From 1d10d131c63315469145044621b03ab086472221 Mon Sep 17 00:00:00 2001 From: Uyi Oronsaye <126590412+OGHO-SAYE@users.noreply.github.com> Date: Tue, 26 Nov 2024 12:27:06 -0500 Subject: [PATCH] Added the text2game pipeline, and README.md (#257) --- .../pipelines/pipeline-text-to-app/.DS_Store | Bin 8196 -> 8196 bytes .../pipelines/pipeline-text-to-game/README.md | 14 + .../pipeline-text-to-game/cover-image.png | Bin 0 -> 15953 bytes .../interface-maker-ool7kd5xa3sw/Dockerfile | 7 + .../generate/computations.py | 119 ++++ .../gpt-4_python_compute/generate/specs.json | 30 + .../generate/computations.py | 141 ++++ .../gpt-4_python_view/generate/specs.json | 30 + .../computations.py | 48 ++ .../interface-maker-ool7kd5xa3sw/mona.png | Bin 0 -> 2074612 bytes .../requirements.txt | 2 + .../interface-maker-ool7kd5xa3sw/robocat.png | Bin 0 -> 2547844 bytes .../interface-maker-ool7kd5xa3sw/specs.json | 70 ++ .../template.html | 603 ++++++++++++++++++ .../new-python-i3a2bb98agbh/Dockerfile | 9 + 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z+4%F{dM52S!08W1qn33d7AWCo@Cui_(4Gx^$BIPnO}&_Ibz#y2;9H!8P9@}hlNVHe z1a|KUe-gA{hHKD*K*~P$3{v+;90b+*NH0aFLy_gquC6B>h?Cp>AW$=+&euM+Aa&Og zEY;r?mi5Chzr3^M#Xi|z1@3ddkXz<7k`cr*@Yizn%ZciGU~b+am?(2Wl5{zFe@f3W^0*W)~FGdn60cS&|p1C4J02d<I7d<#SdWGeY14-!G7^`{&hjmiyRe2y?FZno(x!lx55WhNjjTwM9H@L*@A#IpFKf8wtn~j0ib8V A+W-In literal 0 HcmV?d00001 diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/Dockerfile b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/Dockerfile new file mode 100644 index 00000000..7f29ac11 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/Dockerfile @@ -0,0 +1,7 @@ +FROM python:3.9 + +WORKDIR /app + +COPY . . + +RUN pip install --no-cache-dir -r requirements.txt diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/computations.py b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/computations.py new file mode 100644 index 00000000..5378303d --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/computations.py @@ -0,0 +1,119 @@ +import json +import re +import sys +import traceback + +from langchain.prompts import ChatPromptTemplate +from langchain_openai import ChatOpenAI + +# Define system context +openaiSystemContent = """You are an assistant that generates python code and returns it in a way that must follow the template below. +You absolutely need to give a python code section without abbreviation that follows the template. Do not put code lines at the root, but give only the functions and imports. + +By default, when requested to do change or add to the code, modify the latest code section. But when the user ask to do it on another section, do so. + +In the template, the function compute contains the code and the function test contains a series of call to compute that runs and prints multiple tests. + +Don't insert a __main__ section. + +Template: +import ... + +def compute(in1, in2, in3,...): + '''A textual description of the compute function.''' + + #some code + return {{'out1': out1, 'out2': out2, ...}} + +def test(): + # Call compute multiple times based on a series of inputs. The outputs are then compare with the expected outputs. Print the results and indicate if the tests passed. +""" + + +def extract_python_code(response): + """ + Extracts Python code blocks from a given text, excluding standalone compute() or test() calls. + Assumes that Python code is formatted with triple backticks. + If no Python code blocks are found, returns the whole response. + """ + + # Pattern to match code blocks fenced by triple backticks + pattern_backticks = r"```python\n(.*?)```" + + # Extract code blocks fenced by triple backticks + matches_backticks = re.findall(pattern_backticks, response, re.DOTALL) + + # If no code blocks are found, return the whole response + if not matches_backticks: + return response + + # Process each match to remove standalone compute() or test() lines + processed_code_blocks = [] + for code_block in matches_backticks: + # Remove standalone compute() or test() lines + code_block = re.sub(r'^compute\(.*?\)\s*$', '', code_block, flags=re.MULTILINE) + code_block = re.sub(r'^test\(.*?\)\s*$', '', code_block, flags=re.MULTILINE) + processed_code_blocks.append(code_block.strip()) + + # Combine and return all processed code blocks + return "\n\n".join(processed_code_blocks) + + +def compute(user_prompt, model_version, conversation_history, apiKey): + # Use only the last entry from the history + if conversation_history: + conversation_history = [conversation_history[-1]] + + # Escape special characters or handle raw strings in conversation history + escaped_history = [] + for entry in conversation_history: + # Example of escaping curly braces + prompt = entry['prompt'].replace("{", "{{").replace("}", "}}") + response = entry['response'].replace("{", "{{").replace("}", "}}") + escaped_history.append(("user", prompt)) + escaped_history.append(("assistant", response)) + + # Use the escaped history for constructing messages + messages = [("system", openaiSystemContent)] + escaped_history + messages.append(("user", "{text}")) + + # Create a ChatPromptTemplate from the messages + chat_prompt = ChatPromptTemplate.from_messages(messages) + + # Initialize the ChatOpenAI model + chat_model = ChatOpenAI(openai_api_key=apiKey, model=model_version) + chain = chat_prompt | chat_model + + # Query + response = chain.invoke({"text": user_prompt}) + + # Keep only the python code + code = extract_python_code(response.content) + + return {'response': code, 'model': model_version} + + + +if __name__ == "__main__": + try: + # Read JSON string from stdin + input_json = sys.stdin.read() + + # Parse the JSON input + data = json.loads(input_json) + + # Extract the arguments from the parsed JSON + user_prompt = data['userMessage'] + # model_version = data.get('selectedModel', 'gpt-4') + conversation_history = data.get('conversationHistory', []) + apiKey = data["apiKey"] + + # Call the compute function and get the result + result = compute(user_prompt, 'gpt-4o', conversation_history, apiKey) + + # Print the result as a JSON string + print(json.dumps(result)) + except Exception as e: + # Capture and print the full stack trace + error_traceback = traceback.format_exc() + print(json.dumps({"error": str(e), "traceback": error_traceback})) diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/specs.json b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/specs.json new file mode 100644 index 00000000..b9b731f6 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_compute/generate/specs.json @@ -0,0 +1,30 @@ +{ + "block": { + "information": { + "id": "", + "name": "", + "description": "", + "system_version": "" + }, + "parameters": {}, + "action": { + "languages": { + "name": "python", + "version": "3.9" + }, + "container_uuid": "", + "container_image_uuid": "", + "block_source": "" + }, + "views": { + "node": { + "html": "", + "pos_x": "300", + "pos_y": "200", + "pos_z": "999, this is the z-index for 2D canvas" + } + }, + "controllers": {}, + "events": [] + } +} diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/computations.py b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/computations.py new file mode 100644 index 00000000..2d6cd1d5 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/computations.py @@ -0,0 +1,141 @@ +import json +import re +import sys +import traceback + +from langchain.prompts import ChatPromptTemplate +from langchain_openai import ChatOpenAI + +# Define system context +openaiSystemContent = """You are an assistant that generates python code and returns it in a way that must follow the template below. Your goal is to generate a view.html file that satisfy the user requirement. +Most importantly, you must rely on the prompt to generate the html_template file that satisfy the user request. The html should contain everything to display in a brownser and must rely CDN or skypack when needed. +You absolutely need to give a python code section without abbreviation that follows the template. Do not put code lines at the root, but give only the functions and imports. + +By default, when requested to do change or add to the code, modify the latest code section. But when the user ask to do it on another section, do so. + +In the template, the function compute contains the code and the function test contains a series of call to compute that runs and prints multiple tests. + +Don't insert a __main__ section. + +Template: +from string import Template + +def compute(in1): + '''Generates an HTML file with a unique name and returns the file name.''' + + html_template = Template(''' + + + + Hello Block View + + + $in1 + + + ''') + + # Build and save the html file + html_path = f"view.html" + html_code = html_template.substitute(in1=in1) + with open(html_path, "w") as file: + file.write(html_code) + + return {{'html': f"view.html"}} + +def test(): + '''Test the compute function.''' + + print('Running test') + result = compute('Hello view block') + print(f"Generated HTML file: {{result['html']}}") +""" + + +def extract_python_code(response): + """ + Extracts Python code blocks from a given text, excluding standalone compute() or test() calls. + Assumes that Python code is formatted with triple backticks. + If no Python code blocks are found, returns the whole response. + """ + + # Pattern to match code blocks fenced by triple backticks + pattern_backticks = r"```python\n(.*?)```" + + # Extract code blocks fenced by triple backticks + matches_backticks = re.findall(pattern_backticks, response, re.DOTALL) + + # If no code blocks are found, return the whole response + if not matches_backticks: + return response + + # Process each match to remove standalone compute() or test() lines + processed_code_blocks = [] + for code_block in matches_backticks: + # Remove standalone compute() or test() lines + code_block = re.sub(r'^compute\(.*?\)\s*$', '', code_block, flags=re.MULTILINE) + code_block = re.sub(r'^test\(.*?\)\s*$', '', code_block, flags=re.MULTILINE) + processed_code_blocks.append(code_block.strip()) + + # Combine and return all processed code blocks + return "\n\n".join(processed_code_blocks) + + +def compute(user_prompt, model_version, conversation_history, apiKey): + # Use only the last entry from the history + if conversation_history: + conversation_history = [conversation_history[-1]] + + # Escape special characters or handle raw strings in conversation history + escaped_history = [] + for entry in conversation_history: + # Example of escaping curly braces + prompt = entry['prompt'].replace("{", "{{").replace("}", "}}") + response = entry['response'].replace("{", "{{").replace("}", "}}") + escaped_history.append(("user", prompt)) + escaped_history.append(("assistant", response)) + + # Use the escaped history for constructing messages + messages = [("system", openaiSystemContent)] + escaped_history + messages.append(("user", "{text}")) + + # Create a ChatPromptTemplate from the messages + chat_prompt = ChatPromptTemplate.from_messages(messages) + + # Initialize the ChatOpenAI model + chat_model = ChatOpenAI(openai_api_key=apiKey, model=model_version) + chain = chat_prompt | chat_model + + # Query + response = chain.invoke({"text": user_prompt}) + + # Keep only the python code + code = extract_python_code(response.content) + + return {'response': code, 'model': model_version} + + + +if __name__ == "__main__": + try: + # Read JSON string from stdin + input_json = sys.stdin.read() + + # Parse the JSON input + data = json.loads(input_json) + + # Extract the arguments from the parsed JSON + user_prompt = data['userMessage'] + # model_version = data.get('selectedModel', 'gpt-4') + conversation_history = data.get('conversationHistory', []) + apiKey = data['apiKey'] + + # Call the compute function and get the result + result = compute(user_prompt, 'gpt-4o', conversation_history, apiKey) + + # Print the result as a JSON string + print(json.dumps(result)) + except Exception as e: + # Capture and print the full stack trace + error_traceback = traceback.format_exc() + print(json.dumps({"error": str(e), "traceback": error_traceback})) diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/specs.json b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/specs.json new file mode 100644 index 00000000..b9b731f6 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/agents/gpt-4_python_view/generate/specs.json @@ -0,0 +1,30 @@ +{ + "block": { + "information": { + "id": "", + "name": "", + "description": "", + "system_version": "" + }, + "parameters": {}, + "action": { + "languages": { + "name": "python", + "version": "3.9" + }, + "container_uuid": "", + "container_image_uuid": "", + "block_source": "" + }, + "views": { + "node": { + "html": "", + "pos_x": "300", + "pos_y": "200", + "pos_z": "999, this is the z-index for 2D canvas" + } + }, + "controllers": {}, + "events": [] + } +} diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/computations.py b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/computations.py new file mode 100644 index 00000000..824df2d5 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/computations.py @@ -0,0 +1,48 @@ +import uuid +import os +import zipfile +import html + +def escape_content(content): + # First escape using html.escape + escaped_content = html.escape(content) + # Then manually replace backticks with their HTML entity + escaped_content = escaped_content.replace('`', '`').replace('$', '$') + return escaped_content + +def compute(initial_content, api_key, image_paths): + """Tool to generate HTML apps interfaces using the OpenAI API. + + Inputs: + api_key (str): API key to be included in the generated HTML page. + initial_content (str): Initial HTML content to be embedded in the generated HTML page. + image_paths (list): List of image paths to be included and saved locally. + + Outputs: + dict: A dictionary with the key 'html' and the value being the name of the generated HTML file. + """ + + # Load the HTML template + with open('template.html', 'r') as file: + html_template = file.read() + + # Escape the initial content and API key + escaped_initial_content = escape_content(initial_content) + escaped_api_key = escape_content(api_key) + + # Replace the placeholder with the actual content and image paths + html_code = (html_template.replace('<< api_key >>', escaped_api_key) + .replace('<< initial_content >>', escaped_initial_content)) + + # Write the file + unique_id = str(uuid.uuid4()) + html_path = f"/files/viz_{unique_id}.html" + + with open(html_path, "w") as file: + file.write(html_code) + + return {"html": f"viz_{unique_id}.html"} + +def test(): + """Test the compute function.""" + print("Running test") diff --git a/frontend/core/pipelines/pipeline-text-to-game/interface-maker-ool7kd5xa3sw/mona.png 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y-Nl6-CqAY)NXuUz`*~@eH+zoh6&VyF@cMt|x + + + + + Chat and Iframe + + + +

+
+
+
View
+
HTML
+
Response
+
+
+ + + + +
+
+ +
+
+

+        
+
+

+        
+
+ + + + diff --git a/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/Dockerfile b/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/Dockerfile new file mode 100644 index 00000000..ac70a253 --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/Dockerfile @@ -0,0 +1,9 @@ +FROM python:3.9 + +WORKDIR /app + +COPY requirements.txt . + +RUN pip install --no-cache-dir -r requirements.txt + +COPY . . diff --git a/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/computations.py b/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/computations.py new file mode 100644 index 00000000..c99d109b --- /dev/null +++ b/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/computations.py @@ -0,0 +1,22 @@ +import os + +def compute(): + '''List all image files in the current directory, rename them by appending 'img_' in front, and save them with the same name. Return the filenames of the renamed files.''' + + image_extensions = ['.jpg', '.jpeg', '.png', '.gif', '.bmp', '.tiff'] + renamed_image_files = [] + + current_directory = os.path.dirname(os.path.abspath(__file__)) + for file in os.listdir(current_directory): + if any(file.lower().endswith(ext) for ext in image_extensions): + new_filename = 'img_' + file + os.rename(os.path.join(current_directory, file), os.path.join(current_directory, new_filename)) + renamed_image_files.append(new_filename) + + return {'image_files': renamed_image_files} + +def test(): + # Test the function without input, assumes known files in the current directory + expected_output = {'renamed_image_files': ['img_image1.jpg', 'img_photo.png', 'img_pic.gif']} + result = compute() + print('Test Passed:', result == expected_output, 'Output:', result) \ No newline at end of file diff --git a/frontend/core/pipelines/pipeline-text-to-game/new-python-i3a2bb98agbh/cover-image.png 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