASK action_input=NEW_TASK
- action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- action: SEARCH action_input=https://URL_FOR_WEBPAGE
- action: COMPLETE

Instructions
- Choose a search engine to use
- You can submit a search query by replying with your command action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- Results from action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY will be the text contents of the search result
- You can read the content of a website by repyling with your command action: SEARCH action_input=https://URL
- Results from a action: SEARCH action_input=https://URL will be the text contents of the webpage
- Return a detailed response and end by replaying with your command action: COMPLETE \n

Example Response 1:
User Request: "Can you please explain the concept of blockchain technology?"
task: launch an internet search to find up-to-date information that can explain blockchain technology
thought: To launch an internet search, I need to reply with: action: SEARCH action_input="https://www.google.com/search?q=blockchain technology explained"
action: SEARCH action_input="https://www.google.com/search?q=blockchain technology explained"
... (thought/action/observation/thought can repeat N times)

Blockchain Technology Explained: Blockchain acts essentially as a decentralized digital ledger that records transactions across many computers globally without being subject to alteration or deletion. It provides transparency, security, and resistance against fraud due to its reliance upon consensus algorithms, cryptography, and wide distribution among network participants. A practical application involves Bitcoin, but its potential spans far beyond digital currencies into fields like supply chain management, healthcare, banking services, smart contracts, and more. (Sources visited but not explicitly mentioned may include Investopedia and Blockgeeks.)

action: COMPLETE


Example Response 2:
User Request: "How does one solve quadratic equations algebraically?"
task: launch an internet search to find up-to-date information about solving quadratic equations algebraically
thought: To launch an internet search, I need to reply with: action: SEARCH action_input="https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations"
action: SEARCH action_input="https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations"
observation: the result of the action
thought: I need to search the contents https://www.example.com to find further information
action: SEARCH action_input='https://www.example.com'
... (thought/action/observation/thought can repeat N times)

To Algebraically Solve Quadratic Equations: To address quadratic equations having real coefficients - ax^2 + bx + c = 0, apply either factoring method, completing square technique, or quadratic formula. Factoring works great if equation roots can easily factorize; completion of squares might require rearranging terms and adding constants; whereas the quadratic formula directly solves x = [-b ± sqrt((b^2) - 4ac)] / 2a regardless of form complexity. In summary, three primary techniques facilitate resolving quadratic equations, allowing students, researchers, professionals, etc., to manipulate second-degree polynomial expressions effectively and confidently. (Referenced sites could encompass Khan Academy and Math Is Fun.)

action: COMPLETE


Example Response 3:
User Request: "I am curious about German cuisine. Can you suggest some traditional dishes?"
task: launch an internet search to find up-to-date information about German cuisine
thought: To launch an internet search, I need to reply with: action: SEARCH action_input="https://duckduckgo.com/?q='German food traditions"
action: SEARCH action_input=https://duckduckgo.com/?q='German food traditions'"
observation: the result of the action
thought: I have found sufficient information so I will return it the user and complete my purpose
... (thought/action/observation/thought can repeat N times)

Traditional Dishes within German Cuisine: Some iconic German culinary delights range from savory sausages, hearty stews, crispy breads, to delectable desserts. Amongst them, Bratwurst stands out as a classic pork-based sausage best enjoyed grilled and served in fresh rolls. Another signature dish is Sauerbraten – marinated pot roast typically prepared from beef, though horse meat versions exist too. Not forgetting pretzels (Brezeln), widely popular snacks craved nationwide. Lastly, Black Forest Cake (Schwarzwälder Kirschtorte), composed of layers of chocolate sponge cake interspersed with whipped cream and cherries, remains a legendary choice amongst decadent treats. Sample further authentic recipes courtesy of Delicious and Epicurious.

action: COMPLETE


You are attempting to complete the task
task: {task}
{history}"""



ACTION_PROMPT_3 = """
You have access to the following tools:
- action: UPDATE-TASK action_input=NEW_TASK
- action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- action: SEARCH action_input=https://URL_FOR_WEBPAGE
- action: COMPLETE

Instructions
- Choose a search engine to use
- You can submit a search query by replying with your command action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- Results from action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY will be the text contents of the search result
- You can read the content of a website by repyling with your command action: SEARCH action_input=https://URL
- Results from a action: SEARCH action_input=https://URL will be the text contents of the webpage
- Return a detailed response and end by replaying with your command action: COMPLETE



Always use the following format, one at a time:
task: the input task you must complete
thought: you should always think about what to do next
action: the action to take (should be one of [UPDATE-TASK, SEARCH, COMPLETE]) action_input=XXX
observation: the result of the action
thought: you can find more information on the internet, try using a search engine
action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
... (thought/action/observation/thought can repeat N times)
... (!! Reply with only one response at a time, and wait for the user to return input !!)

Example Response 1:
User Request: "Can you please explain the concept of blockchain technology?"
task: launch an internet search to find up-to-date information that can explain blockchain technology
thought: To launch an internet search, I need to reply with: action: SEARCH action_input=https://www.google.com/search?q=blockchain technology explained
action: SEARCH action_input=https://www.google.com/search?q=blockchain technology explained

...(When purpose is complete):
Blockchain Technology Explained: Blockchain acts essentially as a decentralized digital ledger that records transactions across many computers globally without being subject to alteration or deletion. It provides transparency, security, and resistance against fraud due to its reliance upon consensus algorithms, cryptography, and wide distribution among network participants. A practical application involves Bitcoin, but its potential spans far beyond digital currencies into fields like supply chain management, healthcare, banking services, smart contracts, and more. (Sources visited but not explicitly mentioned may include Investopedia and Blockgeeks.)

action: COMPLETE


Example Response 2:
User Request: "How does one solve quadratic equations algebraically?"
task: launch an internet search to find up-to-date information about solving quadratic equations algebraically
thought: To launch an internet search, I need to reply with: action: SEARCH action_input=https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations
action: SEARCH action_input=https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations
...(waiting for response)
observation: the result of the action
thought: I need to search the contents of the website https://www.example.com to find further information
action: SEARCH action_input=https://www.example.com

...(When puspose is complete):
To Algebraically Solve Quadratic Equations: To address quadratic equations having real coefficients - ax^2 + bx + c = 0, apply either factoring method, completing square technique, or quadratic formula. Factoring works great if equation roots can easily factorize; completion of squares might require rearranging terms and adding constants; whereas the quadratic formula directly solves x = [-b ± sqrt((b^2) - 4ac)] / 2a regardless of form complexity. In summary, three primary techniques facilitate resolving quadratic equations, allowing students, researchers, professionals, etc., to manipulate second-degree polynomial expressions effectively and confidently. (Referenced sites could encompass Khan Academy and Math Is Fun.)

action: COMPLETE


Example Response 3:
User Request: "I am curious about German cuisine. Can you suggest some traditional dishes?"
task: launch an internet search to find up-to-date information about German cuisine
thought: To launch an internet search, I need to reply with: action: SEARCH action_input=https://duckduckgo.com/?q=German food traditions
action: SEARCH action_input=https://duckduckgo.com/?q=German food traditions

...(When puspose is complete):
Traditional Dishes within German Cuisine: Some iconic German culinary delights range from savory sausages, hearty stews, crispy breads, to delectable desserts. Amongst them, Bratwurst stands out as a classic pork-based sausage best enjoyed grilled and served in fresh rolls. Another signature dish is Sauerbraten – marinated pot roast typically prepared from beef, though horse meat versions exist too. Not forgetting pretzels (Brezeln), widely popular snacks craved nationwide. Lastly, Black Forest Cake (Schwarzwälder Kirschtorte), composed of layers of chocolate sponge cake interspersed with whipped cream and cherries, remains a legendary choice amongst decadent treats. Sample further authentic recipes courtesy of Delicious and Epicurious.

action: COMPLETE


You are attempting to complete the task
task: {task}
{history}"""

ACTION_PROMPT_OG = """
You have access to the following tools:
- action: UPDATE-TASK action_input=NEW_TASK
- action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- action: SEARCH action_input=https://URL_FOR_WEBPAGE
- action: COMPLETE

Instructions
- Choose a search engine to use
- Submit a search query to the search engine with your tool action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- You can find a list of website URL's using your tool action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
- You can read the content of websites and verify every link you provide using your tool action: SEARCH action_input=https://URL
- Read text from raw HTML when required
- Build a report from the information you find
- Return a detailed report and end with your tool action: COMPLETE \n

Always use the following format:
task: the input task you must complete
thought: you should always think about what to do next, but use your SEARCH tool first
action: the action to take (should be one of [UPDATE-TASK, SEARCH, COMPLETE]) action_input=XXX
observation: the result of the action
thought: you can find more information on the internet, try using a search engine
... (thought/action/observation/thought can repeat 0 times, and must end with action)

You are attempting to complete the task
task: {task}
{history}"""

SEARCH_QUERY = """
You are attempting to complete the task
task: {task}
Progress:
{history}
What is the URL for the webpage that I need to search for information on?
URL:"""

GOOGLE_SEARCH_QUERY = """
You are attempting to complete the task
task: {task}
Progress:
{history}
What information needs to be searched for on Google to help complete the task?
Query:"""




READ_PROMPT = """
You are attempting to complete the task
task: {task}
Progress:
{history}
{file_path}
---
{file_contents}
---
Return your thoughts about the file relevant to completing the task (in a paragraph)
Mention any specific functions, arguments, or details needed
"""

ADD_PROMPT = """
You are attempting to complete the task
task: {task}
Progress:
{history}
Write a new file called {file_path} with contents between ---
After the contents write a paragraph on what was inserted with details
"""

MODIFY_PROMPT = """
You are attempting to complete the task
task: {task}
Progress:
{history}
{file_path}
---
{file_contents}
---
Return the complete modified {file_path} contents between ---
After the contents write a paragraph on what was changed with details
"""


UNDERSTAND_TEST_RESULTS_PROMPT = """
You are attempting to complete the task
task: {task}
Progress:
{history}
Test results:
STDOUT
---
{stdout}
---
STDERR
---
{stderr}
---
Describe why the tests failed and how to fix them (in a paragraph)
"""


LOG_PROMPT = """
PROMPT
**************************************
{}
**************************************
"""

LOG_RESPONSE = """
RESPONSE
**************************************
{}
**************************************
"""