Update agent.py

agent.py

@@ -20,19 +20,25 @@ Purpose:
 {purpose}
 """
 
+TASK_PROMPT = """
+You are attempting to complete the task
+task: {task}
+Progress:
+{history}
 
-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}
+We can choose to either set a task or run an action.
+
+Tasks should be small, isolated, and independent
+What should the task be for us to achieve the purpose?
+task:
+
+--or--
+
+We should run an Internet Search:
+action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
 """
-ACTION_PROMPT_2 = """
+
+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
@@ -45,14 +51,20 @@ Instructions
 - 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
+- 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
+action: the action to take (should be one of [UPDATE-TASK, SEARCH, COMPLETE]) action_input=XXX
+observation: the result of the action
+
+... (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"
-... (thought/action/observation/thought can repeat N times)
+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.)
 
@@ -61,13 +73,8 @@ 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"
+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.)
 
@@ -76,12 +83,8 @@ 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'"
+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.
 
@@ -92,7 +95,53 @@ You are attempting to complete the task
 task: {task}
 {history}"""
 
-ACTION_PROMPT = """
+COMPRESS_HISTORY_PROMPT = """
+You are attempting to complete the task
+task: {task}
+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 point 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 Medium's AI & Machine Learning section. 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 challenges surrounding black-box models, building momentum toward Explainable AI benefits, recent advancements, limitations, and future directions. 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.
+
+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
@@ -105,20 +154,14 @@ Instructions
 - 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
-action: the action to take (should be one of [UPDATE-TASK, SEARCH, COMPLETE]) action_input=XXX
-observation: the result of the action
-
-... (action/observation/thought can repeat N times)
-... (!! Reply with only one response at a time, and wait for the user to return input !!)
+- 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?"
-action: SEARCH action_input=https://www.google.com/search?q=blockchain technology explained
-observation: the result of the action
+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.)
 
@@ -127,8 +170,13 @@ action: COMPLETE
 
 Example Response 2:
 User Request: "How does one solve quadratic equations algebraically?"
-action: SEARCH action_input=https://www.wolframalpha.com/input?i=algebraic solution methods for quadratic equations
+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.)
 
@@ -137,8 +185,12 @@ action: COMPLETE
 
 Example Response 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
+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.
 
@@ -150,6 +202,7 @@ task: {task}
 {history}"""
 
 
+
 ACTION_PROMPT_3 = """
 You have access to the following tools:
 - action: UPDATE-TASK action_input=NEW_TASK
@@ -221,12 +274,6 @@ 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
@@ -272,23 +319,7 @@ What information needs to be searched for on Google to help complete the task?
 Query:"""
 
 
-TASK_PROMPT = """
-You are attempting to complete the task
-task: {task}
-Progress:
-{history}
-
-We can choose to either set a task or run an action.
-
-Tasks should be small, isolated, and independent
-What should the task be for us to achieve the purpose?
-task:
-
---or--
 
-We should run an Internet Search:
-action: SEARCH action_input=https://SEARCH_ENGINE_URL/search?q=QUERY
-"""
 
 READ_PROMPT = """
 You are attempting to complete the task
@@ -344,15 +375,6 @@ Describe why the tests failed and how to fix them (in a paragraph)
 """
 
 
-COMPRESS_HISTORY_PROMPT = """
-You are attempting to complete the task
-task: {task}
-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
-"""
-
 LOG_PROMPT = """
 PROMPT
 **************************************