Add MISTRAL integration, update dependencies, and adjust `.example.env` for new API key support.

.example.env

@@ -12,6 +12,7 @@
 
 HF_TOKEN = "hf_xxxxxx"
 NEBIUS_API_TOKEN = "xxxxxxxx"
+MISTRAL_API_KEY = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
 # See https://docs.llamaindex.ai/en/stable/module_guides/observability/#llamatrace-hosted-arize-phoenix
 PHOENIX_API_KEY = "xxxxxxxxxxxxxxxxxxx:xxxxxxx"
 

README.md

@@ -32,7 +32,7 @@ Tools :
 - [x] Web search
 - [x] Url requests
 - [x] Wikipedia
-- [ ] Image queries
+- [x] Image queries
 - [ ] Video queries
 - [ ] Website parser
 - [ ] Text chunker

pyproject.toml

@@ -10,9 +10,13 @@ dependencies = [
     "llama-index>=0.12.43",
     "llama-index-llms-huggingface-api>=0.5.0",
     "llama-index-llms-nebius>=0.1.2",
+    "llama-index-multi-modal-llms-huggingface>=0.4.2",
+    "llama-index-multi-modal-llms-mistralai>=0.4.0",
+    "llama-index-multi-modal-llms-nebius>=0.4.0",
     "llama-index-tools-duckduckgo>=0.3.0",
     "llama-index-tools-requests>=0.4.0",
     "llama-index-tools-wikipedia>=0.3.0",
+    "mistralai>=1.8.2",
     "openai-whisper>=20250625",
     "openpyxl>=3.1.5",
     "requests>=2.32.4",

src/gaia_solving_agent/__init__.py

@@ -5,5 +5,6 @@ from dotenv import load_dotenv
 load_dotenv()
 HF_API_TOKEN = os.getenv("HF_TOKEN")
 NEBIUS_API_KEY = os.getenv("NEBIUS_API_TOKEN")
+MISTRAL_API_KEY = os.getenv("MISTRAL_API_KEY")
 PHOENIX_API_KEY = os.getenv("PHOENIX_API_KEY")
 TAVILY_API_KEY = os.getenv("TAVILY_API_KEY")

src/gaia_solving_agent/tools.py

@@ -1,6 +1,9 @@
+from llama_index.core.schema import ImageDocument
+from llama_index.multi_modal_llms.mistralai import MistralAIMultiModal
+from llama_index.multi_modal_llms.nebius import NebiusMultiModal
 from tavily import AsyncTavilyClient
 
-from gaia_solving_agent import TAVILY_API_KEY
+from gaia_solving_agent import TAVILY_API_KEY, NEBIUS_API_KEY, MISTRAL_API_KEY
 
 
 async def tavily_search_web(query: str) -> str:
@@ -10,3 +13,36 @@ async def tavily_search_web(query: str) -> str:
     client = AsyncTavilyClient(api_key=TAVILY_API_KEY)
     return str(await client.search(query))
 
+
+async def vllm_ask_image(query: str, images: ImageDocument | list[ImageDocument]) -> str:
+    """
+    Asynchronously processes a visual-linguistic query paired with image data
+    and returns corresponding results. This function leverages visual
+    understanding and language processing to answer the provided query based
+    on the content of the given image(s).
+
+    Parameters:
+    query: str
+        The question or request related to the provided image(s).
+    images: ImageDocument | list[ImageDocument]
+        Image data provided as a llamaindex ImageDocument or list of.
+
+    Returns:
+    str
+        The result or response to the provided query based on the processed
+        image content.
+    """
+    multimodal_llm = MistralAIMultiModal(
+        model="mistral-small-2506",
+        api_key=MISTRAL_API_KEY,
+        temperature=.1,
+        max_retries=5,
+    )
+
+    if not isinstance(images, list):
+        images = [images]
+    vllm_output = multimodal_llm.complete(
+        prompt = query,
+        image_documents=images
+    )
+    return vllm_output.text

uv.lock

@@ -7,6 +7,24 @@ resolution-markers = [
     "python_full_version < '3.12.4'",
 ]
 
+[[package]]
+name = "accelerate"
+version = "1.8.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "huggingface-hub" },
+    { name = "numpy" },
+    { name = "packaging" },
+    { name = "psutil" },
+    { name = "pyyaml" },
+    { name = "safetensors" },
+    { name = "torch" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/bd/c2/b9e33ad13232606dded4c546e654fb06a15f1dbcbd95d81c9f9dd3ccc771/accelerate-1.8.1.tar.gz", hash = "sha256:f60df931671bc4e75077b852990469d4991ce8bd3a58e72375c3c95132034db9", size = 380872, upload-time = "2025-06-20T15:36:14.618Z" }
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+]
+
 [[package]]
 name = "agent-course-final-assignment"
 version = "0.1.0"
@@ -17,9 +35,13 @@ dependencies = [
     { name = "llama-index" },
     { name = "llama-index-llms-huggingface-api" },
     { name = "llama-index-llms-nebius" },
+    { name = "llama-index-multi-modal-llms-huggingface" },
+    { name = "llama-index-multi-modal-llms-mistralai" },
+    { name = "llama-index-multi-modal-llms-nebius" },
     { name = "llama-index-tools-duckduckgo" },
     { name = "llama-index-tools-requests" },
     { name = "llama-index-tools-wikipedia" },
+    { name = "mistralai" },
     { name = "openai-whisper" },
     { name = "openpyxl" },
     { name = "requests" },
@@ -40,9 +62,13 @@ requires-dist = [
     { name = "llama-index", specifier = ">=0.12.43" },
     { name = "llama-index-llms-huggingface-api", specifier = ">=0.5.0" },
     { name = "llama-index-llms-nebius", specifier = ">=0.1.2" },
+    { name = "llama-index-multi-modal-llms-huggingface", specifier = ">=0.4.2" },
+    { name = "llama-index-multi-modal-llms-mistralai", specifier = ">=0.4.0" },
+    { name = "llama-index-multi-modal-llms-nebius", specifier = ">=0.4.0" },
     { name = "llama-index-tools-duckduckgo", specifier = ">=0.3.0" },
     { name = "llama-index-tools-requests", specifier = ">=0.4.0" },
     { name = "llama-index-tools-wikipedia", specifier = ">=0.3.0" },
+    { name = "mistralai", specifier = ">=1.8.2" },
     { name = "openai-whisper", specifier = ">=20250625" },
     { name = "openpyxl", specifier = ">=3.1.5" },
     { name = "requests", specifier = ">=2.32.4" },
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