first try

agent.py

@@ -0,0 +1,92 @@
+import os
+from dotenv import load_dotenv
+from llama_index.core.agent.workflow import AgentWorkflow
+from llama_index.llms.groq import Groq
+from llama_index.tools.arxiv import ArxivToolSpec
+from llama_index.tools.wikipedia import WikipediaToolSpec
+from llama_index.tools.tavily_research import TavilyToolSpec
+from llama_index.tools.code_interpreter import CodeInterpreterToolSpec
+from PIL import Image
+import pytesseract
+
+load_dotenv()
+TAVILY_API_KEY = os.getenv("TAVILY_API_KEY")
+
+
+def extract_text_from_image(image_path: str) -> str:
+    """
+    Extract text from an image using OCR library pytesseract (if available).
+    Args:
+        image_path (str): the path to the image file.
+    Returns:
+        str: the extracted text from the image, or an error message if OCR fails.
+    """
+    try:
+        image = Image.open(image_path)
+
+        text = pytesseract.image_to_string(image)
+
+        return f"Extracted text from image:\n\n{text}"
+    except Exception as e:
+        return f"Error extracting text from image: {str(e)}"
+
+
+def create_agent(llm_model: str = "qwen-qwq-32b"):
+    SYSTEM_PROMPT_TEMPLATE = """
+    You are **GaiaAgent**, an autonomous assistant evaluated by the GAIA benchmark.
+
+    TOOLS YOU CAN CALL
+    ------------------
+    - Tavily Research for web search
+    - Arxiv for academic paper search
+    - Wikipedia for general knowledge
+    - Code Interpreter for executing code and performing calculations
+    - Image Text Extraction for extracting text from images
+
+    RULES
+    -----
+    • Each task expects ONE exact answer.
+    • Finish with the line: FINAL ANSWER: <answer>
+    ─ Use as few words or characters as possible.
+    ─ When the answer is numeric do NOT use thousands separators or units
+        (%, $, etc.) unless the question explicitly asks for them.
+    ─ Lists must be comma-separated with NO extra spaces.
+    """.strip()
+    llm = Groq(model=llm_model)
+    arxiv_tools = ArxivToolSpec().to_tool_list()
+    wikipedia_tools = WikipediaToolSpec().to_tool_list()
+    tavily_tools = TavilyToolSpec(api_key=TAVILY_API_KEY).to_tool_list()
+    code_interpreter_tools = CodeInterpreterToolSpec().to_tool_list()
+
+    agent = AgentWorkflow.from_tools_or_functions(
+        llm=llm,
+        tools_or_functions=[
+            *arxiv_tools,
+            *wikipedia_tools,
+            *tavily_tools,
+            *code_interpreter_tools,
+            extract_text_from_image,
+        ],
+        system_prompt=SYSTEM_PROMPT_TEMPLATE,
+    )
+    return agent
+
+
+async def main():
+    """
+    Main function to create the agent and run it with a sample question.
+    """
+    question = "When was a picture of St. Thomas Aquinas first added to the Wikipedia page on the Principle of double effect?"
+    agent = create_agent()
+    print("Agent created successfully.")
+    # Example usage:
+    handler = agent.run(question)
+    response = await handler
+    response = response.response
+    print(f"Agent response:\n{response}")
+
+
+if __name__ == "__main__":
+    import asyncio
+
+    asyncio.run(main())

instructions.py

@@ -0,0 +1 @@
+

pyproject.toml

@@ -6,9 +6,19 @@ readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
     "gradio>=5.34.2",
+    "llama-hub>=0.0.79.post1",
+    "llama-index>=0.12.43",
     "llama-index-core>=0.12.43",
     "llama-index-embeddings-huggingface>=0.5.4",
+    "llama-index-llms-groq>=0.3.2",
     "llama-index-llms-huggingface-api>=0.5.0",
+    "llama-index-tools-arxiv>=0.3.0",
+    "llama-index-tools-code-interpreter>=0.3.0",
+    "llama-index-tools-tavily-research>=0.3.0",
+    "llama-index-tools-wikipedia>=0.3.0",
+    "pillow>=11.2.1",
+    "pytesseract>=0.3.13",
     "python-dotenv>=1.1.1",
     "requests>=2.32.4",
+    "tavily-python>=0.7.8",
 ]

requirements.txt

@@ -1,2 +1,513 @@
-gradio
-requests
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml
+aiofiles==24.1.0
+    # via gradio
+aiohappyeyeballs==2.6.1
+    # via aiohttp
+aiohttp==3.12.13
+    # via
+    #   huggingface-hub
+    #   llama-index-core
+aiosignal==1.3.2
+    # via aiohttp
+aiosqlite==0.21.0
+    # via llama-index-core
+annotated-types==0.7.0
+    # via pydantic
+anyio==4.9.0
+    # via
+    #   gradio
+    #   httpx
+    #   openai
+    #   starlette
+arxiv==2.2.0
+    # via llama-index-tools-arxiv
+attrs==25.3.0
+    # via aiohttp
+banks==2.1.2
+    # via llama-index-core
+beautifulsoup4==4.13.4
+    # via
+    #   llama-index-readers-file
+    #   wikipedia
+certifi==2025.6.15
+    # via
+    #   httpcore
+    #   httpx
+    #   llama-cloud
+    #   requests
+charset-normalizer==3.4.2
+    # via requests
+click==8.2.1
+    # via
+    #   llama-cloud-services
+    #   nltk
+    #   typer
+    #   uvicorn
+colorama==0.4.6
+    # via griffe
+dataclasses-json==0.6.7
+    # via llama-index-core
+deprecated==1.2.18
+    # via
+    #   banks
+    #   llama-index-core
+    #   llama-index-instrumentation
+dirtyjson==1.0.8
+    # via llama-index-core
+distro==1.9.0
+    # via openai
+fastapi==0.115.13
+    # via gradio
+feedparser==6.0.11
+    # via arxiv
+ffmpy==0.6.0
+    # via gradio
+filelock==3.18.0
+    # via
+    #   huggingface-hub
+    #   torch
+    #   transformers
+filetype==1.2.0
+    # via llama-index-core
+frozenlist==1.7.0
+    # via
+    #   aiohttp
+    #   aiosignal
+fsspec==2025.5.1
+    # via
+    #   gradio-client
+    #   huggingface-hub
+    #   llama-index-core
+    #   torch
+gradio==5.34.2
+    # via final-assignment-template (pyproject.toml)
+gradio-client==1.10.3
+    # via gradio
+greenlet==3.2.3
+    # via sqlalchemy
+griffe==1.7.3
+    # via banks
+groovy==0.1.2
+    # via gradio
+h11==0.16.0
+    # via
+    #   httpcore
+    #   uvicorn
+hf-xet==1.1.5
+    # via huggingface-hub
+html2text==2025.4.15
+    # via llama-hub
+httpcore==1.0.9
+    # via httpx
+httpx==0.28.1
+    # via
+    #   gradio
+    #   gradio-client
+    #   llama-cloud
+    #   llama-index-core
+    #   openai
+    #   safehttpx
+    #   tavily-python
+huggingface-hub==0.33.0
+    # via
+    #   gradio
+    #   gradio-client
+    #   llama-index-embeddings-huggingface
+    #   llama-index-llms-huggingface-api
+    #   sentence-transformers
+    #   tokenizers
+    #   transformers
+idna==3.10
+    # via
+    #   anyio
+    #   httpx
+    #   requests
+    #   yarl
+jinja2==3.1.6
+    # via
+    #   banks
+    #   gradio
+    #   torch
+jiter==0.10.0
+    # via openai
+joblib==1.5.1
+    # via
+    #   nltk
+    #   scikit-learn
+llama-cloud==0.1.26
+    # via
+    #   llama-cloud-services
+    #   llama-index-indices-managed-llama-cloud
+llama-cloud-services==0.6.34
+    # via llama-parse
+llama-hub==0.0.79.post1
+    # via final-assignment-template (pyproject.toml)
+llama-index==0.12.43
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   llama-hub
+llama-index-agent-openai==0.4.11
+    # via
+    #   llama-index
+    #   llama-index-program-openai
+llama-index-cli==0.4.3
+    # via llama-index
+llama-index-core==0.12.43
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   llama-cloud-services
+    #   llama-index
+    #   llama-index-agent-openai
+    #   llama-index-cli
+    #   llama-index-embeddings-huggingface
+    #   llama-index-embeddings-openai
+    #   llama-index-indices-managed-llama-cloud
+    #   llama-index-llms-groq
+    #   llama-index-llms-huggingface-api
+    #   llama-index-llms-openai
+    #   llama-index-llms-openai-like
+    #   llama-index-multi-modal-llms-openai
+    #   llama-index-program-openai
+    #   llama-index-question-gen-openai
+    #   llama-index-readers-file
+    #   llama-index-readers-llama-parse
+    #   llama-index-tools-arxiv
+    #   llama-index-tools-code-interpreter
+    #   llama-index-tools-tavily-research
+    #   llama-index-tools-wikipedia
+llama-index-embeddings-huggingface==0.5.4
+    # via final-assignment-template (pyproject.toml)
+llama-index-embeddings-openai==0.3.1
+    # via
+    #   llama-index
+    #   llama-index-cli
+llama-index-indices-managed-llama-cloud==0.7.7
+    # via llama-index
+llama-index-instrumentation==0.2.0
+    # via llama-index-workflows
+llama-index-llms-groq==0.3.2
+    # via final-assignment-template (pyproject.toml)
+llama-index-llms-huggingface-api==0.5.0
+    # via final-assignment-template (pyproject.toml)
+llama-index-llms-openai==0.4.7
+    # via
+    #   llama-index
+    #   llama-index-agent-openai
+    #   llama-index-cli
+    #   llama-index-llms-openai-like
+    #   llama-index-multi-modal-llms-openai
+    #   llama-index-program-openai
+    #   llama-index-question-gen-openai
+llama-index-llms-openai-like==0.4.0
+    # via llama-index-llms-groq
+llama-index-multi-modal-llms-openai==0.5.1
+    # via llama-index
+llama-index-program-openai==0.3.2
+    # via
+    #   llama-index
+    #   llama-index-question-gen-openai
+llama-index-question-gen-openai==0.3.1
+    # via llama-index
+llama-index-readers-file==0.4.8
+    # via llama-index
+llama-index-readers-llama-parse==0.4.0
+    # via llama-index
+llama-index-tools-arxiv==0.3.0
+    # via final-assignment-template (pyproject.toml)
+llama-index-tools-code-interpreter==0.3.0
+    # via final-assignment-template (pyproject.toml)
+llama-index-tools-tavily-research==0.3.0
+    # via final-assignment-template (pyproject.toml)
+llama-index-tools-wikipedia==0.3.0
+    # via final-assignment-template (pyproject.toml)
+llama-index-workflows==0.2.2
+    # via llama-index-core
+llama-parse==0.6.34
+    # via llama-index-readers-llama-parse
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==3.0.2
+    # via
+    #   gradio
+    #   jinja2
+marshmallow==3.26.1
+    # via dataclasses-json
+mdurl==0.1.2
+    # via markdown-it-py
+mpmath==1.3.0
+    # via sympy
+multidict==6.5.1
+    # via
+    #   aiohttp
+    #   yarl
+mypy-extensions==1.1.0
+    # via typing-inspect
+nest-asyncio==1.6.0
+    # via llama-index-core
+networkx==3.5
+    # via
+    #   llama-index-core
+    #   torch
+nltk==3.9.1
+    # via
+    #   llama-index
+    #   llama-index-core
+numpy==2.3.1
+    # via
+    #   gradio
+    #   llama-index-core
+    #   pandas
+    #   scikit-learn
+    #   scipy
+    #   transformers
+nvidia-cublas-cu12==12.6.4.1
+    # via
+    #   nvidia-cudnn-cu12
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-cuda-cupti-cu12==12.6.80
+    # via torch
+nvidia-cuda-nvrtc-cu12==12.6.77
+    # via torch
+nvidia-cuda-runtime-cu12==12.6.77
+    # via torch
+nvidia-cudnn-cu12==9.5.1.17
+    # via torch
+nvidia-cufft-cu12==11.3.0.4
+    # via torch
+nvidia-cufile-cu12==1.11.1.6
+    # via torch
+nvidia-curand-cu12==10.3.7.77
+    # via torch
+nvidia-cusolver-cu12==11.7.1.2
+    # via torch
+nvidia-cusparse-cu12==12.5.4.2
+    # via
+    #   nvidia-cusolver-cu12
+    #   torch
+nvidia-cusparselt-cu12==0.6.3
+    # via torch
+nvidia-nccl-cu12==2.26.2
+    # via torch
+nvidia-nvjitlink-cu12==12.6.85
+    # via
+    #   nvidia-cufft-cu12
+    #   nvidia-cusolver-cu12
+    #   nvidia-cusparse-cu12
+    #   torch
+nvidia-nvtx-cu12==12.6.77
+    # via torch
+openai==1.91.0
+    # via
+    #   llama-index-agent-openai
+    #   llama-index-embeddings-openai
+    #   llama-index-llms-openai
+orjson==3.10.18
+    # via gradio
+packaging==25.0
+    # via
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   marshmallow
+    #   pytesseract
+    #   transformers
+pandas==2.3.0
+    # via
+    #   gradio
+    #   llama-index-readers-file
+pillow==11.2.1
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   gradio
+    #   llama-index-core
+    #   pytesseract
+    #   sentence-transformers
+platformdirs==4.3.8
+    # via
+    #   banks
+    #   llama-cloud-services
+propcache==0.3.2
+    # via
+    #   aiohttp
+    #   yarl
+psutil==7.0.0
+    # via llama-hub
+pyaml==23.12.0
+    # via llama-hub
+pydantic==2.11.7
+    # via
+    #   banks
+    #   fastapi
+    #   gradio
+    #   llama-cloud
+    #   llama-cloud-services
+    #   llama-index-core
+    #   llama-index-instrumentation
+    #   llama-index-workflows
+    #   openai
+pydantic-core==2.33.2
+    # via pydantic
+pydub==0.25.1
+    # via gradio
+pygments==2.19.2
+    # via rich
+pypdf==5.6.1
+    # via llama-index-readers-file
+pytesseract==0.3.13
+    # via final-assignment-template (pyproject.toml)
+python-dateutil==2.9.0.post0
+    # via pandas
+python-dotenv==1.1.1
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   llama-cloud-services
+python-multipart==0.0.20
+    # via gradio
+pytz==2025.2
+    # via pandas
+pyyaml==6.0.2
+    # via
+    #   gradio
+    #   huggingface-hub
+    #   llama-index-core
+    #   pyaml
+    #   transformers
+regex==2024.11.6
+    # via
+    #   nltk
+    #   tiktoken
+    #   transformers
+requests==2.32.4
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   arxiv
+    #   huggingface-hub
+    #   llama-index-core
+    #   tavily-python
+    #   tiktoken
+    #   transformers
+    #   wikipedia
+retrying==1.4.0
+    # via llama-hub
+rich==14.0.0
+    # via typer
+ruff==0.12.0
+    # via gradio
+safehttpx==0.1.6
+    # via gradio
+safetensors==0.5.3
+    # via transformers
+scikit-learn==1.7.0
+    # via sentence-transformers
+scipy==1.16.0
+    # via
+    #   scikit-learn
+    #   sentence-transformers
+semantic-version==2.10.0
+    # via gradio
+sentence-transformers==4.1.0
+    # via llama-index-embeddings-huggingface
+setuptools==80.9.0
+    # via
+    #   llama-index-core
+    #   torch
+    #   triton
+sgmllib3k==1.0.0
+    # via feedparser
+shellingham==1.5.4
+    # via typer
+six==1.17.0
+    # via python-dateutil
+sniffio==1.3.1
+    # via
+    #   anyio
+    #   openai
+soupsieve==2.7
+    # via beautifulsoup4
+sqlalchemy==2.0.41
+    # via llama-index-core
+starlette==0.46.2
+    # via
+    #   fastapi
+    #   gradio
+striprtf==0.0.26
+    # via llama-index-readers-file
+sympy==1.14.0
+    # via torch
+tavily-python==0.7.8
+    # via
+    #   final-assignment-template (pyproject.toml)
+    #   llama-index-tools-tavily-research
+tenacity==9.1.2
+    # via llama-index-core
+threadpoolctl==3.6.0
+    # via scikit-learn
+tiktoken==0.9.0
+    # via
+    #   llama-index-core
+    #   tavily-python
+tokenizers==0.21.2
+    # via transformers
+tomlkit==0.13.3
+    # via gradio
+torch==2.7.1
+    # via sentence-transformers
+tqdm==4.67.1
+    # via
+    #   huggingface-hub
+    #   llama-index-core
+    #   nltk
+    #   openai
+    #   sentence-transformers
+    #   transformers
+transformers==4.52.4
+    # via
+    #   llama-index-llms-openai-like
+    #   sentence-transformers
+triton==3.3.1
+    # via torch
+typer==0.16.0
+    # via gradio
+typing-extensions==4.14.0
+    # via
+    #   aiosqlite
+    #   anyio
+    #   beautifulsoup4
+    #   fastapi
+    #   gradio
+    #   gradio-client
+    #   huggingface-hub
+    #   llama-index-core
+    #   openai
+    #   pydantic
+    #   pydantic-core
+    #   sentence-transformers
+    #   sqlalchemy
+    #   torch
+    #   typer
+    #   typing-inspect
+    #   typing-inspection
+typing-inspect==0.9.0
+    # via
+    #   dataclasses-json
+    #   llama-index-core
+typing-inspection==0.4.1
+    # via pydantic
+tzdata==2025.2
+    # via pandas
+urllib3==2.5.0
+    # via requests
+uvicorn==0.34.3
+    # via gradio
+websockets==15.0.1
+    # via gradio-client
+wikipedia==1.4.0
+    # via llama-index-tools-wikipedia
+wrapt==1.17.2
+    # via
+    #   deprecated
+    #   llama-index-core
+yarl==1.20.1
+    # via aiohttp

uv.lock

@@ -122,6 +122,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916, upload-time = "2025-03-17T00:02:52.713Z" },
 ]
 
+[[package]]
+name = "arxiv"
+version = "2.2.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "feedparser" },
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/0b/16/3d72446400a59d1fbda24fed2289661398994164e07d72cfa85e43ce5e36/arxiv-2.2.0.tar.gz", hash = "sha256:6072a2211e95697092ef32acde0144d7de2cfa71208e2751724316c9df322cc0", size = 16910, upload-time = "2025-04-08T06:16:09.824Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/71/1e/e7f0393e836b5347605fc356c24d9f9ae9b26e0f7e52573b80e3d28335eb/arxiv-2.2.0-py3-none-any.whl", hash = "sha256:545b8af5ab301efff7697cd112b5189e631b80521ccbc33fbc1e1f9cff63ca4d", size = 11696, upload-time = "2025-04-08T06:16:08.844Z" },
+]
+
 [[package]]
 name = "attrs"
 version = "25.3.0"
@@ -187,6 +200,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/04/4a/7fdca29d1db62f5f5c3446bf8f668beacdb0b5a8aff4247574ddfddc6bcd/banks-2.1.2-py3-none-any.whl", hash = "sha256:7fba451069f6bea376483b8136a0f29cb1e6883133626d00e077e20a3d102c0e", size = 28064, upload-time = "2025-04-20T07:09:20.201Z" },
 ]
 
+[[package]]
+name = "beautifulsoup4"
+version = "4.13.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
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