From 89a91aabccdd5f4141c174e59089556bcd927952 Mon Sep 17 00:00:00 2001 From: Tomisin Jenrola <13075885+ToJen@users.noreply.github.com> Date: Tue, 31 Dec 2024 21:01:14 -0500 Subject: [PATCH 1/2] update file path --- agents/crypto_trader_bot/README.md | 2 +- .../pdf_summarizer_tex_workflow/.env.example | 6 + .../pdf_summarizer_tex_workflow/.gitignore | 3 + .../pdf_summarizer_tex_workflow/README.md | 39 + workflows/pdf_summarizer_tex_workflow/main.py | 144 + .../pdf_summarizer_tex_workflow/poetry.lock | 6522 +++++++++++++++++ .../pyproject.toml | 14 + .../swarmzero_config.toml | 37 + 8 files changed, 6766 insertions(+), 1 deletion(-) create mode 100644 workflows/pdf_summarizer_tex_workflow/.env.example create mode 100644 workflows/pdf_summarizer_tex_workflow/.gitignore create mode 100644 workflows/pdf_summarizer_tex_workflow/README.md create mode 100644 workflows/pdf_summarizer_tex_workflow/main.py create mode 100644 workflows/pdf_summarizer_tex_workflow/poetry.lock create mode 100644 workflows/pdf_summarizer_tex_workflow/pyproject.toml create mode 100644 workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml diff --git a/agents/crypto_trader_bot/README.md b/agents/crypto_trader_bot/README.md index b868a87..7cc627e 100644 --- a/agents/crypto_trader_bot/README.md +++ b/agents/crypto_trader_bot/README.md @@ -25,7 +25,7 @@ Inspired by [How to build your own Add Liquidity Signal Telegram Bot for Solana 1. Clone the repository: ```bash git clone https://github.com/swarmzero/examples.git -cd examples/agents/crypto-trader-bot +cd examples/agents/crypto_trader_bot ``` 2. Install dependencies using Poetry: diff --git a/workflows/pdf_summarizer_tex_workflow/.env.example b/workflows/pdf_summarizer_tex_workflow/.env.example new file mode 100644 index 0000000..f0cab66 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/.env.example @@ -0,0 +1,6 @@ +MODEL=gpt-4o-mini +ENVIRONMENT=dev +OPENAI_API_KEY= +OPENROUTER_MODEL=gryphe/mythomax-l2-13b +SWARMZERO_LOG_LEVEL=INFO +LANGTRACE_API_KEY= \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/.gitignore b/workflows/pdf_summarizer_tex_workflow/.gitignore new file mode 100644 index 0000000..fd0b2e1 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/.gitignore @@ -0,0 +1,3 @@ +.venv +swarmzero-data +.env diff --git a/workflows/pdf_summarizer_tex_workflow/README.md b/workflows/pdf_summarizer_tex_workflow/README.md new file mode 100644 index 0000000..9ea04db --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/README.md @@ -0,0 +1,39 @@ +# PDF Summarizer to Tex Workflow + +A sequential workflow built using SwarmZero framework that enables concise summarization of large pdf's to be outputted in a tex file + +## Description + +This workflow utilizes PyMuPDF for extracting text out of a pdf and is built on top fo the SwarmZero framework, providing enhanced summarization cpabilities wiht AI-powered processing. + +## Prerequisites + +- Python 3.11 or higher +- Poetry package manager +- OpenAI API Key +- Langtrace API Key + +## Installation + +1. Clone the repository: +```bash +git clone https://github.com/swarmzero/examples.git +cd examples/workflows/pdf_summarizer_tex_workflow +``` + +2. Install dependencies using Poetry: +```bash +poetry install --no-root +``` + +3. Set up environment variables: +Create a `.env` file in the root directory and add your API keys based on the .env.example file +## Usage + +Run the workflow on a pdf like so: +``` bash +python main.py path/to/pdf/text.pdf +``` + +## Learn more +Visit [SwarmZero](https://swarmzero.ai) to learn more about the SwarmZero framework. diff --git a/workflows/pdf_summarizer_tex_workflow/main.py b/workflows/pdf_summarizer_tex_workflow/main.py new file mode 100644 index 0000000..b1ec4f9 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/main.py @@ -0,0 +1,144 @@ +import asyncio +import os +import sys +import uuid +from typing import List + +import fitz # PyMuPDF + +from swarmzero.agent import Agent +from swarmzero.sdk_context import SDKContext +from swarmzero.workflow import Workflow, WorkflowStep, StepMode + + +def extract_text_from_pdf(pdf_path: str) -> str: + doc = fitz.open(pdf_path) + text = "\n".join(page.get_text() for page in doc) + doc.close() + return text + + +def chunk_text(text: str, max_chars: int = 2000) -> List[str]: + paragraphs = text.split("\n") + chunks, current = [], "" + for para in paragraphs: + if len(current) + len(para) < max_chars: + current += para + "\n" + else: + chunks.append(current.strip()) + current = para + "\n" + if current: + chunks.append(current.strip()) + return chunks + + +def summarize_bullets(prompt: str, **kwargs): + lines = [line.strip() for line in prompt.split(".") if line.strip()] + bullets = "\n".join(f"- {line}" for line in lines) + return f"[Bullet Point Summary]:\n{bullets}" + +def format_latex(prompt: str, **kwargs) -> str: + bullet_lines = prompt.strip().split("\n") + latex_items = "\n".join(f"\\item {line.lstrip('- ').strip()}" for line in bullet_lines if line.startswith("-")) + + latex_doc = ( + "\\documentclass{article}\n" + "\\usepackage[utf8]{inputenc}\n" + "\\usepackage{enumitem}\n" + "\\begin{document}\n" + "\\section*{Summary Notes}\n" + "\\begin{itemize}[leftmargin=*, label=--]\n" + f"{latex_items}\n" + "\\end{itemize}\n" + "\\end{document}" + ) + return latex_doc + + + +CONFIG_PATH = os.path.join(os.path.dirname(__file__), "swarmzero_config.toml") + +sdk_context = SDKContext(CONFIG_PATH) + +summarizer_agent = Agent( + name="BulletSummarizerAgent", + functions=[summarize_bullets], + instruction="Summarize input in bullet points.", + agent_id=str(uuid.uuid4()), + config_path=CONFIG_PATH, + sdk_context=sdk_context, + chat_only_mode=True +) + + +async def run_agent(prompt, **kwargs): + return await summarizer_agent.chat(prompt) + +latex_agent = Agent( + name="LatexFormatterAgent", + functions=[format_latex], + instruction="Format input bullet points into a LaTeX document.", + agent_id=str(uuid.uuid4()), + config_path=CONFIG_PATH, + sdk_context=sdk_context, + chat_only_mode=True +) + +async def run_latex_agent(prompt, **kwargs): + return await latex_agent.chat(prompt) + +workflow = Workflow( + name="pdf_latex_summary", + instruction="Summarize PDF and convert to LaTeX notes.", + description="A workflow that summarizes and formats PDF text as LaTeX.", + steps=[ + WorkflowStep(name="SummarizeBullets", runner=run_agent, mode=StepMode.SEQUENTIAL), + WorkflowStep(name="FormatLatex", runner=run_latex_agent, mode=StepMode.SEQUENTIAL), + ], + sdk_context=sdk_context, +) + +async def main(): + pdf_path = sys.argv[1] if len(sys.argv) > 1 else "sample.pdf" + text = extract_text_from_pdf(pdf_path) + chunks = chunk_text(text) + + # Step 1: Summarize each chunk into bullets + bullet_summaries = [] + for chunk in chunks: + summary = await run_agent(chunk) + bullet_summaries.append(summary) + + # Step 2: Merge all bullet summaries into one bullet string + merged_bullets = "\n".join(bullet_summaries) + + # Step 3: Extract just the bullet lines + bullet_lines = [line.strip() for line in merged_bullets.split("\n") if line.strip().startswith("-")] + latex_items = "\n".join(f"\\item {line.lstrip('- ').strip()}" for line in bullet_lines) + + # Step 4: Hardcoded LaTeX wrapping + final_latex = ( + "\\documentclass{article}\n" + "\\usepackage[utf8]{inputenc}\n" + "\\usepackage{enumitem}\n" + "\\begin{document}\n" + "\\section*{Summary Notes}\n" + "\\begin{itemize}[leftmargin=*, label=--]\n" + f"{latex_items}\n" + "\\end{itemize}\n" + "\\end{document}" + ) + + # Step 5: Write the final LaTeX doc to file + base_name = os.path.splitext(os.path.basename(pdf_path))[0] + output_path = f"{base_name}_summary.tex" + with open(output_path, "w", encoding="utf-8") as f: + f.write(final_latex) + + print(f"Summary written to: {output_path}") + + + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/workflows/pdf_summarizer_tex_workflow/poetry.lock b/workflows/pdf_summarizer_tex_workflow/poetry.lock new file mode 100644 index 0000000..0faa6be --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/poetry.lock @@ -0,0 +1,6522 @@ +# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand. + +[[package]] +name = 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file:///home/hadi_y5275/Work/SwarmZero/swarmzero", "pymupdf (>=1.26.3,<2.0.0)"] + +[build-system] +requires = ["poetry-core>=2.0.0,<3.0.0"] +build-backend = "poetry.core.masonry.api" diff --git a/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml b/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml new file mode 100644 index 0000000..72573d7 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml @@ -0,0 +1,37 @@ +[model] +max_iterations = 10 +# for Azure Open AI use azure/ +model = "gpt-4o" +enable_multi_modal = false +ollama_server_url = "http://localhost:11434" + +[sample_prompts] +prompts = [ + "What can you help me do?", + "Which tools do you have access to?", + "What are your capabilities?" +] + +[environment] +type = "dev" + +[timeout] +llm = 30 + +# example of agent in a swarm +[target_agent_id] +max_iterations = 10 +model = "claude-3-5-sonnet-20240620" +#model = "gpt-3.5-turbo" +timeout = 15 +environment = "dev" +enable_multi_modal = true +ollama_server_url = 'http://123.456.78.90:11434' +sample_prompts = [ + "What can you help me do?", + "Which tools do you have access to?", + "What are your capabilities?" +] + +[default_config] +log = "WARNING" From da896826eb5a96cbb2f19b40961f449c92e4eb66 Mon Sep 17 00:00:00 2001 From: Hadi Youssef Date: Tue, 22 Jul 2025 17:58:40 -0400 Subject: [PATCH 2/2] cleaning up the code into multiple files with a workflow.run() --- .../agents/__init__.py | 4 + .../agents/formatter_agent.py | 20 +++ .../agents/summarizer_agent.py | 20 +++ workflows/pdf_summarizer_tex_workflow/main.py | 132 ++++-------------- .../swarmzero_config.toml | 15 -- .../tools/__init__.py | 4 + .../tools/formatter_tools.py | 13 ++ .../tools/summarizer_tools.py | 18 +++ workflows/pdf_summarizer_tex_workflow/util.py | 20 +++ 9 files changed, 126 insertions(+), 120 deletions(-) create mode 100644 workflows/pdf_summarizer_tex_workflow/agents/__init__.py create mode 100644 workflows/pdf_summarizer_tex_workflow/agents/formatter_agent.py create mode 100644 workflows/pdf_summarizer_tex_workflow/agents/summarizer_agent.py create mode 100644 workflows/pdf_summarizer_tex_workflow/tools/__init__.py create mode 100644 workflows/pdf_summarizer_tex_workflow/tools/formatter_tools.py create mode 100644 workflows/pdf_summarizer_tex_workflow/tools/summarizer_tools.py create mode 100644 workflows/pdf_summarizer_tex_workflow/util.py diff --git a/workflows/pdf_summarizer_tex_workflow/agents/__init__.py b/workflows/pdf_summarizer_tex_workflow/agents/__init__.py new file mode 100644 index 0000000..19af880 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/agents/__init__.py @@ -0,0 +1,4 @@ +from .formatter_agent import formatter_agent +from .summarizer_agent import summarizer_agent + +__all__ = ["formatter_agent", "summarizer_agent"] \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/agents/formatter_agent.py b/workflows/pdf_summarizer_tex_workflow/agents/formatter_agent.py new file mode 100644 index 0000000..c79a7d6 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/agents/formatter_agent.py @@ -0,0 +1,20 @@ +from swarmzero.agent import Agent, SDKContext +import os +from tools import format_latex + +CONFIG_PATH = os.path.abspath( + os.path.join( + os.path.dirname(__file__), + os.pardir, + "swarmzero_config.toml" + ) +) +sdk_context = SDKContext(CONFIG_PATH) +formatter_agent = Agent( + name="formatter", + functions=[format_latex], + instruction="Format bullet points into LaTeX.", + description="Wraps bullets into a LaTeX itemize document.", + sdk_context=sdk_context, + chat_only_mode=True, +) \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/agents/summarizer_agent.py b/workflows/pdf_summarizer_tex_workflow/agents/summarizer_agent.py new file mode 100644 index 0000000..d59e9ba --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/agents/summarizer_agent.py @@ -0,0 +1,20 @@ +from swarmzero.agent import Agent, SDKContext +import os +from tools import summarize_bullets + +CONFIG_PATH = os.path.abspath( + os.path.join( + os.path.dirname(__file__), + os.pardir, + "swarmzero_config.toml" + ) +) +sdk_context = SDKContext(CONFIG_PATH) +summarizer_agent = Agent( + name="summarizer", + functions=[summarize_bullets], + instruction="Summarize text into bullet points.", + description="Returns bullet-point summary for a given text chunk.", + sdk_context=sdk_context, + chat_only_mode=True, +) \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/main.py b/workflows/pdf_summarizer_tex_workflow/main.py index b1ec4f9..a332aac 100644 --- a/workflows/pdf_summarizer_tex_workflow/main.py +++ b/workflows/pdf_summarizer_tex_workflow/main.py @@ -1,99 +1,35 @@ import asyncio import os import sys -import uuid from typing import List -import fitz # PyMuPDF - -from swarmzero.agent import Agent from swarmzero.sdk_context import SDKContext from swarmzero.workflow import Workflow, WorkflowStep, StepMode - -def extract_text_from_pdf(pdf_path: str) -> str: - doc = fitz.open(pdf_path) - text = "\n".join(page.get_text() for page in doc) - doc.close() - return text - - -def chunk_text(text: str, max_chars: int = 2000) -> List[str]: - paragraphs = text.split("\n") - chunks, current = [], "" - for para in paragraphs: - if len(current) + len(para) < max_chars: - current += para + "\n" - else: - chunks.append(current.strip()) - current = para + "\n" - if current: - chunks.append(current.strip()) - return chunks - - -def summarize_bullets(prompt: str, **kwargs): - lines = [line.strip() for line in prompt.split(".") if line.strip()] - bullets = "\n".join(f"- {line}" for line in lines) - return f"[Bullet Point Summary]:\n{bullets}" - -def format_latex(prompt: str, **kwargs) -> str: - bullet_lines = prompt.strip().split("\n") - latex_items = "\n".join(f"\\item {line.lstrip('- ').strip()}" for line in bullet_lines if line.startswith("-")) - - latex_doc = ( - "\\documentclass{article}\n" - "\\usepackage[utf8]{inputenc}\n" - "\\usepackage{enumitem}\n" - "\\begin{document}\n" - "\\section*{Summary Notes}\n" - "\\begin{itemize}[leftmargin=*, label=--]\n" - f"{latex_items}\n" - "\\end{itemize}\n" - "\\end{document}" - ) - return latex_doc - - +from agents import formatter_agent, summarizer_agent +from util import extract_text_from_pdf, chunk_text CONFIG_PATH = os.path.join(os.path.dirname(__file__), "swarmzero_config.toml") - sdk_context = SDKContext(CONFIG_PATH) -summarizer_agent = Agent( - name="BulletSummarizerAgent", - functions=[summarize_bullets], - instruction="Summarize input in bullet points.", - agent_id=str(uuid.uuid4()), - config_path=CONFIG_PATH, - sdk_context=sdk_context, - chat_only_mode=True -) - - -async def run_agent(prompt, **kwargs): - return await summarizer_agent.chat(prompt) - -latex_agent = Agent( - name="LatexFormatterAgent", - functions=[format_latex], - instruction="Format input bullet points into a LaTeX document.", - agent_id=str(uuid.uuid4()), - config_path=CONFIG_PATH, - sdk_context=sdk_context, - chat_only_mode=True -) +async def run_summarizer(chunk: str, **kwargs) -> str: + return await summarizer_agent.chat(chunk) -async def run_latex_agent(prompt, **kwargs): - return await latex_agent.chat(prompt) +async def run_formatter(bullets: str, **kwargs) -> str: + return await formatter_agent.chat(bullets) workflow = Workflow( name="pdf_latex_summary", - instruction="Summarize PDF and convert to LaTeX notes.", - description="A workflow that summarizes and formats PDF text as LaTeX.", + instruction="Summarize PDF and convert to LaTeX.", + description="Runs summarizer then formatter agents sequentially.", steps=[ - WorkflowStep(name="SummarizeBullets", runner=run_agent, mode=StepMode.SEQUENTIAL), - WorkflowStep(name="FormatLatex", runner=run_latex_agent, mode=StepMode.SEQUENTIAL), + WorkflowStep(name="SummarizeBullets", + runner=run_summarizer, + mode=StepMode.SEQUENTIAL), + + WorkflowStep(name="FormatLatex", + runner=run_formatter, + mode=StepMode.SEQUENTIAL), ], sdk_context=sdk_context, ) @@ -103,42 +39,28 @@ async def main(): text = extract_text_from_pdf(pdf_path) chunks = chunk_text(text) - # Step 1: Summarize each chunk into bullets - bullet_summaries = [] - for chunk in chunks: - summary = await run_agent(chunk) - bullet_summaries.append(summary) - - # Step 2: Merge all bullet summaries into one bullet string - merged_bullets = "\n".join(bullet_summaries) - - # Step 3: Extract just the bullet lines - bullet_lines = [line.strip() for line in merged_bullets.split("\n") if line.strip().startswith("-")] - latex_items = "\n".join(f"\\item {line.lstrip('- ').strip()}" for line in bullet_lines) + all_items: List[str] = [] + for idx, chunk in enumerate(chunks, start=1): + print(f"Chunk {idx}/{len(chunks)} → processing…") + latex_doc = await workflow.run(chunk) + all_items += [line.strip() for line in latex_doc.splitlines() if line.strip().startswith("\\item")] - # Step 4: Hardcoded LaTeX wrapping - final_latex = ( + final = ( "\\documentclass{article}\n" "\\usepackage[utf8]{inputenc}\n" "\\usepackage{enumitem}\n" "\\begin{document}\n" "\\section*{Summary Notes}\n" "\\begin{itemize}[leftmargin=*, label=--]\n" - f"{latex_items}\n" - "\\end{itemize}\n" + + "\n".join(all_items) + + "\n\\end{itemize}\n" "\\end{document}" ) - # Step 5: Write the final LaTeX doc to file - base_name = os.path.splitext(os.path.basename(pdf_path))[0] - output_path = f"{base_name}_summary.tex" - with open(output_path, "w", encoding="utf-8") as f: - f.write(final_latex) - - print(f"Summary written to: {output_path}") - - - + out_file = os.path.splitext(os.path.basename(pdf_path))[0] + "_summary.tex" + with open(out_file, "w", encoding="utf-8") as f: + f.write(final) + print(f"Written LaTeX summary to {out_file}") if __name__ == "__main__": asyncio.run(main()) diff --git a/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml b/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml index 72573d7..977bcb8 100644 --- a/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml +++ b/workflows/pdf_summarizer_tex_workflow/swarmzero_config.toml @@ -18,20 +18,5 @@ type = "dev" [timeout] llm = 30 -# example of agent in a swarm -[target_agent_id] -max_iterations = 10 -model = "claude-3-5-sonnet-20240620" -#model = "gpt-3.5-turbo" -timeout = 15 -environment = "dev" -enable_multi_modal = true -ollama_server_url = 'http://123.456.78.90:11434' -sample_prompts = [ - "What can you help me do?", - "Which tools do you have access to?", - "What are your capabilities?" -] - [default_config] log = "WARNING" diff --git a/workflows/pdf_summarizer_tex_workflow/tools/__init__.py b/workflows/pdf_summarizer_tex_workflow/tools/__init__.py new file mode 100644 index 0000000..c88ab01 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/tools/__init__.py @@ -0,0 +1,4 @@ +from .formatter_tools import format_latex +from .summarizer_tools import summarize_bullets + +__all__ = ["format_latex", "summarize_bullets"] \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/tools/formatter_tools.py b/workflows/pdf_summarizer_tex_workflow/tools/formatter_tools.py new file mode 100644 index 0000000..341aafb --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/tools/formatter_tools.py @@ -0,0 +1,13 @@ +def format_latex(bullet_text: str, **kwargs) -> str: + items = [f"\\item {b[2:].strip()}" for b in bullet_text.splitlines() if b.startswith("- ")] + return ( + "\\documentclass{article}\n" + "\\usepackage[utf8]{inputenc}\n" + "\\usepackage{enumitem}\n" + "\\begin{document}\n" + "\\section*{Summary Notes}\n" + "\\begin{itemize}[leftmargin=*, label=--]\n" + + "\n".join(items) + + "\n\\end{itemize}\n" + "\\end{document}" + ) \ No newline at end of file diff --git a/workflows/pdf_summarizer_tex_workflow/tools/summarizer_tools.py b/workflows/pdf_summarizer_tex_workflow/tools/summarizer_tools.py new file mode 100644 index 0000000..1ca3e7a --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/tools/summarizer_tools.py @@ -0,0 +1,18 @@ +from openai import AsyncOpenAI +import os + +ai_client = AsyncOpenAI(api_key=os.getenv("OPENAI_API_KEY")) + +async def summarize_bullets(prompt: str, **kwargs) -> str: + resp = await ai_client.chat.completions.create( + model="gpt-3.5-turbo", + messages=[ + {"role": "system", "content": "Summarize text into concise bullet points."}, + {"role": "user", "content": prompt}, + ], + temperature=0.3, + max_tokens=800, + ) + lines = [l.strip() for l in resp.choices[0].message.content.splitlines() if l.strip()] + bullets = [l if l.startswith("- ") else f"- {l}" for l in lines] + return "\n".join(bullets) diff --git a/workflows/pdf_summarizer_tex_workflow/util.py b/workflows/pdf_summarizer_tex_workflow/util.py new file mode 100644 index 0000000..0320733 --- /dev/null +++ b/workflows/pdf_summarizer_tex_workflow/util.py @@ -0,0 +1,20 @@ +import fitz +from typing import List + +def extract_text_from_pdf(pdf_path: str) -> str: + with fitz.open(pdf_path) as doc: + return "\n".join(page.get_text() for page in doc) + + +def chunk_text(text: str, max_chars: int = 2000) -> List[str]: + paragraphs = text.split("\n") + chunks, current = [], "" + for para in paragraphs: + if len(current) + len(para) < max_chars: + current += para + "\n" + else: + chunks.append(current.strip()) + current = para + "\n" + if current: + chunks.append(current.strip()) + return chunks \ No newline at end of file