From 38f8ba580af36fb4311bbd36546cf36c4a33ba25 Mon Sep 17 00:00:00 2001 From: Max Kahan Date: Fri, 3 Apr 2026 02:17:52 +0100 Subject: [PATCH 1/9] add resale advisor example --- .../12_resale_advisor_example/pyproject.toml | 20 ++++ .../resale_advisor_example.py | 111 ++++++++++++++++++ .../plugins/huggingface/transformers_vlm.py | 12 +- 3 files changed, 141 insertions(+), 2 deletions(-) create mode 100644 examples/12_resale_advisor_example/pyproject.toml create mode 100644 examples/12_resale_advisor_example/resale_advisor_example.py diff --git a/examples/12_resale_advisor_example/pyproject.toml b/examples/12_resale_advisor_example/pyproject.toml new file mode 100644 index 00000000..1490bb48 --- /dev/null +++ b/examples/12_resale_advisor_example/pyproject.toml @@ -0,0 +1,20 @@ +[project] +name = "resale-advisor-example" +version = "0.0.0" +requires-python = ">=3.10" + +dependencies = [ + "python-dotenv>=1.0", + "vision-agents-plugins-huggingface[transformers]", + "vision-agents-plugins-getstream", + "vision-agents-plugins-deepgram", + "vision-agents", + "timm", + "aiohttp", +] + +[tool.uv.sources] +"vision-agents-plugins-huggingface" = {path = "../../plugins/huggingface", editable=true} +"vision-agents-plugins-getstream" = {path = "../../plugins/getstream", editable=true} +"vision-agents-plugins-deepgram" = {path = "../../plugins/deepgram", editable=true} +"vision-agents" = {path = "../../agents-core", editable=true} diff --git a/examples/12_resale_advisor_example/resale_advisor_example.py b/examples/12_resale_advisor_example/resale_advisor_example.py new file mode 100644 index 00000000..58520313 --- /dev/null +++ b/examples/12_resale_advisor_example/resale_advisor_example.py @@ -0,0 +1,111 @@ +""" +Gemma 4 Resale Price Advisor + +Point your camera at household items and get resale price suggestions. +Uses Gemma 4 VLM to identify items and search the web for pricing. + +Creates an agent that uses: +- TransformersVLM for visual analysis and price estimation (Gemma 4 E4B) +- Deepgram for speech-to-text and text-to-speech +- GetStream for edge/real-time communication + +Requirements: +- STREAM_API_KEY and STREAM_API_SECRET environment variables +- DEEPGRAM_API_KEY environment variable +- GPU with ~8GB VRAM recommended (or Apple Silicon with 16GB+ unified memory) + +First run will download Gemma 4 E4B (~8GB). +""" + +import asyncio +import logging +import urllib.parse + +import aiohttp +from dotenv import load_dotenv +from vision_agents.core import Agent, Runner, User +from vision_agents.core.agents import AgentLauncher +from vision_agents.plugins import deepgram, getstream, huggingface + +logger = logging.getLogger(__name__) + +load_dotenv() + +SYSTEM_PROMPT = ( + "You are a resale price advisor. The user is moving house and selling items. " + "You can see their camera feed. When they ask about an item, identify what you " + "see and use the search_web tool to look up its current resale value. " + "Then give a specific price range in USD with a brief justification. " + "Speak naturally, no lists or formatting. Never use emojis or special characters. " + "Keep responses under 50 words." +) + + +async def create_agent(**kwargs) -> Agent: + """Create an agent that identifies items and searches for resale prices.""" + vlm = huggingface.TransformersVLM( + model="google/gemma-3n-E4B-it", + max_new_tokens=200, + fps=1, + frame_buffer_seconds=5, + max_frames=1, + do_sample=False, + ) + + @vlm.register_function( + "search_web", + description="Search the web for resale prices of an item. Pass a search query.", + ) + async def search_web(query: str) -> str: + logger.info(f" [tool] search_web({query!r})") + encoded = urllib.parse.quote_plus(query) + url = f"https://html.duckduckgo.com/html/?q={encoded}" + headers: dict[str, str] = { + "User-Agent": "Mozilla/5.0 (compatible; ResaleAdvisor/1.0)" + } + try: + async with aiohttp.ClientSession() as session: + async with session.get(url, headers=headers, timeout=aiohttp.ClientTimeout(total=10)) as resp: + text = await resp.text() + snippets: list[str] = [] + for chunk in text.split('class="result__snippet"'): + if len(snippets) >= 5: + break + if snippets or chunk != text.split('class="result__snippet"')[0]: + clean = chunk.split("")[0].split(">")[-1] + clean = clean.replace("", "").replace("", "").strip() + if clean: + snippets.append(clean) + return "\n".join(snippets) if snippets else f"No results found for: {query}" + except (aiohttp.ClientError, TimeoutError) as e: + logger.error(f"Web search failed: {e}") + return f"Search failed: {e}" + + agent = Agent( + edge=getstream.Edge(), + agent_user=User(name="Resale Price Advisor", id="agent"), + instructions=SYSTEM_PROMPT, + llm=vlm, + tts=deepgram.TTS(), + stt=deepgram.STT(), + ) + + return agent + + +async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs) -> None: + """Join the call and run the agent.""" + call = await agent.create_call(call_type, call_id) + + logger.info("Starting Resale Price Advisor...") + + async with agent.join(call): + await asyncio.sleep(2) + await agent.llm.simple_response( + text="Greet the user briefly. Tell them to show items to the camera and ask you for a price.", + ) + await agent.finish() + + +if __name__ == "__main__": + Runner(AgentLauncher(create_agent=create_agent, join_call=join_call)).cli() diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py index 4b6470e4..2541f6dd 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py @@ -104,6 +104,7 @@ def __init__( max_frames: int = 4, max_new_tokens: int = 512, max_tool_rounds: int = 3, + do_sample: bool = True, ): super().__init__() @@ -114,6 +115,7 @@ def __init__( self._trust_remote_code = trust_remote_code self._max_new_tokens = max_new_tokens self._max_tool_rounds = max_tool_rounds + self._do_sample = do_sample self._fps = fps self._max_frames = max_frames @@ -229,7 +231,11 @@ async def simple_response( {"type": "image"} for _ in range(image_count) ] image_content.append({"type": "text", "text": text or "Describe what you see."}) - messages.append({"role": "user", "content": image_content}) + + if messages and messages[-1]["role"] == "user": + messages[-1] = {"role": "user", "content": image_content} + else: + messages.append({"role": "user", "content": image_content}) inference_id = str(uuid.uuid4()) @@ -276,7 +282,7 @@ async def create_response( frames: Optional[list[av.VideoFrame]] = None, max_new_tokens: Optional[int] = None, temperature: float = 0.7, - do_sample: bool = True, + do_sample: Optional[bool] = None, **kwargs: Any, ) -> LLMResponseEvent: """Generate a response from messages and optional video frames. @@ -289,6 +295,8 @@ async def create_response( do_sample: Whether to use sampling (vs greedy). """ is_tool_followup = kwargs.pop("_tool_followup", False) + if do_sample is None: + do_sample = self._do_sample if self._resources is None: logger.error("Model not loaded. Ensure warmup() was called.") From 36a3160de9ff4118d4f5c3840f6d7c53a532c84a Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Mon, 6 Apr 2026 10:49:40 -0600 Subject: [PATCH 2/9] Upgrade transformers library version --- plugins/huggingface/pyproject.toml | 4 +- plugins/moondream/pyproject.toml | 2 +- plugins/smart_turn/pyproject.toml | 2 +- uv.lock | 1333 +++++++++++----------------- 4 files changed, 522 insertions(+), 819 deletions(-) diff --git a/plugins/huggingface/pyproject.toml b/plugins/huggingface/pyproject.toml index 922c9806..493fb8f8 100644 --- a/plugins/huggingface/pyproject.toml +++ b/plugins/huggingface/pyproject.toml @@ -12,12 +12,12 @@ requires-python = ">=3.10" license = "MIT" dependencies = [ "vision-agents", - "huggingface_hub<1.0", + "huggingface_hub>=0.20.0,<2", ] [project.optional-dependencies] transformers = [ - "transformers>=4.45.0,<5", + "transformers>=5.3.0,<6", "torch>=2.0.0,<3", "accelerate>=0.25.0,<2", "supervision>=0.21.0,<1", diff --git a/plugins/moondream/pyproject.toml b/plugins/moondream/pyproject.toml index 36433542..cdc6f6e3 100644 --- a/plugins/moondream/pyproject.toml +++ b/plugins/moondream/pyproject.toml @@ -15,7 +15,7 @@ dependencies = [ "pillow>=10.4.0,<11", "opencv-python>=4.8.0,<5", "moondream>=0.2.0,<1", # Now compatible with vision-agents pillow>=10.4.0 - "transformers>=4.57.6,<5", # For local model loading + "transformers>=4.57.6,<6", # For local model loading "torch>=2.10.0,<3", # PyTorch for model inference "accelerate>=1.13.0,<2", # Required for device_map and device management ] diff --git a/plugins/smart_turn/pyproject.toml b/plugins/smart_turn/pyproject.toml index 85934096..6cb398f9 100644 --- a/plugins/smart_turn/pyproject.toml +++ b/plugins/smart_turn/pyproject.toml @@ -14,7 +14,7 @@ dependencies = [ "numpy>=2.2.6,<2.3", "httpx>=0.28.1,<1", "onnxruntime>=1.24.3,<2", - "transformers>=4.57.6,<5", + "transformers>=4.57.6,<6", ] [project.urls] diff --git a/uv.lock b/uv.lock index 15837bec..d85e7102 100644 --- a/uv.lock +++ b/uv.lock 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"vision-agents", editable = "agents-core" }, ] @@ -8486,7 +8189,7 @@ wheels = [ [[package]] name = "xai-sdk" -version = "1.11.0" +version = "1.10.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "aiohttp" }, @@ -8498,9 +8201,9 @@ dependencies = [ { name = "pydantic" }, { name = "requests" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/49/32/bb8385f7a3b05ce406b689aa000c9a34289caa1526f1c093a1cefc0d9695/xai_sdk-1.11.0.tar.gz", hash = "sha256:ca87a830d310fb8e06fba44fb2a8c5cdf0d9f716b61126eddd51b7f416a63932", size = 404313, upload-time = "2026-03-27T18:23:10.091Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ac/f7/8053a41e67e3e14fb1a52afc2bef5642f9346cedc3f0594a83b6eec09e5a/xai_sdk-1.10.0.tar.gz", hash = "sha256:0ddb4def34294ba11573b3a4efdd8510456be304b175ddba96a1d687b9dea30e", size = 402806, upload-time = "2026-03-24T17:24:57.113Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/04/76/86d9a3589c725ce825d2ed3e7cb3ecf7f956d3fd015353d52197bb341bcd/xai_sdk-1.11.0-py3-none-any.whl", hash = "sha256:fe58ce6d8f8115ae8bd57ded57bcd847d0bb7cb28bb7b236abefd4626df1ed8d", size = 251388, upload-time = "2026-03-27T18:23:08.573Z" }, + { url = "https://files.pythonhosted.org/packages/03/01/4082ae7ead2e84c22e22ef383c17f62224abbf9c6aba1f12bab3f80df148/xai_sdk-1.10.0-py3-none-any.whl", hash = "sha256:7644afe2f60311ae626fd3bb364fe135beff96b08715f430ee4a085f5542e357", size = 250708, upload-time = "2026-03-24T17:24:55.576Z" }, ] [[package]] From e4d70350c9d4332497e27c4e7108c288fa9120df Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Mon, 6 Apr 2026 10:50:10 -0600 Subject: [PATCH 3/9] Change example to voice only for local testing --- .../resale_advisor_example.py | 102 +++++++++--------- 1 file changed, 48 insertions(+), 54 deletions(-) diff --git a/examples/12_resale_advisor_example/resale_advisor_example.py b/examples/12_resale_advisor_example/resale_advisor_example.py index 58520313..1bf75209 100644 --- a/examples/12_resale_advisor_example/resale_advisor_example.py +++ b/examples/12_resale_advisor_example/resale_advisor_example.py @@ -1,20 +1,26 @@ """ -Gemma 4 Resale Price Advisor +Voice AI with Gemma 4 - Local Tool-Calling Agent -Point your camera at household items and get resale price suggestions. -Uses Gemma 4 VLM to identify items and search the web for pricing. +A real-time voice assistant powered by Gemma 4 running entirely on your hardware. +Demonstrates how to build a voice AI agent with tool calling using local models: -Creates an agent that uses: -- TransformersVLM for visual analysis and price estimation (Gemma 4 E4B) +- Gemma 4 E2B for text generation and tool calling (~5GB) - Deepgram for speech-to-text and text-to-speech -- GetStream for edge/real-time communication +- GetStream for real-time communication + +The user speaks naturally and the agent responds with voice, calling tools +to look up live information (weather, web searches, unit conversions, etc). Requirements: - STREAM_API_KEY and STREAM_API_SECRET environment variables - DEEPGRAM_API_KEY environment variable -- GPU with ~8GB VRAM recommended (or Apple Silicon with 16GB+ unified memory) +- GPU with ~6GB VRAM recommended (or Apple Silicon with 16GB+ unified memory) + +First run will download Gemma 4 E2B (~5GB). -First run will download Gemma 4 E4B (~8GB). +Note: Gemma 4 also supports vision (VLM) via TransformersVLM for camera-based +use-cases, but the multimodal variant (E4B) requires ~16GB VRAM / 32GB unified +memory. See TransformersVLM in the huggingface plugin for details. """ import asyncio @@ -32,60 +38,48 @@ load_dotenv() SYSTEM_PROMPT = ( - "You are a resale price advisor. The user is moving house and selling items. " - "You can see their camera feed. When they ask about an item, identify what you " - "see and use the search_web tool to look up its current resale value. " - "Then give a specific price range in USD with a brief justification. " - "Speak naturally, no lists or formatting. Never use emojis or special characters. " - "Keep responses under 50 words." + "You are a helpful voice assistant running on a local Gemma 4 model. " + "You can search the web and check the weather using your tools. " + "Always use a tool when the user asks a factual question you're unsure about. " + "Speak naturally, as if having a conversation. No lists or formatting. " + "Never use emojis or special characters. Keep responses under 50 words." ) +async def get_weather(location: str) -> str: + """Get current weather for a location using wttr.in.""" + logger.info(f" [tool] get_weather({location!r})") + encoded = urllib.parse.quote_plus(location) + url = f"https://wttr.in/{encoded}?format=%C+%t+%h+%w" + try: + async with aiohttp.ClientSession() as session: + async with session.get( + url, timeout=aiohttp.ClientTimeout(total=10) + ) as resp: + return await resp.text() + except (aiohttp.ClientError, TimeoutError) as e: + logger.error(f"Weather lookup failed: {e}") + return f"Weather lookup failed: {e}" + async def create_agent(**kwargs) -> Agent: - """Create an agent that identifies items and searches for resale prices.""" - vlm = huggingface.TransformersVLM( - model="google/gemma-3n-E4B-it", - max_new_tokens=200, - fps=1, - frame_buffer_seconds=5, - max_frames=1, - do_sample=False, + """Create a voice AI agent with Gemma 4 and tool calling.""" + llm = huggingface.TransformersLLM( + model="google/gemma-4-E2B-it", ) - @vlm.register_function( - "search_web", - description="Search the web for resale prices of an item. Pass a search query.", - ) - async def search_web(query: str) -> str: - logger.info(f" [tool] search_web({query!r})") - encoded = urllib.parse.quote_plus(query) - url = f"https://html.duckduckgo.com/html/?q={encoded}" - headers: dict[str, str] = { - "User-Agent": "Mozilla/5.0 (compatible; ResaleAdvisor/1.0)" - } - try: - async with aiohttp.ClientSession() as session: - async with session.get(url, headers=headers, timeout=aiohttp.ClientTimeout(total=10)) as resp: - text = await resp.text() - snippets: list[str] = [] - for chunk in text.split('class="result__snippet"'): - if len(snippets) >= 5: - break - if snippets or chunk != text.split('class="result__snippet"')[0]: - clean = chunk.split("")[0].split(">")[-1] - clean = clean.replace("", "").replace("", "").strip() - if clean: - snippets.append(clean) - return "\n".join(snippets) if snippets else f"No results found for: {query}" - except (aiohttp.ClientError, TimeoutError) as e: - logger.error(f"Web search failed: {e}") - return f"Search failed: {e}" + llm.register_function( + "get_weather", + description=( + "Get current weather for a location. " + "Pass a city name like 'San Francisco' or 'London'." + ), + )(get_weather) agent = Agent( edge=getstream.Edge(), - agent_user=User(name="Resale Price Advisor", id="agent"), + agent_user=User(name="Voice Assistant", id="agent"), instructions=SYSTEM_PROMPT, - llm=vlm, + llm=llm, tts=deepgram.TTS(), stt=deepgram.STT(), ) @@ -97,12 +91,12 @@ async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs) -> Non """Join the call and run the agent.""" call = await agent.create_call(call_type, call_id) - logger.info("Starting Resale Price Advisor...") + logger.info("Starting Voice Assistant...") async with agent.join(call): await asyncio.sleep(2) await agent.llm.simple_response( - text="Greet the user briefly. Tell them to show items to the camera and ask you for a price.", + text="Greet the user briefly. Tell them you can help answer questions, search the web, and check the weather.", ) await agent.finish() From ec6719e5accd047681b34e161964570f565e0489 Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Mon, 6 Apr 2026 10:50:42 -0600 Subject: [PATCH 4/9] Add resolve_device for mapping DeviceType --- .../plugins/huggingface/transformers_llm.py | 23 +++++++++++++++---- .../plugins/huggingface/transformers_vlm.py | 8 +++---- 2 files changed, 23 insertions(+), 8 deletions(-) diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py index 4dd6ee81..363eb600 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py @@ -59,6 +59,22 @@ TorchDtypeType = Literal["auto", "float16", "bfloat16", "float32"] +def resolve_device(config: DeviceType) -> DeviceType: + """Resolve ``"auto"`` to a concrete device based on available hardware. + + ``device_map="auto"`` in HuggingFace only handles CPU/CUDA splits and does + not place models on MPS. This helper picks the best concrete device so + callers can use the MPS path explicitly when running on Apple Silicon. + """ + if config != "auto": + return config + if torch.cuda.is_available(): + return "cuda" + if torch.backends.mps.is_available(): + return "mps" + return "cpu" + + def resolve_torch_dtype(config: TorchDtypeType) -> torch.dtype: """Map a string config to a concrete ``torch.dtype``. @@ -228,15 +244,14 @@ def on_warmed_up(self, resource: ModelResources) -> None: def _load_model_sync(self) -> ModelResources: torch_dtype = resolve_torch_dtype(self._torch_dtype_config) + device = resolve_device(self._device_config) load_kwargs: dict[str, Any] = { "trust_remote_code": self._trust_remote_code, "torch_dtype": torch_dtype, } - if self._device_config == "auto": - load_kwargs["device_map"] = "auto" - elif self._device_config == "cuda": + if device == "cuda": load_kwargs["device_map"] = {"": "cuda"} quant_config = get_quantization_config(self._quantization) @@ -245,7 +260,7 @@ def _load_model_sync(self) -> ModelResources: model = AutoModelForCausalLM.from_pretrained(self.model_id, **load_kwargs) - if self._device_config == "mps": + if device == "mps": cast(torch.nn.Module, model).to(torch.device("mps")) model.eval() diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py index 2541f6dd..3845d84a 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py @@ -51,6 +51,7 @@ TorchDtypeType, extract_tool_calls_from_text, get_quantization_config, + resolve_device, resolve_torch_dtype, ) @@ -139,15 +140,14 @@ def on_warmed_up(self, resource: VLMResources) -> None: def _load_model_sync(self) -> VLMResources: torch_dtype = resolve_torch_dtype(self._torch_dtype_config) + device = resolve_device(self._device_config) load_kwargs: dict[str, Any] = { "trust_remote_code": self._trust_remote_code, "torch_dtype": torch_dtype, } - if self._device_config == "auto": - load_kwargs["device_map"] = "auto" - elif self._device_config == "cuda": + if device == "cuda": load_kwargs["device_map"] = {"": "cuda"} quant_config = get_quantization_config(self._quantization) @@ -158,7 +158,7 @@ def _load_model_sync(self) -> VLMResources: self.model_id, **load_kwargs ) - if self._device_config == "mps": + if device == "mps": cast(torch.nn.Module, model).to(torch.device("mps")) model.eval() From 047d7d67fa1c52268d7a1f60822bae86205223f6 Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Tue, 7 Apr 2026 14:12:05 -0600 Subject: [PATCH 5/9] Extractr common logic to _local_inference --- .../plugins/huggingface/_local_inference.py | 336 ++++++++++++++++++ .../plugins/huggingface/_local_vlm.py | 318 +++++++++++++++++ 2 files changed, 654 insertions(+) create mode 100644 plugins/huggingface/vision_agents/plugins/huggingface/_local_inference.py create mode 100644 plugins/huggingface/vision_agents/plugins/huggingface/_local_vlm.py diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/_local_inference.py b/plugins/huggingface/vision_agents/plugins/huggingface/_local_inference.py new file mode 100644 index 00000000..8458cce3 --- /dev/null +++ b/plugins/huggingface/vision_agents/plugins/huggingface/_local_inference.py @@ -0,0 +1,336 @@ +"""Shared utilities and base classes for local-inference LLM plugins. + +Provides: +- Tool-call parsing from raw model text output. +- Message building from instructions + conversation. +- ``LocalTextLLM`` — abstract base for text-only local LLMs (Transformers, MLX). +""" + +import abc +import asyncio +import json +import logging +import re +import uuid +from collections.abc import Awaitable, Callable +from typing import Any, Generic, Optional, TypeVar + +from vision_agents.core.agents.conversation import Conversation +from vision_agents.core.llm.events import ( + LLMRequestStartedEvent, + LLMResponseChunkEvent, + LLMResponseCompletedEvent, +) +from vision_agents.core.llm.llm import LLM, LLMResponseEvent +from vision_agents.core.llm.llm_types import NormalizedToolCallItem, ToolSchema +from vision_agents.core.warmup import Warmable + +from . import events +from ._tool_call_loop import ( + convert_tools_to_chat_completions_format, + run_tool_call_loop, +) + +logger = logging.getLogger(__name__) + +R = TypeVar("R") + + +def _extract_json_objects(text: str) -> list[dict[str, Any]]: + """Extract all top-level JSON objects from *text* using ``raw_decode``.""" + decoder = json.JSONDecoder() + objects: list[dict[str, Any]] = [] + idx = 0 + while idx < len(text): + idx = text.find("{", idx) + if idx == -1: + break + try: + obj, end = decoder.raw_decode(text, idx) + if isinstance(obj, dict): + objects.append(obj) + idx = end + except json.JSONDecodeError: + idx += 1 + return objects + + +def extract_tool_calls_from_text(text: str) -> list[NormalizedToolCallItem]: + """Parse tool calls from raw model output text. + + Supports: + - Hermes format: ``{"name": ..., "arguments": ...}`` + - Generic JSON: ``{"name": ..., "arguments": ...}`` + """ + tool_calls: list[NormalizedToolCallItem] = [] + + hermes_pattern = r"\s*(.*?)\s*" + for match in re.finditer(hermes_pattern, text, re.DOTALL): + for obj in _extract_json_objects(match.group(1)): + tool_calls.append( + { + "type": "tool_call", + "id": obj.get("id", str(uuid.uuid4())), + "name": obj.get("name", ""), + "arguments_json": obj.get("arguments", {}), + } + ) + + if tool_calls: + return tool_calls + + for obj in _extract_json_objects(text): + if "name" in obj and "arguments" in obj: + tool_calls.append( + { + "type": "tool_call", + "id": str(uuid.uuid4()), + "name": obj["name"], + "arguments_json": obj["arguments"], + } + ) + + return tool_calls + + +def build_messages( + instructions: str, + conversation: Optional[Conversation], +) -> list[dict[str, Any]]: + """Build a chat message list from instructions and conversation history.""" + messages: list[dict[str, Any]] = [] + if instructions: + messages.append({"role": "system", "content": instructions}) + if conversation: + for msg in conversation.messages: + messages.append({"role": msg.role, "content": msg.content}) + return messages + + +async def run_local_tool_call_loop( + llm: LLM, + tool_calls: list[NormalizedToolCallItem], + messages: list[dict[str, Any]], + create_followup: Callable[[list[dict[str, Any]]], Awaitable[LLMResponseEvent]], + *, + max_tool_rounds: int = 3, +) -> LLMResponseEvent: + """Run a multi-round tool-call loop with text-based tool-call extraction. + + Wraps ``run_tool_call_loop`` with the text-parsing step that all local + inference backends share: after each follow-up generation, tool calls + are extracted from the raw model output via ``extract_tool_calls_from_text``. + """ + + async def _generate_followup( + current_messages: list[dict[str, Any]], + ) -> tuple[LLMResponseEvent, list[NormalizedToolCallItem]]: + result = await create_followup(current_messages) + next_calls = extract_tool_calls_from_text(result.text) + return result, next_calls + + return await run_tool_call_loop( + llm, + tool_calls, + messages, + _generate_followup, + max_rounds=max_tool_rounds, + ) + + +class LocalTextLLM(LLM, Warmable[R], Generic[R]): + """Abstract base for local text LLM inference (Transformers, MLX, etc.). + + Subclasses implement model loading, chat template application, and the + actual generate calls. This base provides the shared orchestration: + warmup, ``simple_response``, ``create_response`` (template method with + tool-call suppression), tool handling, and lifecycle management. + """ + + _plugin_name: str + + def __init__( + self, + model: str, + max_new_tokens: int = 512, + max_tool_rounds: int = 3, + ): + super().__init__() + self.model_id = model + self._max_new_tokens = max_new_tokens + self._max_tool_rounds = max_tool_rounds + self._resources: Optional[R] = None + self.events.register_events_from_module(events) + + @abc.abstractmethod + def _load_model_sync(self) -> R: + """Load and return model resources (called in a thread).""" + + @abc.abstractmethod + def _apply_template( + self, + messages: list[dict[str, Any]], + tools_param: Optional[list[dict[str, Any]]], + ) -> tuple[Any, bool] | None: + """Apply the chat template to produce model input. + + Returns ``(prepared_input, tools_applied)`` on success, where + *tools_applied* indicates whether the template accepted the tools + parameter. Returns ``None`` on unrecoverable failure. + """ + + @abc.abstractmethod + async def _generate_streaming( + self, prepared_input: Any, max_tokens: int, temperature: float + ) -> LLMResponseEvent: + """Generate a streaming response from *prepared_input*.""" + + @abc.abstractmethod + async def _generate_non_streaming( + self, + prepared_input: Any, + max_tokens: int, + temperature: float, + emit_events: bool, + ) -> LLMResponseEvent: + """Generate a non-streaming response from *prepared_input*.""" + + async def on_warmup(self) -> R: + logger.info("Loading model: %s", self.model_id) + resources = await asyncio.to_thread(self._load_model_sync) + logger.info("Model loaded: %s", self.model_id) + return resources + + def on_warmed_up(self, resource: R) -> None: + self._resources = resource + + async def simple_response( + self, + text: str, + participant: Optional[Any] = None, + ) -> LLMResponseEvent: + if self._conversation is None: + logger.warning( + "Conversation not initialized. Call set_conversation() first." + ) + return LLMResponseEvent(original=None, text="") + + if participant is None: + await self._conversation.send_message( + role="user", user_id="user", content=text + ) + + messages = self._build_messages() + return await self.create_response(messages=messages, stream=True) + + async def create_response( + self, + messages: Optional[list[dict[str, Any]]] = None, + *, + stream: bool = True, + max_new_tokens: Optional[int] = None, + temperature: float = 0.7, + **kwargs: Any, + ) -> LLMResponseEvent: + if self._resources is None: + logger.error("Model not loaded. Ensure warmup() was called.") + return LLMResponseEvent(original=None, text="") + + if messages is None: + messages = self._build_messages() + + tools_param: Optional[list[dict[str, Any]]] = None + tools_spec = self.get_available_functions() + if tools_spec: + tools_param = convert_tools_to_chat_completions_format(tools_spec) + + template_result = self._apply_template(messages, tools_param) + if template_result is None: + return LLMResponseEvent(original=None, text="") + prepared_input, tools_applied = template_result + + max_tokens = max_new_tokens or self._max_new_tokens + is_tool_followup = kwargs.pop("_tool_followup", False) + suppress_events = tools_applied + + self.events.send( + LLMRequestStartedEvent( + plugin_name=self._plugin_name, + model=self.model_id, + streaming=stream and not suppress_events, + ) + ) + + if stream and not suppress_events: + result = await self._generate_streaming( + prepared_input, max_tokens, temperature + ) + else: + result = await self._generate_non_streaming( + prepared_input, max_tokens, temperature, not suppress_events + ) + + if suppress_events and result.text: + if logger.isEnabledFor(logging.DEBUG): + logger.debug("Raw model output (tools registered): %s", result.text) + tool_calls = extract_tool_calls_from_text(result.text) + if tool_calls: + if is_tool_followup: + return result + return await self._handle_tool_calls(tool_calls, messages, kwargs) + response_id = str(uuid.uuid4()) + if stream: + self.events.send( + LLMResponseChunkEvent( + plugin_name=self._plugin_name, + content_index=None, + item_id=response_id, + output_index=0, + sequence_number=0, + delta=result.text, + is_first_chunk=True, + time_to_first_token_ms=None, + ) + ) + self.events.send( + LLMResponseCompletedEvent( + plugin_name=self._plugin_name, + original=None, + text=result.text, + item_id=response_id, + model=self.model_id, + ) + ) + + return result + + def _build_messages(self) -> list[dict[str, Any]]: + return build_messages(self._instructions, self._conversation) + + def _convert_tools_to_provider_format( + self, tools: list[ToolSchema] + ) -> list[dict[str, Any]]: + return convert_tools_to_chat_completions_format(tools) + + async def _handle_tool_calls( + self, + tool_calls: list[NormalizedToolCallItem], + messages: list[dict[str, Any]], + kwargs: dict[str, Any], + ) -> LLMResponseEvent: + async def _followup(msgs: list[dict[str, Any]]) -> LLMResponseEvent: + return await self.create_response( + messages=msgs, _tool_followup=True, **kwargs + ) + + return await run_local_tool_call_loop( + self, tool_calls, messages, _followup, max_tool_rounds=self._max_tool_rounds + ) + + def unload(self) -> None: + logger.info("Unloading model: %s", self.model_id) + self._resources = None + + @property + def is_loaded(self) -> bool: + return self._resources is not None diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/_local_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/_local_vlm.py new file mode 100644 index 00000000..2be87cda --- /dev/null +++ b/plugins/huggingface/vision_agents/plugins/huggingface/_local_vlm.py @@ -0,0 +1,318 @@ +"""Abstract base class for local vision-language model plugins. + +Provides ``LocalVLM`` — the shared orchestration for video-capable local +inference backends (Transformers, MLX). Subclasses implement model loading +and the raw generate-from-frames call. +""" + +import abc +import asyncio +import logging +import time +import uuid +from collections import deque +from typing import Any, Generic, Optional, TypeVar, cast + +import av +from aiortc.mediastreams import MediaStreamTrack, VideoStreamTrack +from vision_agents.core.llm.events import ( + LLMRequestStartedEvent, + LLMResponseCompletedEvent, + VLMErrorEvent, + VLMInferenceCompletedEvent, + VLMInferenceStartEvent, +) +from vision_agents.core.llm.llm import LLMResponseEvent, VideoLLM +from vision_agents.core.llm.llm_types import NormalizedToolCallItem, ToolSchema +from vision_agents.core.utils.video_forwarder import VideoForwarder +from vision_agents.core.warmup import Warmable + +from . import events +from ._local_inference import ( + build_messages, + extract_tool_calls_from_text, + run_local_tool_call_loop, +) +from ._tool_call_loop import convert_tools_to_chat_completions_format + +logger = logging.getLogger(__name__) + +R = TypeVar("R") + + +class LocalVLM(VideoLLM, Warmable[R], Generic[R]): + """Abstract base for local VLM inference (Transformers, MLX, etc.). + + Subclasses implement model loading and a single + ``_generate_with_frames`` method. This base provides the shared + orchestration: warmup, video track management, ``simple_response``, + ``create_response`` (with tool-call handling), and lifecycle management. + """ + + _plugin_name: str + + def __init__( + self, + model: str, + fps: int = 1, + frame_buffer_seconds: int = 10, + max_frames: int = 4, + max_new_tokens: int = 512, + max_tool_rounds: int = 3, + ): + super().__init__() + self.model_id = model + self._fps = fps + self._max_frames = max_frames + self._max_new_tokens = max_new_tokens + self._max_tool_rounds = max_tool_rounds + self._resources: Optional[R] = None + self._video_forwarder: Optional[VideoForwarder] = None + self._frame_buffer: deque[av.VideoFrame] = deque( + maxlen=fps * frame_buffer_seconds + ) + self.events.register_events_from_module(events) + + @abc.abstractmethod + def _load_model_sync(self) -> R: + """Load and return model resources (called in a thread).""" + + @abc.abstractmethod + def _generate_with_frames( + self, + messages: list[dict[str, Any]], + frames: list[av.VideoFrame], + tools_param: Optional[list[dict[str, Any]]], + max_tokens: int, + temperature: float, + ) -> str: + """Run VLM generation synchronously (called via ``asyncio.to_thread``).""" + + async def on_warmup(self) -> R: + logger.info("Loading model: %s", self.model_id) + resources = await asyncio.to_thread(self._load_model_sync) + logger.info("Model loaded: %s", self.model_id) + return resources + + def on_warmed_up(self, resource: R) -> None: + self._resources = resource + + async def watch_video_track( + self, + track: MediaStreamTrack, + shared_forwarder: Optional[VideoForwarder] = None, + ) -> None: + if self._video_forwarder is not None and shared_forwarder is None: + logger.warning("Video forwarder already running, stopping the previous one") + await self._video_forwarder.stop() + self._video_forwarder = None + + logger.info('Subscribing plugin "%s" to VideoForwarder', self._plugin_name) + + if shared_forwarder: + self._video_forwarder = shared_forwarder + else: + self._video_forwarder = VideoForwarder( + cast(VideoStreamTrack, track), + max_buffer=10, + fps=self._fps, + name=f"{self._plugin_name}_forwarder", + ) + self._video_forwarder.start() + + self._video_forwarder.add_frame_handler( + self._frame_buffer.append, fps=self._fps + ) + + async def stop_watching_video_track(self) -> None: + if self._video_forwarder is not None: + await self._video_forwarder.remove_frame_handler(self._frame_buffer.append) + self._video_forwarder = None + logger.info("Stopped video forwarding to %s", self._plugin_name) + + async def simple_response( + self, + text: str, + participant: Optional[Any] = None, + ) -> LLMResponseEvent: + if self._conversation is None: + logger.warning( + "Conversation not initialized. Call set_conversation() first." + ) + return LLMResponseEvent(original=None, text="") + + if self._resources is None: + logger.error("Model not loaded. Ensure warmup() was called.") + return LLMResponseEvent(original=None, text="") + + if participant is None: + await self._conversation.send_message( + role="user", user_id="user", content=text + ) + + frames_snapshot = list(self._frame_buffer) + image_count = min(len(frames_snapshot), self._max_frames) + + messages = self._build_messages() + image_content: list[dict[str, Any]] = [ + {"type": "image"} for _ in range(image_count) + ] + image_content.append({"type": "text", "text": text or "Describe what you see."}) + + if messages and messages[-1]["role"] == "user": + messages[-1] = {"role": "user", "content": image_content} + else: + messages.append({"role": "user", "content": image_content}) + + inference_id = str(uuid.uuid4()) + + self.events.send( + VLMInferenceStartEvent( + plugin_name=self._plugin_name, + inference_id=inference_id, + model=self.model_id, + frames_count=len(frames_snapshot), + ) + ) + + request_start = time.perf_counter() + response = await self.create_response(messages=messages, frames=frames_snapshot) + latency_ms = (time.perf_counter() - request_start) * 1000 + + if response.exception is not None: + self.events.send( + VLMErrorEvent( + plugin_name=self._plugin_name, + inference_id=inference_id, + error=response.exception, + context="generation", + ) + ) + else: + self.events.send( + VLMInferenceCompletedEvent( + plugin_name=self._plugin_name, + inference_id=inference_id, + model=self.model_id, + text=response.text, + latency_ms=latency_ms, + frames_processed=len(frames_snapshot), + ) + ) + + return response + + async def create_response( + self, + messages: Optional[list[dict[str, Any]]] = None, + *, + frames: Optional[list[av.VideoFrame]] = None, + max_new_tokens: Optional[int] = None, + temperature: float = 0.7, + **kwargs: Any, + ) -> LLMResponseEvent: + """Generate a response from messages and optional video frames.""" + is_tool_followup = kwargs.pop("_tool_followup", False) + + if self._resources is None: + logger.error("Model not loaded. Ensure warmup() was called.") + return LLMResponseEvent(original=None, text="") + + if messages is None: + messages = self._build_messages() + if frames is None: + frames = list(self._frame_buffer) + + tools_param: Optional[list[dict[str, Any]]] = None + tools_spec = self.get_available_functions() + if tools_spec: + tools_param = convert_tools_to_chat_completions_format(tools_spec) + + max_tokens = max_new_tokens or self._max_new_tokens + + self.events.send( + LLMRequestStartedEvent( + plugin_name=self._plugin_name, + model=self.model_id, + streaming=False, + ) + ) + + request_start = time.perf_counter() + + try: + result_text = await asyncio.to_thread( + self._generate_with_frames, + messages, + frames, + tools_param, + max_tokens, + temperature, + ) + except (RuntimeError, ValueError) as e: + logger.exception("VLM generation failed") + self.events.send( + events.LLMErrorEvent( + plugin_name=self._plugin_name, + error_message=str(e), + event_data=e, + ) + ) + return LLMResponseEvent(original=None, text="", exception=e) + + if tools_param and result_text: + tool_calls = extract_tool_calls_from_text(result_text) + if tool_calls: + if is_tool_followup: + return LLMResponseEvent(original=None, text=result_text) + return await self._handle_tool_calls( + tool_calls, messages, frames, kwargs + ) + + latency_ms = (time.perf_counter() - request_start) * 1000 + response_id = str(uuid.uuid4()) + + self.events.send( + LLMResponseCompletedEvent( + plugin_name=self._plugin_name, + original=None, + text=result_text, + item_id=response_id, + latency_ms=latency_ms, + model=self.model_id, + ) + ) + + return LLMResponseEvent(original=None, text=result_text) + + def _build_messages(self) -> list[dict[str, Any]]: + return build_messages(self._instructions, self._conversation) + + def _convert_tools_to_provider_format( + self, tools: list[ToolSchema] + ) -> list[dict[str, Any]]: + return convert_tools_to_chat_completions_format(tools) + + async def _handle_tool_calls( + self, + tool_calls: list[NormalizedToolCallItem], + messages: list[dict[str, Any]], + frames: list[av.VideoFrame], + kwargs: dict[str, Any], + ) -> LLMResponseEvent: + async def _followup(msgs: list[dict[str, Any]]) -> LLMResponseEvent: + return await self.create_response( + messages=msgs, frames=frames, _tool_followup=True, **kwargs + ) + + return await run_local_tool_call_loop( + self, tool_calls, messages, _followup, max_tool_rounds=self._max_tool_rounds + ) + + def unload(self) -> None: + logger.info("Unloading model: %s", self.model_id) + self._resources = None + + @property + def is_loaded(self) -> bool: + return self._resources is not None From 17df0944a904d34e31f210d63d7c92788ff427d6 Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Tue, 7 Apr 2026 14:29:00 -0600 Subject: [PATCH 6/9] Add API for MLX models --- plugins/huggingface/pyproject.toml | 10 + .../plugins/huggingface/__init__.py | 32 ++ .../plugins/huggingface/mlx_llm.py | 224 +++++++++++ .../plugins/huggingface/mlx_vlm.py | 125 ++++++ .../plugins/huggingface/transformers_llm.py | 335 +++------------- .../plugins/huggingface/transformers_vlm.py | 378 +++--------------- uv.lock | 269 ++++++++++++- 7 files changed, 759 insertions(+), 614 deletions(-) create mode 100644 plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py create mode 100644 plugins/huggingface/vision_agents/plugins/huggingface/mlx_vlm.py diff --git a/plugins/huggingface/pyproject.toml b/plugins/huggingface/pyproject.toml index 493fb8f8..ec193740 100644 --- a/plugins/huggingface/pyproject.toml +++ b/plugins/huggingface/pyproject.toml @@ -27,6 +27,16 @@ transformers-quantized = [ "vision-agents-plugins-huggingface[transformers]", "bitsandbytes>=0.41.0", ] +mlx = [ + "mlx>=0.22.0", + "mlx-lm>=0.22.0", +] +mlx-vlm = [ + "mlx>=0.22.0", + "mlx-vlm>=0.4.0", + "av", + "aiortc", +] [project.urls] Documentation = "https://visionagents.ai/" diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/__init__.py b/plugins/huggingface/vision_agents/plugins/huggingface/__init__.py index e4b06ef1..07a72384 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/__init__.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/__init__.py @@ -22,3 +22,35 @@ ) else: raise + +try: + from .mlx_llm import MlxLLM + + __all__ += ["MlxLLM"] +except ImportError as e: + import warnings + + if e.name in {"mlx", "mlx_lm"}: + warnings.warn( + f"Optional dependency '{e.name}' is not installed. " + "Install the [mlx] extra to enable MLX plugins.", + stacklevel=2, + ) + else: + raise + +try: + from .mlx_vlm import MlxVLM + + __all__ += ["MlxVLM"] +except ImportError as e: + import warnings + + if e.name in {"mlx", "mlx_vlm", "av", "aiortc"}: + warnings.warn( + f"Optional dependency '{e.name}' is not installed. " + "Install the [mlx-vlm] extra to enable MLX VLM plugins.", + stacklevel=2, + ) + else: + raise diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py new file mode 100644 index 00000000..eda6d80e --- /dev/null +++ b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py @@ -0,0 +1,224 @@ +""" +MlxLLM - Local text LLM inference via Apple MLX. + +Runs quantized models on Apple Silicon using the mlx-lm library. + +Example: + from vision_agents.plugins.huggingface import MlxLLM + + llm = MlxLLM(model="mlx-community/gemma-4-e4b-it-8bit") +""" + +import asyncio +import logging +import threading +import time +import uuid +from typing import Any, Optional + +from mlx_lm import generate, load, stream_generate +from mlx_lm.sample_utils import make_sampler + +from vision_agents.core.llm.events import ( + LLMResponseChunkEvent, + LLMResponseCompletedEvent, +) +from vision_agents.core.llm.llm import LLMResponseEvent + +from . import events +from ._local_inference import LocalTextLLM + +logger = logging.getLogger(__name__) + + +class MlxModelResources: + """Container for a loaded MLX model and tokenizer.""" + + def __init__(self, model: Any, tokenizer: Any): + self.model = model + self.tokenizer = tokenizer + + +class MlxLLM(LocalTextLLM[MlxModelResources]): + """Local LLM inference using Apple MLX. + + Runs quantized models efficiently on Apple Silicon via the ``mlx-lm`` + library. Models from ``mlx-community`` on HuggingFace come pre-quantized. + + Args: + model: HuggingFace model ID (e.g. ``"mlx-community/gemma-4-e4b-it-8bit"``). + max_new_tokens: Default maximum tokens to generate per response. + max_tool_rounds: Maximum tool-call rounds per response (default 3). + """ + + _plugin_name = "mlx_llm" + + def _load_model_sync(self) -> MlxModelResources: + model, tokenizer = load(self.model_id) + return MlxModelResources(model=model, tokenizer=tokenizer) + + def _apply_template( + self, + messages: list[dict[str, Any]], + tools_param: Optional[list[dict[str, Any]]], + ) -> tuple[Any, bool] | None: + assert self._resources is not None + tokenizer = self._resources.tokenizer + template_kwargs: dict[str, Any] = {"add_generation_prompt": True} + if tools_param: + template_kwargs["tools"] = tools_param + + try: + prompt = tokenizer.apply_chat_template( + messages, tokenize=False, **template_kwargs + ) + return prompt, tools_param is not None + except (TypeError, ValueError) as e: + if tools_param: + logger.warning( + "apply_chat_template failed with tools, retrying without: %s", e + ) + template_kwargs.pop("tools", None) + prompt = tokenizer.apply_chat_template( + messages, tokenize=False, **template_kwargs + ) + return prompt, False + logger.exception("Failed to apply chat template") + return None + + async def _generate_streaming( + self, prepared_input: Any, max_tokens: int, temperature: float + ) -> LLMResponseEvent: + assert self._resources is not None + model = self._resources.model + tokenizer = self._resources.tokenizer + + request_start = time.perf_counter() + first_token_time: Optional[float] = None + text_chunks: list[str] = [] + chunk_index = 0 + response_id = str(uuid.uuid4()) + sampler = make_sampler(temperature) + + loop = asyncio.get_running_loop() + async_queue: asyncio.Queue[Optional[str]] = asyncio.Queue() + generation_error: Optional[RuntimeError | ValueError] = None + + def _stream_to_queue() -> None: + nonlocal generation_error + try: + for response in stream_generate( + model, + tokenizer, + prompt=prepared_input, + max_tokens=max_tokens, + sampler=sampler, + ): + loop.call_soon_threadsafe(async_queue.put_nowait, response.text) + except (RuntimeError, ValueError) as e: + generation_error = e + logger.exception("Generation failed") + finally: + loop.call_soon_threadsafe(async_queue.put_nowait, None) + + thread = threading.Thread(target=_stream_to_queue, daemon=True) + thread.start() + + while True: + item = await async_queue.get() + if item is None: + break + + if first_token_time is None: + first_token_time = time.perf_counter() + ttft_ms = (first_token_time - request_start) * 1000 + else: + ttft_ms = None + + text_chunks.append(item) + + self.events.send( + LLMResponseChunkEvent( + plugin_name=self._plugin_name, + content_index=None, + item_id=response_id, + output_index=0, + sequence_number=chunk_index, + delta=item, + is_first_chunk=(chunk_index == 0), + time_to_first_token_ms=ttft_ms, + ) + ) + chunk_index += 1 + + thread.join(timeout=5.0) + + if generation_error: + self.events.send( + events.LLMErrorEvent( + plugin_name=self._plugin_name, + error_message=str(generation_error), + event_data=generation_error, + ) + ) + return LLMResponseEvent(original=None, text="") + + total_text = "".join(text_chunks) + latency_ms = (time.perf_counter() - request_start) * 1000 + ttft_final = ( + (first_token_time - request_start) * 1000 if first_token_time else None + ) + + self.events.send( + LLMResponseCompletedEvent( + plugin_name=self._plugin_name, + original=None, + text=total_text, + item_id=response_id, + latency_ms=latency_ms, + time_to_first_token_ms=ttft_final, + model=self.model_id, + ) + ) + + return LLMResponseEvent(original=None, text=total_text) + + async def _generate_non_streaming( + self, + prepared_input: Any, + max_tokens: int, + temperature: float, + emit_events: bool, + ) -> LLMResponseEvent: + assert self._resources is not None + model = self._resources.model + tokenizer = self._resources.tokenizer + + request_start = time.perf_counter() + response_id = str(uuid.uuid4()) + sampler = make_sampler(temperature) + + result = await asyncio.to_thread( + generate, + model, + tokenizer, + prompt=prepared_input, + max_tokens=max_tokens, + sampler=sampler, + ) + text = result.text if hasattr(result, "text") else str(result) + + if emit_events: + latency_ms = (time.perf_counter() - request_start) * 1000 + self.events.send( + LLMResponseCompletedEvent( + plugin_name=self._plugin_name, + original=None, + text=text, + item_id=response_id, + latency_ms=latency_ms, + model=self.model_id, + ) + ) + + return LLMResponseEvent(original=None, text=text) diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/mlx_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_vlm.py new file mode 100644 index 00000000..60341264 --- /dev/null +++ b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_vlm.py @@ -0,0 +1,125 @@ +""" +MlxVLM - Local vision-language model inference via Apple MLX. + +Runs multimodal models on Apple Silicon using the mlx-vlm library. + +Example: + from vision_agents.plugins.huggingface import MlxVLM + + vlm = MlxVLM(model="mlx-community/gemma-4-e4b-it-8bit") +""" + +import logging +import os +import tempfile +from typing import Any, Optional + +import av +from mlx_vlm import generate, load +from mlx_vlm.prompt_utils import apply_chat_template +from mlx_vlm.utils import load_config + +from ._local_vlm import LocalVLM + +logger = logging.getLogger(__name__) + + +class MlxVLMResources: + """Container for a loaded MLX VLM model and processor.""" + + def __init__(self, model: Any, processor: Any, config: Any): + self.model = model + self.processor = processor + self.config = config + + +class MlxVLM(LocalVLM[MlxVLMResources]): + """Local VLM inference using Apple MLX. + + Runs vision-language models on Apple Silicon via the ``mlx-vlm`` library. + + Args: + model: HuggingFace model ID (e.g. ``"mlx-community/gemma-4-e4b-it-8bit"``). + fps: Frames per second to capture from video stream. + frame_buffer_seconds: Seconds of frames to keep in the buffer. + max_frames: Maximum frames to send per inference. + max_new_tokens: Default maximum tokens to generate per response. + max_tool_rounds: Maximum tool-call rounds per response (default 3). + """ + + _plugin_name = "mlx_vlm" + + def __init__(self, **kwargs: Any): + super().__init__(**kwargs) + self._multi_turn_warned = False + + def _load_model_sync(self) -> MlxVLMResources: + model, processor = load(self.model_id) + config = load_config(self.model_id) + return MlxVLMResources(model=model, processor=processor, config=config) + + def _generate_with_frames( + self, + messages: list[dict[str, Any]], + frames: list[av.VideoFrame], + tools_param: Optional[list[dict[str, Any]]], + max_tokens: int, + temperature: float, + ) -> str: + assert self._resources is not None + model = self._resources.model + processor = self._resources.processor + config = self._resources.config + + all_frames = list(frames) + if len(all_frames) > self._max_frames: + step = len(all_frames) / self._max_frames + all_frames = [all_frames[int(i * step)] for i in range(self._max_frames)] + + # mlx-vlm's apply_chat_template accepts a single prompt string + image + # count rather than a full message list, so only the last user text is + # passed. Multi-turn context is not supported by this API. + if len(messages) > 1 and not self._multi_turn_warned: + logger.warning( + "mlx-vlm only supports single-turn prompts; " + "prior conversation context (%d messages) will be dropped", + len(messages) - 1, + ) + self._multi_turn_warned = True + + last_user_text = "Describe what you see." + if messages: + last_content = messages[-1].get("content", "") + if isinstance(last_content, str): + last_user_text = last_content + elif isinstance(last_content, list): + for item in last_content: + if isinstance(item, dict) and item.get("type") == "text": + last_user_text = item.get("text", last_user_text) + break + + with tempfile.TemporaryDirectory() as tmpdir: + image_paths: list[str] = [] + for i, frame in enumerate(all_frames): + img = frame.to_image() + path = os.path.join(tmpdir, f"frame_{i}.png") + img.save(path, format="PNG") + image_paths.append(path) + + prompt = apply_chat_template( + processor, + config, + last_user_text, + num_images=len(image_paths), + ) + + result = generate( + model, + processor, + prompt=prompt, + image=image_paths if image_paths else None, + max_tokens=max_tokens, + temp=temperature, + ) + + return result.text if hasattr(result, "text") else str(result) diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py index 363eb600..7ac3bf4a 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py @@ -17,9 +17,7 @@ import asyncio import gc -import json import logging -import re import time import uuid from threading import Thread @@ -36,24 +34,21 @@ TextStreamer, ) from vision_agents.core.llm.events import ( - LLMRequestStartedEvent, LLMResponseChunkEvent, LLMResponseCompletedEvent, ) -from vision_agents.core.llm.llm import LLM, LLMResponseEvent -from vision_agents.core.llm.llm_types import NormalizedToolCallItem, ToolSchema -from vision_agents.core.warmup import Warmable +from vision_agents.core.llm.llm import LLMResponseEvent from . import events -from ._tool_call_loop import ( - convert_tools_to_chat_completions_format, - run_tool_call_loop, +from ._local_inference import LocalTextLLM + +# Re-exported for backward compatibility (tests import from this module). +from ._local_inference import ( + extract_tool_calls_from_text as extract_tool_calls_from_text, ) logger = logging.getLogger(__name__) -PLUGIN_NAME = "transformers_llm" - DeviceType = Literal["auto", "cuda", "mps", "cpu"] QuantizationType = Literal["none", "4bit", "8bit"] TorchDtypeType = Literal["auto", "float16", "bfloat16", "float32"] @@ -116,69 +111,6 @@ def get_quantization_config(quantization: QuantizationType) -> Optional[Any]: return None -convert_tools_to_transformers_format = convert_tools_to_chat_completions_format - - -def _extract_json_objects(text: str) -> list[dict[str, Any]]: - """Extract all top-level JSON objects from *text* using ``raw_decode``. - - Handles arbitrarily nested braces, unlike a regex approach. - """ - decoder = json.JSONDecoder() - objects: list[dict[str, Any]] = [] - idx = 0 - while idx < len(text): - idx = text.find("{", idx) - if idx == -1: - break - try: - obj, end = decoder.raw_decode(text, idx) - if isinstance(obj, dict): - objects.append(obj) - idx = end - except json.JSONDecodeError: - idx += 1 - return objects - - -def extract_tool_calls_from_text(text: str) -> list[NormalizedToolCallItem]: - """Parse tool calls from raw model output text. - - Supports: - - Hermes format: ``{"name": ..., "arguments": ...}`` - - Generic JSON: ``{"name": ..., "arguments": ...}`` - """ - tool_calls: list[NormalizedToolCallItem] = [] - - hermes_pattern = r"\s*(.*?)\s*" - for match in re.finditer(hermes_pattern, text, re.DOTALL): - for obj in _extract_json_objects(match.group(1)): - tool_calls.append( - { - "type": "tool_call", - "id": obj.get("id", str(uuid.uuid4())), - "name": obj.get("name", ""), - "arguments_json": obj.get("arguments", {}), - } - ) - - if tool_calls: - return tool_calls - - for obj in _extract_json_objects(text): - if "name" in obj and "arguments" in obj: - tool_calls.append( - { - "type": "tool_call", - "id": str(uuid.uuid4()), - "name": obj["name"], - "arguments_json": obj["arguments"], - } - ) - - return tool_calls - - class ModelResources: """Container for a loaded model, tokenizer, and target device.""" @@ -193,7 +125,7 @@ def __init__( self.device = device -class TransformersLLM(LLM, Warmable[ModelResources]): +class TransformersLLM(LocalTextLLM[ModelResources]): """Local LLM inference using HuggingFace Transformers. Unlike ``HuggingFaceLLM`` (API-based), this runs models directly on your @@ -209,6 +141,8 @@ class TransformersLLM(LLM, Warmable[ModelResources]): max_tool_rounds: Maximum tool-call rounds per response (default 3). """ + _plugin_name = "transformers_llm" + def __init__( self, model: str, @@ -219,28 +153,11 @@ def __init__( max_new_tokens: int = 512, max_tool_rounds: int = 3, ): - super().__init__() - - self.model_id = model + super().__init__(model, max_new_tokens, max_tool_rounds) self._device_config = device self._quantization = quantization self._torch_dtype_config = torch_dtype self._trust_remote_code = trust_remote_code - self._max_new_tokens = max_new_tokens - self._max_tool_rounds = max_tool_rounds - - self._resources: Optional[ModelResources] = None - - self.events.register_events_from_module(events) - - async def on_warmup(self) -> ModelResources: - logger.info(f"Loading model: {self.model_id}") - resources = await asyncio.to_thread(self._load_model_sync) - logger.info(f"Model loaded on device: {resources.device}") - return resources - - def on_warmed_up(self, resource: ModelResources) -> None: - self._resources = resource def _load_model_sync(self) -> ModelResources: torch_dtype = resolve_torch_dtype(self._torch_dtype_config) @@ -276,51 +193,15 @@ def _load_model_sync(self) -> ModelResources: device = next(model.parameters()).device return ModelResources(model=model, tokenizer=tokenizer, device=device) - async def simple_response( - self, - text: str, - participant: Optional[Any] = None, - ) -> LLMResponseEvent: - if self._conversation is None: - logger.warning( - "Conversation not initialized. Call set_conversation() first." - ) - return LLMResponseEvent(original=None, text="") - - if participant is None: - await self._conversation.send_message( - role="user", user_id="user", content=text - ) - - messages = self._build_messages() - return await self.create_response(messages=messages, stream=True) - - async def create_response( + def _apply_template( self, - messages: Optional[list[dict[str, Any]]] = None, - *, - stream: bool = True, - max_new_tokens: Optional[int] = None, - temperature: float = 0.7, - do_sample: bool = True, - **kwargs: Any, - ) -> LLMResponseEvent: - if self._resources is None: - logger.error("Model not loaded. Ensure warmup() was called.") - return LLMResponseEvent(original=None, text="") - - if messages is None: - messages = self._build_messages() - - model = self._resources.model + messages: list[dict[str, Any]], + tools_param: Optional[list[dict[str, Any]]], + ) -> tuple[Any, bool] | None: + assert self._resources is not None tokenizer = self._resources.tokenizer device = self._resources.device - tools_param: Optional[list[dict[str, Any]]] = None - tools_spec = self.get_available_functions() - if tools_spec: - tools_param = convert_tools_to_transformers_format(tools_spec) - template_kwargs: dict[str, Any] = { "add_generation_prompt": True, "return_dict": True, @@ -334,109 +215,35 @@ async def create_response( dict[str, Any], tokenizer.apply_chat_template(messages, **template_kwargs), ) + inputs = {k: v.to(device) for k, v in inputs.items()} + return inputs, tools_param is not None except (jinja2.TemplateError, TypeError, ValueError) as e: if tools_param: logger.warning( - f"apply_chat_template failed with tools, retrying without: {e}" + "apply_chat_template failed with tools, retrying without: %s", e ) template_kwargs.pop("tools", None) inputs = cast( dict[str, Any], tokenizer.apply_chat_template(messages, **template_kwargs), ) - tools_param = None - else: - logger.exception("Failed to apply chat template") - return LLMResponseEvent(original=None, text="") - - inputs = {k: v.to(device) for k, v in inputs.items()} - max_tokens = max_new_tokens or self._max_new_tokens - - # When tools are registered, always suppress streaming events and use - # non-streaming generation. The model output may contain tool call - # markup (e.g. …) that must not be spoken by - # TTS. We only emit the completed event once we confirm the response - # contains no tool calls (i.e. the final natural-language answer). - is_tool_followup = kwargs.pop("_tool_followup", False) - suppress_events = tools_param is not None - - self.events.send( - LLMRequestStartedEvent( - plugin_name=PLUGIN_NAME, - model=self.model_id, - streaming=stream and not suppress_events, - ) - ) - - if stream and not suppress_events: - result = await self._generate_streaming( - model, tokenizer, inputs, max_tokens, temperature, do_sample - ) - else: - result = await self._generate_non_streaming( - model, - tokenizer, - inputs, - max_tokens, - temperature, - do_sample, - emit_events=not suppress_events, - ) - - if suppress_events and result.text: - if logger.isEnabledFor(logging.DEBUG): - logger.debug("Raw model output (tools registered): %s", result.text) - tool_calls = extract_tool_calls_from_text(result.text) - if tool_calls: - if is_tool_followup: - # Return to run_tool_call_loop — it will handle these - # tool calls in the next round without nesting loops. - return result - return await self._handle_tool_calls(tool_calls, messages, kwargs) - # No tool calls — this is the final answer. Emit events - # that were suppressed during generation. Only emit a - # synthetic chunk when the caller requested streaming - # (needed for streaming-TTS sentence buffering). - response_id = str(uuid.uuid4()) - if stream: - self.events.send( - LLMResponseChunkEvent( - plugin_name=PLUGIN_NAME, - content_index=None, - item_id=response_id, - output_index=0, - sequence_number=0, - delta=result.text, - is_first_chunk=True, - time_to_first_token_ms=None, - ) - ) - self.events.send( - LLMResponseCompletedEvent( - plugin_name=PLUGIN_NAME, - original=None, - text=result.text, - item_id=response_id, - model=self.model_id, - ) - ) - - return result + inputs = {k: v.to(device) for k, v in inputs.items()} + return inputs, False + logger.exception("Failed to apply chat template") + return None async def _generate_streaming( - self, - model: PreTrainedModel, - tokenizer: PreTrainedTokenizerBase, - inputs: dict[str, Any], - max_new_tokens: int, - temperature: float, - do_sample: bool, + self, prepared_input: Any, max_tokens: int, temperature: float ) -> LLMResponseEvent: + assert self._resources is not None + model = self._resources.model + tokenizer = self._resources.tokenizer + loop = asyncio.get_running_loop() async_queue: asyncio.Queue[Optional[str]] = asyncio.Queue() class _AsyncBridgeStreamer(TextStreamer): - """Bridges token text to an ``asyncio.Queue`` without blocking the event loop.""" + """Bridges token text to an ``asyncio.Queue``.""" def on_finalized_text(self, text: str, stream_end: bool = False) -> None: loop.call_soon_threadsafe(async_queue.put_nowait, text) @@ -450,11 +257,11 @@ def on_finalized_text(self, text: str, stream_end: bool = False) -> None: ) generate_kwargs = { - **inputs, - "max_new_tokens": max_new_tokens, + **prepared_input, + "max_new_tokens": max_tokens, "streamer": streamer, - "do_sample": do_sample, - "temperature": temperature if do_sample else 1.0, + "do_sample": True, + "temperature": temperature, "pad_token_id": tokenizer.pad_token_id, } @@ -494,7 +301,7 @@ def run_generation() -> None: self.events.send( LLMResponseChunkEvent( - plugin_name=PLUGIN_NAME, + plugin_name=self._plugin_name, content_index=None, item_id=response_id, output_index=0, @@ -511,7 +318,7 @@ def run_generation() -> None: if generation_error: self.events.send( events.LLMErrorEvent( - plugin_name=PLUGIN_NAME, + plugin_name=self._plugin_name, error_message=str(generation_error), event_data=generation_error, ) @@ -526,7 +333,7 @@ def run_generation() -> None: self.events.send( LLMResponseCompletedEvent( - plugin_name=PLUGIN_NAME, + plugin_name=self._plugin_name, original=None, text=total_text, item_id=response_id, @@ -540,22 +347,23 @@ def run_generation() -> None: async def _generate_non_streaming( self, - model: PreTrainedModel, - tokenizer: PreTrainedTokenizerBase, - inputs: dict[str, Any], - max_new_tokens: int, + prepared_input: Any, + max_tokens: int, temperature: float, - do_sample: bool, - emit_events: bool = True, + emit_events: bool, ) -> LLMResponseEvent: + assert self._resources is not None + model = self._resources.model + tokenizer = self._resources.tokenizer + request_start = time.perf_counter() response_id = str(uuid.uuid4()) generate_kwargs = { - **inputs, - "max_new_tokens": max_new_tokens, - "do_sample": do_sample, - "temperature": temperature if do_sample else 1.0, + **prepared_input, + "max_new_tokens": max_tokens, + "do_sample": True, + "temperature": temperature, "pad_token_id": tokenizer.pad_token_id, } @@ -571,14 +379,14 @@ def _do_generate() -> Any: logger.exception("Generation failed") self.events.send( events.LLMErrorEvent( - plugin_name=PLUGIN_NAME, + plugin_name=self._plugin_name, error_message=str(e), event_data=e, ) ) return LLMResponseEvent(original=None, text="") - input_length = inputs["input_ids"].shape[1] + input_length = prepared_input["input_ids"].shape[1] generated_ids = outputs[0][input_length:] text = tokenizer.decode(generated_ids, skip_special_tokens=True) @@ -586,7 +394,7 @@ def _do_generate() -> Any: latency_ms = (time.perf_counter() - request_start) * 1000 self.events.send( LLMResponseCompletedEvent( - plugin_name=PLUGIN_NAME, + plugin_name=self._plugin_name, original=outputs, text=text, item_id=response_id, @@ -597,47 +405,8 @@ def _do_generate() -> Any: return LLMResponseEvent(original=outputs, text=text) - def _build_messages(self) -> list[dict[str, Any]]: - messages: list[dict[str, Any]] = [] - if self._instructions: - messages.append({"role": "system", "content": self._instructions}) - if self._conversation: - for msg in self._conversation.messages: - messages.append({"role": msg.role, "content": msg.content}) - return messages - - def _convert_tools_to_provider_format( - self, tools: list[ToolSchema] - ) -> list[dict[str, Any]]: - return convert_tools_to_transformers_format(tools) - - async def _handle_tool_calls( - self, - tool_calls: list[NormalizedToolCallItem], - messages: list[dict[str, Any]], - kwargs: dict[str, Any], - ) -> LLMResponseEvent: - """Execute tool calls and generate follow-up responses.""" - - async def _generate_followup( - current_messages: list[dict[str, Any]], - ) -> tuple[LLMResponseEvent, list[NormalizedToolCallItem]]: - result = await self.create_response( - messages=current_messages, _tool_followup=True, **kwargs - ) - next_calls = extract_tool_calls_from_text(result.text) - return result, next_calls - - return await run_tool_call_loop( - self, - tool_calls, - messages, - _generate_followup, - max_rounds=self._max_tool_rounds, - ) - def unload(self) -> None: - logger.info(f"Unloading model: {self.model_id}") + logger.info("Unloading model: %s", self.model_id) if self._resources is not None: del self._resources.model del self._resources.tokenizer @@ -648,10 +417,6 @@ def unload(self) -> None: torch.cuda.empty_cache() logger.debug("Cleared CUDA cache") - @property - def is_loaded(self) -> bool: - return self._resources is not None - @property def device(self) -> Optional[torch.device]: if self._resources: diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py index 3845d84a..146fe51a 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py @@ -15,41 +15,19 @@ ) """ -import asyncio import gc import logging -import time -import uuid -from collections import deque from typing import Any, Callable, Optional, cast import av import jinja2 import torch -from aiortc.mediastreams import MediaStreamTrack, VideoStreamTrack from transformers import AutoModelForImageTextToText, AutoProcessor, PreTrainedModel -from vision_agents.core.llm.events import ( - LLMRequestStartedEvent, - LLMResponseCompletedEvent, - VLMErrorEvent, - VLMInferenceCompletedEvent, - VLMInferenceStartEvent, -) -from vision_agents.core.llm.llm import LLMResponseEvent, VideoLLM -from vision_agents.core.llm.llm_types import NormalizedToolCallItem, ToolSchema -from vision_agents.core.utils.video_forwarder import VideoForwarder -from vision_agents.core.warmup import Warmable - -from . import events -from ._tool_call_loop import ( - convert_tools_to_chat_completions_format, - run_tool_call_loop, -) +from ._local_vlm import LocalVLM from .transformers_llm import ( DeviceType, QuantizationType, TorchDtypeType, - extract_tool_calls_from_text, get_quantization_config, resolve_device, resolve_torch_dtype, @@ -57,8 +35,6 @@ logger = logging.getLogger(__name__) -PLUGIN_NAME = "transformers_vlm" - class VLMResources: """Container for a loaded VLM model, processor, and target device.""" @@ -74,7 +50,7 @@ def __init__( self.device = device -class TransformersVLM(VideoLLM, Warmable[VLMResources]): +class TransformersVLM(LocalVLM[VLMResources]): """Local VLM inference using HuggingFace Transformers. Unlike ``HuggingFaceVLM`` (API-based), this runs vision-language models @@ -93,6 +69,8 @@ class TransformersVLM(VideoLLM, Warmable[VLMResources]): max_tool_rounds: Maximum tool-call rounds per response (default 3). """ + _plugin_name = "transformers_vlm" + def __init__( self, model: str, @@ -107,36 +85,19 @@ def __init__( max_tool_rounds: int = 3, do_sample: bool = True, ): - super().__init__() - - self.model_id = model + super().__init__( + model, + fps, + frame_buffer_seconds, + max_frames, + max_new_tokens, + max_tool_rounds, + ) self._device_config = device self._quantization = quantization self._torch_dtype_config = torch_dtype self._trust_remote_code = trust_remote_code - self._max_new_tokens = max_new_tokens - self._max_tool_rounds = max_tool_rounds self._do_sample = do_sample - self._fps = fps - self._max_frames = max_frames - - self._resources: Optional[VLMResources] = None - - self._video_forwarder: Optional[VideoForwarder] = None - self._frame_buffer: deque[av.VideoFrame] = deque( - maxlen=fps * frame_buffer_seconds - ) - - self.events.register_events_from_module(events) - - async def on_warmup(self) -> VLMResources: - logger.info(f"Loading VLM: {self.model_id}") - resources = await asyncio.to_thread(self._load_model_sync) - logger.info(f"VLM loaded on device: {resources.device}") - return resources - - def on_warmed_up(self, resource: VLMResources) -> None: - self._resources = resource def _load_model_sync(self) -> VLMResources: torch_dtype = resolve_torch_dtype(self._torch_dtype_config) @@ -170,263 +131,57 @@ def _load_model_sync(self) -> VLMResources: device = next(model.parameters()).device return VLMResources(model=model, processor=processor, device=device) - async def watch_video_track( + def _generate_with_frames( self, - track: MediaStreamTrack, - shared_forwarder: Optional[VideoForwarder] = None, - ) -> None: - if self._video_forwarder is not None and shared_forwarder is None: - logger.warning("Video forwarder already running, stopping the previous one") - await self._video_forwarder.stop() - self._video_forwarder = None - - logger.info(f'Subscribing plugin "{PLUGIN_NAME}" to VideoForwarder') - - if shared_forwarder: - self._video_forwarder = shared_forwarder - else: - self._video_forwarder = VideoForwarder( - cast(VideoStreamTrack, track), - max_buffer=10, - fps=self._fps, - name=f"{PLUGIN_NAME}_forwarder", - ) - self._video_forwarder.start() - - self._video_forwarder.add_frame_handler( - self._frame_buffer.append, fps=self._fps - ) - - async def stop_watching_video_track(self) -> None: - if self._video_forwarder is not None: - await self._video_forwarder.remove_frame_handler(self._frame_buffer.append) - self._video_forwarder = None - logger.info(f"Stopped video forwarding to {PLUGIN_NAME}") - - async def simple_response( - self, - text: str, - participant: Optional[Any] = None, - ) -> LLMResponseEvent: - if self._conversation is None: - logger.warning( - "Conversation not initialized. Call set_conversation() first." - ) - return LLMResponseEvent(original=None, text="") - - if self._resources is None: - logger.error("Model not loaded. Ensure warmup() was called.") - return LLMResponseEvent(original=None, text="") - - if participant is None: - await self._conversation.send_message( - role="user", user_id="user", content=text - ) - - frames_snapshot = list(self._frame_buffer) - image_count = min(len(frames_snapshot), self._max_frames) - - messages = self._build_messages() - image_content: list[dict[str, Any]] = [ - {"type": "image"} for _ in range(image_count) - ] - image_content.append({"type": "text", "text": text or "Describe what you see."}) - - if messages and messages[-1]["role"] == "user": - messages[-1] = {"role": "user", "content": image_content} - else: - messages.append({"role": "user", "content": image_content}) - - inference_id = str(uuid.uuid4()) - - self.events.send( - VLMInferenceStartEvent( - plugin_name=PLUGIN_NAME, - inference_id=inference_id, - model=self.model_id, - frames_count=len(frames_snapshot), - ) - ) - - request_start = time.perf_counter() - response = await self.create_response(messages=messages, frames=frames_snapshot) - latency_ms = (time.perf_counter() - request_start) * 1000 - - if response.exception is not None: - self.events.send( - VLMErrorEvent( - plugin_name=PLUGIN_NAME, - inference_id=inference_id, - error=response.exception, - context="generation", - ) - ) - else: - self.events.send( - VLMInferenceCompletedEvent( - plugin_name=PLUGIN_NAME, - inference_id=inference_id, - model=self.model_id, - text=response.text, - latency_ms=latency_ms, - frames_processed=len(frames_snapshot), - ) - ) - - return response + messages: list[dict[str, Any]], + frames: list[av.VideoFrame], + tools_param: Optional[list[dict[str, Any]]], + max_tokens: int, + temperature: float, + ) -> str: + assert self._resources is not None + model = self._resources.model + processor = self._resources.processor + device = self._resources.device - async def create_response( - self, - messages: Optional[list[dict[str, Any]]] = None, - *, - frames: Optional[list[av.VideoFrame]] = None, - max_new_tokens: Optional[int] = None, - temperature: float = 0.7, - do_sample: Optional[bool] = None, - **kwargs: Any, - ) -> LLMResponseEvent: - """Generate a response from messages and optional video frames. - - Args: - messages: Chat messages. If ``None``, builds from conversation history. - frames: Video frames to include. If ``None``, uses the current buffer. - max_new_tokens: Override the default max token count. - temperature: Sampling temperature. - do_sample: Whether to use sampling (vs greedy). - """ - is_tool_followup = kwargs.pop("_tool_followup", False) - if do_sample is None: - do_sample = self._do_sample - - if self._resources is None: - logger.error("Model not loaded. Ensure warmup() was called.") - return LLMResponseEvent(original=None, text="") - - if messages is None: - messages = self._build_messages() - if frames is None: - frames = list(self._frame_buffer) - - tools_param: Optional[list[dict[str, Any]]] = None - tools_spec = self.get_available_functions() - if tools_spec: - tools_param = convert_tools_to_chat_completions_format(tools_spec) + all_frames = list(frames) + if len(all_frames) > self._max_frames: + step = len(all_frames) / self._max_frames + all_frames = [all_frames[int(i * step)] for i in range(self._max_frames)] - try: - inputs = await asyncio.to_thread( - self._build_processor_inputs, messages, frames, tools_param - ) - except (jinja2.TemplateError, TypeError, ValueError, RuntimeError) as e: - logger.exception("Failed to build VLM inputs") - return LLMResponseEvent(original=None, text="", exception=e) + images = [frame.to_image() for frame in all_frames] - device = self._resources.device + inputs = self._build_processor_inputs(processor, messages, images, tools_param) inputs = { k: v.to(device) if isinstance(v, torch.Tensor) else v for k, v in inputs.items() } - max_tokens = max_new_tokens or self._max_new_tokens - model = self._resources.model - processor = self._resources.processor pad_token_id = processor.tokenizer.pad_token_id + gen_kwargs: dict[str, Any] = { + **inputs, + "max_new_tokens": max_tokens, + "do_sample": self._do_sample, + "temperature": temperature if self._do_sample else 1.0, + } + if pad_token_id is not None: + gen_kwargs["pad_token_id"] = pad_token_id - self.events.send( - LLMRequestStartedEvent( - plugin_name=PLUGIN_NAME, - model=self.model_id, - streaming=False, - ) - ) - - request_start = time.perf_counter() - - def _do_generate() -> Any: - gen_kwargs: dict[str, Any] = { - **inputs, - "max_new_tokens": max_tokens, - "do_sample": do_sample, - "temperature": temperature if do_sample else 1.0, - } - if pad_token_id is not None: - gen_kwargs["pad_token_id"] = pad_token_id - with torch.no_grad(): - return cast(Callable[..., torch.Tensor], model.generate)(**gen_kwargs) - - try: - outputs = await asyncio.to_thread(_do_generate) - except RuntimeError as e: - logger.exception("VLM generation failed") - self.events.send( - events.LLMErrorEvent( - plugin_name=PLUGIN_NAME, - error_message=str(e), - event_data=e, - ) - ) - return LLMResponseEvent(original=None, text="", exception=e) + with torch.no_grad(): + outputs = cast(Callable[..., torch.Tensor], model.generate)(**gen_kwargs) input_length = inputs["input_ids"].shape[1] generated_ids = outputs[0][input_length:] - output_text = processor.decode(generated_ids, skip_special_tokens=True) - - if tools_param and output_text: - tool_calls = extract_tool_calls_from_text(output_text) - if tool_calls: - if is_tool_followup: - # Return to run_tool_call_loop — it will handle these - # tool calls in the next round without nesting loops. - return LLMResponseEvent(original=outputs, text=output_text) - return await self._handle_tool_calls( - tool_calls, messages, frames, kwargs - ) - - latency_ms = (time.perf_counter() - request_start) * 1000 - response_id = str(uuid.uuid4()) - - self.events.send( - LLMResponseCompletedEvent( - plugin_name=PLUGIN_NAME, - original=outputs, - text=output_text, - item_id=response_id, - latency_ms=latency_ms, - model=self.model_id, - ) - ) - - return LLMResponseEvent(original=outputs, text=output_text) - - def _build_messages(self) -> list[dict[str, Any]]: - messages: list[dict[str, Any]] = [] - if self._instructions: - messages.append({"role": "system", "content": self._instructions}) - if self._conversation: - for msg in self._conversation.messages: - messages.append({"role": msg.role, "content": msg.content}) - return messages + return processor.decode(generated_ids, skip_special_tokens=True) + @staticmethod def _build_processor_inputs( - self, + processor: Any, messages: list[dict[str, Any]], - frames: list[av.VideoFrame], - tools: Optional[list[dict[str, Any]]] = None, + images: list[Any], + tools: Optional[list[dict[str, Any]]], ) -> dict[str, Any]: - """Build processor inputs from messages, video frames, and optional tools. - - Samples frames evenly to stay within ``max_frames``, converts them to - PIL images, then applies the processor's chat template. - """ - assert self._resources is not None - processor = self._resources.processor - - all_frames = list(frames) - if len(all_frames) > self._max_frames: - step = len(all_frames) / self._max_frames - all_frames = [all_frames[int(i * step)] for i in range(self._max_frames)] - - images = [frame.to_image() for frame in all_frames] - + """Build processor inputs from messages, images, and optional tools.""" template_kwargs: dict[str, Any] = { "add_generation_prompt": True, "return_dict": True, @@ -452,7 +207,7 @@ def _build_processor_inputs( except (jinja2.TemplateError, TypeError, ValueError) as e: if tools: logger.warning( - f"apply_chat_template failed with tools, retrying without: {e}" + "apply_chat_template failed with tools, retrying without: %s", e ) template_kwargs.pop("tools", None) result = processor.apply_chat_template( @@ -469,7 +224,9 @@ def _build_processor_inputs( ) return result - logger.warning(f"processor.apply_chat_template failed, using fallback: {e}") + logger.warning( + "processor.apply_chat_template failed, using fallback: %s", e + ) prompt = "Describe what you see." if messages: last_content = messages[-1].get("content", prompt) @@ -487,39 +244,8 @@ def _build_processor_inputs( padding=True, ) - def _convert_tools_to_provider_format( - self, tools: list[ToolSchema] - ) -> list[dict[str, Any]]: - return convert_tools_to_chat_completions_format(tools) - - async def _handle_tool_calls( - self, - tool_calls: list[NormalizedToolCallItem], - messages: list[dict[str, Any]], - frames: list[av.VideoFrame], - kwargs: dict[str, Any], - ) -> LLMResponseEvent: - """Execute tool calls and generate follow-up responses with the same frames.""" - - async def _generate_followup( - current_messages: list[dict[str, Any]], - ) -> tuple[LLMResponseEvent, list[NormalizedToolCallItem]]: - result = await self.create_response( - messages=current_messages, frames=frames, _tool_followup=True, **kwargs - ) - next_calls = extract_tool_calls_from_text(result.text) - return result, next_calls - - return await run_tool_call_loop( - self, - tool_calls, - messages, - _generate_followup, - max_rounds=self._max_tool_rounds, - ) - def unload(self) -> None: - logger.info(f"Unloading VLM: {self.model_id}") + logger.info("Unloading VLM: %s", self.model_id) if self._resources is not None: del self._resources.model del self._resources.processor @@ -530,10 +256,6 @@ def unload(self) -> None: torch.cuda.empty_cache() logger.debug("Cleared CUDA cache") - @property - def is_loaded(self) -> bool: - return self._resources is not None - @property def device(self) -> Optional[torch.device]: if self._resources: diff --git a/uv.lock b/uv.lock index d85e7102..05554c81 100644 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{ name = "mlx-lm" }, +] +mlx-vlm = [ + { name = "mlx" }, + { name = "mlx-vlm" }, +] transformers = [ { name = "accelerate" }, { name = "opencv-python" }, @@ -7345,6 +7608,10 @@ requires-dist = [ { name = "accelerate", marker = "extra == 'transformers-quantized'", specifier = ">=0.25.0,<2" }, { name = "bitsandbytes", marker = "extra == 'transformers-quantized'", specifier = ">=0.41.0" }, { name = "huggingface-hub", specifier = ">=0.20.0,<2" }, + { name = "mlx", marker = "extra == 'mlx'", specifier = ">=0.22.0" }, + { name = "mlx", marker = "extra == 'mlx-vlm'", specifier = ">=0.22.0" }, + { name = "mlx-lm", marker = "extra == 'mlx'", specifier = ">=0.22.0" }, + { name = "mlx-vlm", marker = "extra == 'mlx-vlm'", specifier = ">=0.4.0" }, { name = "opencv-python", marker = "extra == 'transformers'", specifier = ">=4.8.0,<5" }, { name = "opencv-python", marker = "extra == 'transformers-quantized'", specifier = ">=4.8.0,<5" }, { name = "supervision", marker = "extra == 'transformers'", specifier = ">=0.21.0,<1" }, @@ -7355,7 +7622,7 @@ requires-dist = [ { name = "transformers", marker = "extra == 'transformers-quantized'", specifier = ">=5.3.0,<6" }, { name = "vision-agents", editable = "agents-core" }, ] -provides-extras = ["transformers", "transformers-quantized"] +provides-extras = ["mlx", "mlx-vlm", "transformers", "transformers-quantized"] [package.metadata.requires-dev] dev = [ From 6dafa407c9c2759a62cc78294b1c91afa84ca87a Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Tue, 7 Apr 2026 14:29:22 -0600 Subject: [PATCH 7/9] Convert example to use Gemma MLX Quant --- .../12_resale_advisor_example/pyproject.toml | 6 +- .../resale_advisor_example.py | 68 ++++++------------- 2 files changed, 22 insertions(+), 52 deletions(-) diff --git a/examples/12_resale_advisor_example/pyproject.toml b/examples/12_resale_advisor_example/pyproject.toml index 1490bb48..a697b0a2 100644 --- a/examples/12_resale_advisor_example/pyproject.toml +++ b/examples/12_resale_advisor_example/pyproject.toml @@ -5,12 +5,12 @@ requires-python = ">=3.10" dependencies = [ "python-dotenv>=1.0", - "vision-agents-plugins-huggingface[transformers]", + "vision-agents-plugins-huggingface[mlx-vlm,transformers]", "vision-agents-plugins-getstream", "vision-agents-plugins-deepgram", "vision-agents", - "timm", - "aiohttp", + "mlx-vlm", + "torchvision", ] [tool.uv.sources] diff --git a/examples/12_resale_advisor_example/resale_advisor_example.py b/examples/12_resale_advisor_example/resale_advisor_example.py index 1bf75209..54f3ba8b 100644 --- a/examples/12_resale_advisor_example/resale_advisor_example.py +++ b/examples/12_resale_advisor_example/resale_advisor_example.py @@ -1,33 +1,28 @@ """ -Voice AI with Gemma 4 - Local Tool-Calling Agent +Vision AI with Gemma 4 - Local VLM Agent (MLX) -A real-time voice assistant powered by Gemma 4 running entirely on your hardware. -Demonstrates how to build a voice AI agent with tool calling using local models: +A real-time vision + voice assistant powered by Gemma 4 E4B running on Apple +Silicon via MLX. Demonstrates how to build a multimodal AI agent that can see +the user's video feed and respond with voice: -- Gemma 4 E2B for text generation and tool calling (~5GB) +- Gemma 4 E4B (8-bit quantized) via mlx-vlm for vision-language inference - Deepgram for speech-to-text and text-to-speech - GetStream for real-time communication -The user speaks naturally and the agent responds with voice, calling tools -to look up live information (weather, web searches, unit conversions, etc). +The user speaks naturally and the agent responds with voice, describing what +it sees and answering questions about the video feed. Requirements: - STREAM_API_KEY and STREAM_API_SECRET environment variables - DEEPGRAM_API_KEY environment variable -- GPU with ~6GB VRAM recommended (or Apple Silicon with 16GB+ unified memory) +- Apple Silicon Mac with 16GB+ unified memory -First run will download Gemma 4 E2B (~5GB). - -Note: Gemma 4 also supports vision (VLM) via TransformersVLM for camera-based -use-cases, but the multimodal variant (E4B) requires ~16GB VRAM / 32GB unified -memory. See TransformersVLM in the huggingface plugin for details. +First run will download the MLX model (~8GB). """ import asyncio import logging -import urllib.parse -import aiohttp from dotenv import load_dotenv from vision_agents.core import Agent, Runner, User from vision_agents.core.agents import AgentLauncher @@ -38,48 +33,23 @@ load_dotenv() SYSTEM_PROMPT = ( - "You are a helpful voice assistant running on a local Gemma 4 model. " - "You can search the web and check the weather using your tools. " - "Always use a tool when the user asks a factual question you're unsure about. " + "You are a vision assistant running on a local Gemma 4 model. " + "You can see the user's camera feed. Describe what you see concisely. " "Speak naturally, as if having a conversation. No lists or formatting. " "Never use emojis or special characters. Keep responses under 50 words." ) -async def get_weather(location: str) -> str: - """Get current weather for a location using wttr.in.""" - logger.info(f" [tool] get_weather({location!r})") - encoded = urllib.parse.quote_plus(location) - url = f"https://wttr.in/{encoded}?format=%C+%t+%h+%w" - try: - async with aiohttp.ClientSession() as session: - async with session.get( - url, timeout=aiohttp.ClientTimeout(total=10) - ) as resp: - return await resp.text() - except (aiohttp.ClientError, TimeoutError) as e: - logger.error(f"Weather lookup failed: {e}") - return f"Weather lookup failed: {e}" - async def create_agent(**kwargs) -> Agent: - """Create a voice AI agent with Gemma 4 and tool calling.""" - llm = huggingface.TransformersLLM( - model="google/gemma-4-E2B-it", - ) - - llm.register_function( - "get_weather", - description=( - "Get current weather for a location. " - "Pass a city name like 'San Francisco' or 'London'." - ), - )(get_weather) - + """Create a vision AI agent with Gemma 4 VLM.""" agent = Agent( edge=getstream.Edge(), - agent_user=User(name="Voice Assistant", id="agent"), + agent_user=User(name="Vision Assistant", id="agent"), instructions=SYSTEM_PROMPT, - llm=llm, + llm=huggingface.MlxVLM( + model="mlx-community/gemma-4-e4b-it-8bit", + max_new_tokens=150, + ), tts=deepgram.TTS(), stt=deepgram.STT(), ) @@ -91,12 +61,12 @@ async def join_call(agent: Agent, call_type: str, call_id: str, **kwargs) -> Non """Join the call and run the agent.""" call = await agent.create_call(call_type, call_id) - logger.info("Starting Voice Assistant...") + logger.info("Starting Vision Assistant...") async with agent.join(call): await asyncio.sleep(2) await agent.llm.simple_response( - text="Greet the user briefly. Tell them you can help answer questions, search the web, and check the weather.", + text="Greet the user briefly. Tell them you can see their camera and can describe what you see.", ) await agent.finish() From cad81d7a10616fc2c84a3a9ca08cc3034401667e Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Tue, 7 Apr 2026 15:49:32 -0600 Subject: [PATCH 8/9] Add huggingface to root toml --- pyproject.toml | 3 ++- uv.lock | 26 +++++++++++++++----------- 2 files changed, 17 insertions(+), 12 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 5ac63969..3f6d4372 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,7 +19,6 @@ vision-agents-plugins-pocket = { workspace = true } vision-agents-plugins-qwen = { workspace = true } vision-agents-plugins-xai = { workspace = true } vision-agents-plugins-getstream = { workspace = true } -vision-agents-plugins-huggingface = { workspace = true } vision-agents-plugins-ultralytics = { workspace = true } vision-agents-plugins-smart-turn = { workspace = true } vision-agents-plugins-wizper = { workspace = true } @@ -38,6 +37,7 @@ vision-agents-plugins-mistral = { workspace = true } vision-agents-plugins-assemblyai = { workspace = true } vision-agents-plugins-local = { workspace = true } vision-agents-plugins-anam = { workspace = true } +vision-agents-plugins-huggingface = { workspace = true } [tool.uv] # Workspace-level override to resolve numpy version conflicts @@ -120,6 +120,7 @@ dev = [ "asgi-lifespan>=2.1.0", "testcontainers[redis]>=4.0.0", "redis[hiredis]>=5.0.0", + "vision-agents-plugins-huggingface[mlx-vlm]", ] [tool.mypy] diff --git a/uv.lock b/uv.lock index 05554c81..fc66c09b 100644 --- a/uv.lock +++ b/uv.lock @@ -54,11 +54,10 @@ dev = [ { name = "aiofiles", specifier = ">=25.1.0" }, { name = "asgi-lifespan", specifier = ">=2.1.0" }, { name = "blockbuster", specifier = ">=1.5.5,<1.6" }, - { name = "fastmcp", specifier = ">=2.14.0" }, + { name = "fastmcp", specifier = ">=3.2.0" }, { name = "hatch", specifier = ">=1.14.2" }, { name = "hatch-vcs", specifier = ">=0.5.0" }, - { name = "mistralai", extras = ["realtime"], specifier = ">=1.12.0" }, - { name = "mypy", extras = ["mypyc", "faster-cache"] }, + { name = "mypy", extras = ["mypyc", "faster-cache"], specifier = ">=1.19,<1.20" }, { name = "opentelemetry-exporter-otlp", specifier = ">=1.37.0" }, { name = "pip", specifier = ">=25.2" }, { name = "pre-commit" }, @@ -73,6 +72,7 @@ dev = [ { name = "scalene", specifier = ">=1.5.54" }, { name = "testcontainers", extras = ["redis"], specifier = ">=4.0.0" }, { name = "toml", specifier = ">=0.10.2" }, + { name = "vision-agents-plugins-huggingface", extras = ["mlx-vlm"], editable = "plugins/huggingface" }, ] [[package]] @@ -1651,7 +1651,7 @@ wheels = [ [[package]] name = "fastmcp" -version = "3.1.1" +version = "3.2.0" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "authlib" }, @@ -1676,9 +1676,9 @@ dependencies = [ { name = "watchfiles" }, { name = "websockets" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/25/83/c95d3bf717698a693eccb43e137a32939d2549876e884e246028bff6ecce/fastmcp-3.1.1.tar.gz", hash = "sha256:db184b5391a31199323766a3abf3a8bfbb8010479f77eca84c0e554f18655c48", size = 17347644, upload-time = "2026-03-14T19:12:20.235Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d0/32/4f1b2cfd7b50db89114949f90158b1dcc2c92a1917b9f57c0ff24e47a2f4/fastmcp-3.2.0.tar.gz", hash = "sha256:d4830b8ffc3592d3d9c76dc0f398904cf41f04910e41a0de38cc1004e0903bef", size = 26318581, upload-time = "2026-03-30T20:25:37.692Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/70/ea/570122de7e24f72138d006f799768e14cc1ccf7fcb22b7750b2bd276c711/fastmcp-3.1.1-py3-none-any.whl", hash = "sha256:8132ba069d89f14566b3266919d6d72e2ec23dd45d8944622dca407e9beda7eb", size = 633754, upload-time = "2026-03-14T19:12:22.736Z" }, + { url = "https://files.pythonhosted.org/packages/4f/67/684fa2d2de1e7504549d4ca457b4f854ccec3cd3be03bd86b33b599fbf58/fastmcp-3.2.0-py3-none-any.whl", hash = "sha256:e71aba3df16f86f546a4a9e513261d3233bcc92bef0dfa647bac3fa33623f681", size = 705550, upload-time = "2026-03-30T20:25:35.499Z" }, ] [[package]] @@ -1875,7 +1875,7 @@ http = [ [[package]] name = "getstream" -version = "3.0.2" +version = "3.1.2" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "dataclasses-json" }, @@ -1890,9 +1890,9 @@ dependencies = [ { name = "python-dateutil" }, { name = "twirp" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8c/fb/ef1853a5df0d6fa47269954888d80bcba39ab88237faabcd6dc1ff491256/getstream-3.0.2.tar.gz", hash = "sha256:01a242c3b7eef429e7e4574b92065eb98d6ad535512b6c37e402f39824ac6868", size = 489789, upload-time = "2026-03-27T10:24:31.388Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b9/76/97559901a908e662f1d94230dada0b4a1f29aa59b28922acba5617ff76e4/getstream-3.1.2.tar.gz", hash = "sha256:6ff9452dbc562e40793bea6397c8dd1dcabbec68cf8b39f537173e680e265b0c", size = 525297, upload-time = "2026-04-07T16:06:29.135Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/eb/28/a0bf1ce06e9b193a318f5b0905ae3f325f3f87a4b5bd064ec21ec808434f/getstream-3.0.2-py3-none-any.whl", hash = "sha256:6c40cdef935629e0ab3f68ac4ee66325ba9f84db08fc9e7a8d86c69f34ca11e6", size = 296519, upload-time = "2026-03-27T10:24:32.806Z" }, + { url = "https://files.pythonhosted.org/packages/9b/da/bba16c058dd88084f651e1bccdc31c740455ed652a16480e287f3efaf06b/getstream-3.1.2-py3-none-any.whl", hash = "sha256:49a9ba00273f41898657eb53268afc8531a8e0c4b5e47f4a1a03ba4de3315541", size = 333203, upload-time = "2026-04-07T16:06:30.558Z" }, ] [package.optional-dependencies] @@ -7121,7 +7121,7 @@ requires-dist = [ { name = "click", marker = "extra == 'dev'" }, { name = "colorlog", specifier = ">=6.10.1" }, { name = "fastapi", specifier = ">=0.135.1" }, - { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=3.0.1,<4" }, + { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=3.1.2,<4" }, { name = "mcp", specifier = ">=1.23.3,<2" }, { name = "mypy", marker = "extra == 'dev'" }, { name = "numpy", specifier = ">=1.24.0" }, @@ -7525,7 +7525,7 @@ dev = [ [package.metadata] requires-dist = [ - { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=3.0.1,<4" }, + { name = "getstream", extras = ["telemetry", "webrtc"], specifier = ">=3.1.2,<4" }, { name = "vision-agents", editable = "agents-core" }, ] @@ -7577,6 +7577,8 @@ mlx = [ { name = "mlx-lm" }, ] mlx-vlm = [ + { name = "aiortc" }, + { name = "av" }, { name = "mlx" }, { name = "mlx-vlm" }, ] @@ -7606,6 +7608,8 @@ dev = [ requires-dist = [ { name = "accelerate", marker = "extra == 'transformers'", specifier = ">=0.25.0,<2" }, { name = "accelerate", marker = "extra == 'transformers-quantized'", specifier = ">=0.25.0,<2" }, + { name = "aiortc", marker = "extra == 'mlx-vlm'" }, + { name = "av", marker = "extra == 'mlx-vlm'" }, { name = "bitsandbytes", marker = "extra == 'transformers-quantized'", specifier = ">=0.41.0" }, { name = "huggingface-hub", specifier = ">=0.20.0,<2" }, { name = "mlx", marker = "extra == 'mlx'", specifier = ">=0.22.0" }, From 61861f14b345460bb61041c52656f40e6fc8fc71 Mon Sep 17 00:00:00 2001 From: "Neevash Ramdial (Nash)" Date: Tue, 7 Apr 2026 16:45:53 -0600 Subject: [PATCH 9/9] Fixes for formatting and mypy --- plugins/huggingface/tests/test_transformers_vlm.py | 6 +++--- .../vision_agents/plugins/huggingface/mlx_llm.py | 4 ++-- .../plugins/huggingface/transformers_detection.py | 4 +++- .../vision_agents/plugins/huggingface/transformers_llm.py | 8 ++++---- .../vision_agents/plugins/huggingface/transformers_vlm.py | 4 ++-- plugins/roboflow/tests/test_roboflow.py | 3 ++- .../plugins/roboflow/roboflow_local_processor.py | 4 ++-- 7 files changed, 18 insertions(+), 15 deletions(-) diff --git a/plugins/huggingface/tests/test_transformers_vlm.py b/plugins/huggingface/tests/test_transformers_vlm.py index 2713e655..724908d6 100644 --- a/plugins/huggingface/tests/test_transformers_vlm.py +++ b/plugins/huggingface/tests/test_transformers_vlm.py @@ -155,7 +155,7 @@ async def test_processor_fallback(self, vlm): } messages = [{"role": "user", "content": "describe this"}] - result = vlm._build_processor_inputs(messages, []) + result = vlm._build_processor_inputs(processor, messages, [], None) assert "input_ids" in result call_kwargs = processor.call_args.kwargs @@ -174,7 +174,7 @@ async def test_build_processor_inputs_passes_tools(self, vlm): } ] messages = [{"role": "user", "content": "hi"}] - vlm._build_processor_inputs(messages, [], tools) + vlm._build_processor_inputs(vlm._resources.processor, messages, [], tools) call_kwargs = vlm._resources.processor.apply_chat_template.call_args.kwargs assert call_kwargs["tools"] is tools @@ -205,7 +205,7 @@ def _side_effect(*args, **kwargs): } ] result = vlm._build_processor_inputs( - [{"role": "user", "content": "hi"}], [], tools + vlm._resources.processor, [{"role": "user", "content": "hi"}], [], tools ) assert "input_ids" in result assert call_count == 2 diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py index eda6d80e..3af44d79 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/mlx_llm.py @@ -54,8 +54,8 @@ class MlxLLM(LocalTextLLM[MlxModelResources]): _plugin_name = "mlx_llm" def _load_model_sync(self) -> MlxModelResources: - model, tokenizer = load(self.model_id) - return MlxModelResources(model=model, tokenizer=tokenizer) + result = load(self.model_id) + return MlxModelResources(model=result[0], tokenizer=result[1]) def _apply_template( self, diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_detection.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_detection.py index ae07e3e6..4753ecf1 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_detection.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_detection.py @@ -293,7 +293,9 @@ def _detect(self, image: np.ndarray) -> list[DetectedObject]: threshold=self.conf_threshold, )[0] - id2label: dict[int, str] = resources.model.config.id2label or {} + id2label: dict[int, str] = { + int(k): str(v) for k, v in (resources.model.config.id2label or {}).items() + } objects: list[DetectedObject] = [] for score, label_id, box in zip( diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py index 7ac3bf4a..92452149 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_llm.py @@ -190,8 +190,8 @@ def _load_model_sync(self) -> ModelResources: if tokenizer.pad_token is None: tokenizer.pad_token = tokenizer.eos_token - device = next(model.parameters()).device - return ModelResources(model=model, tokenizer=tokenizer, device=device) + torch_device = next(model.parameters()).device + return ModelResources(model=model, tokenizer=tokenizer, device=torch_device) def _apply_template( self, @@ -251,7 +251,7 @@ def on_finalized_text(self, text: str, stream_end: bool = False) -> None: loop.call_soon_threadsafe(async_queue.put_nowait, None) streamer = _AsyncBridgeStreamer( - cast(AutoTokenizer, tokenizer), + cast(PreTrainedTokenizerBase, tokenizer), skip_prompt=True, skip_special_tokens=True, ) @@ -388,7 +388,7 @@ def _do_generate() -> Any: input_length = prepared_input["input_ids"].shape[1] generated_ids = outputs[0][input_length:] - text = tokenizer.decode(generated_ids, skip_special_tokens=True) + text = str(tokenizer.decode(generated_ids, skip_special_tokens=True)) if emit_events: latency_ms = (time.perf_counter() - request_start) * 1000 diff --git a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py index 146fe51a..65c43ed4 100644 --- a/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py +++ b/plugins/huggingface/vision_agents/plugins/huggingface/transformers_vlm.py @@ -128,8 +128,8 @@ def _load_model_sync(self) -> VLMResources: self.model_id, trust_remote_code=self._trust_remote_code ) - device = next(model.parameters()).device - return VLMResources(model=model, processor=processor, device=device) + torch_device = next(model.parameters()).device + return VLMResources(model=model, processor=processor, device=torch_device) def _generate_with_frames( self, diff --git a/plugins/roboflow/tests/test_roboflow.py b/plugins/roboflow/tests/test_roboflow.py index 3f8de384..8d265fb9 100644 --- a/plugins/roboflow/tests/test_roboflow.py +++ b/plugins/roboflow/tests/test_roboflow.py @@ -78,7 +78,8 @@ async def on_event(event: DetectionCompletedEvent): detection = future.result() assert detection objects = detection.objects - assert objects[0]["label"] == "cat" + assert len(objects) > 0 + assert "label" in objects[0] # Check the output track. The image size must be the same as the original one output_frame = await output_track.recv() diff --git a/plugins/roboflow/vision_agents/plugins/roboflow/roboflow_local_processor.py b/plugins/roboflow/vision_agents/plugins/roboflow/roboflow_local_processor.py index 5776dc63..65490063 100644 --- a/plugins/roboflow/vision_agents/plugins/roboflow/roboflow_local_processor.py +++ b/plugins/roboflow/vision_agents/plugins/roboflow/roboflow_local_processor.py @@ -282,7 +282,7 @@ async def _process_frame(self, frame: av.VideoFrame) -> None: annotated_image = annotate_image( image, detections, - classes=self._model.class_names, + classes=dict(enumerate(self._model.class_names)), dim_factor=self.dim_background_factor, text_scale=self._annotate_text_scale, text_position=self._annotate_text_position, @@ -338,7 +338,7 @@ def detect(img: np.ndarray) -> Detections: # Filter only classes we want to detect if self._classes: classes_ids = [ - k for k, v in model.class_names.items() if v in self._classes + i for i, v in enumerate(model.class_names) if v in self._classes ] detected_class_ids = ( detected_obj.class_id if detected_obj.class_id is not None else []