diff --git a/agent/custom_filesystem_middleware.py b/agent/custom_filesystem_middleware.py index 34b0b95..ba25958 100644 --- a/agent/custom_filesystem_middleware.py +++ b/agent/custom_filesystem_middleware.py @@ -4,7 +4,9 @@ """ from pathlib import Path -from typing import Annotated, Literal, cast +from typing import Annotated, cast +import mimetypes +import warnings from langchain.tools import ToolRuntime from langchain_core.messages import ToolMessage @@ -15,19 +17,24 @@ from deepagents.backends import StateBackend from deepagents.backends.composite import CompositeBackend from deepagents.backends.protocol import ( BACKEND_TYPES, + ReadResult, ) +from deepagents.backends.utils import _get_file_type, validate_path +from langchain_core.messages.content import ContentBlock from deepagents.middleware.filesystem import ( DEFAULT_READ_OFFSET, DEFAULT_READ_LIMIT, - IMAGE_EXTENSIONS, - IMAGE_MEDIA_TYPES, FilesystemMiddleware, FilesystemState, + READ_FILE_TOOL_DESCRIPTION, + READ_FILE_TRUNCATION_MSG, + NUM_CHARS_PER_TOKEN, + ReadFileSchema, + check_empty_content, + format_content_with_line_numbers, ) from langgraph.types import Command -import base64 -from langchain_core.messages.content import create_image_block # SKILL.md 文件的行数限制(设置为较大的值以完整读取) @@ -44,10 +51,62 @@ class CustomFilesystemMiddleware(FilesystemMiddleware): @override def _create_read_file_tool(self) -> BaseTool: """创建自定义的 read_file 工具,支持 SKILL.md 完整读取。""" - # 从父类获取工具描述 - tool_description = self._custom_tool_descriptions.get("read_file") or self._get_read_file_description() + tool_description = self._custom_tool_descriptions.get("read_file") or READ_FILE_TOOL_DESCRIPTION token_limit = self._tool_token_limit_before_evict + def _truncate(content: str, file_path: str, limit: int) -> str: + lines = content.splitlines(keepends=True) + if len(lines) > limit: + lines = lines[:limit] + content = "".join(lines) + + if token_limit and len(content) >= NUM_CHARS_PER_TOKEN * token_limit: + truncation_msg = READ_FILE_TRUNCATION_MSG.format(file_path=file_path) + max_content_length = NUM_CHARS_PER_TOKEN * token_limit - len(truncation_msg) + content = content[:max_content_length] + truncation_msg + + return content + + def _handle_read_result( + read_result: ReadResult | str, + validated_path: str, + tool_call_id: str | None, + offset: int, + limit: int, + ) -> ToolMessage | str: + if isinstance(read_result, str): + warnings.warn( + "Returning a plain `str` from `backend.read()` is deprecated. ", + DeprecationWarning, + stacklevel=2, + ) + return _truncate(read_result, validated_path, limit) + + if read_result.error: + return f"Error: {read_result.error}" + + if read_result.file_data is None: + return f"Error: no data returned for '{validated_path}'" + + file_type = _get_file_type(validated_path) + content = read_result.file_data["content"] + + if file_type != "text": + mime_type = mimetypes.guess_type("file" + Path(validated_path).suffix)[0] or "application/octet-stream" + return ToolMessage( + content_blocks=cast("list[ContentBlock]", [{"type": file_type, "base64": content, "mime_type": mime_type}]), + name="read_file", + tool_call_id=tool_call_id, + additional_kwargs={"read_file_path": validated_path, "read_file_media_type": mime_type}, + ) + + empty_msg = check_empty_content(content) + if empty_msg: + return empty_msg + + content = format_content_with_line_numbers(content, start_line=offset + 1) + return _truncate(content, validated_path, limit) + def sync_read_file( file_path: Annotated[str, "Absolute path to the file to read. Must be absolute, not relative."], runtime: ToolRuntime[None, FilesystemState], @@ -55,57 +114,18 @@ class CustomFilesystemMiddleware(FilesystemMiddleware): limit: Annotated[int, "Maximum number of lines to read. Use for pagination of large files."] = DEFAULT_READ_LIMIT, ) -> ToolMessage | str: """Synchronous wrapper for read_file tool with SKILL.md special handling.""" - from deepagents.backends.utils import validate_path - from deepagents.middleware.filesystem import READ_FILE_TRUNCATION_MSG, NUM_CHARS_PER_TOKEN - resolved_backend = self._get_backend(runtime) try: validated_path = validate_path(file_path) except ValueError as e: return f"Error: {e}" - ext = Path(validated_path).suffix.lower() - # 处理图片文件 - if ext in IMAGE_EXTENSIONS: - responses = resolved_backend.download_files([validated_path]) - if responses and responses[0].content is not None: - media_type = IMAGE_MEDIA_TYPES.get(ext, "image/png") - image_b64 = base64.standard_b64encode(responses[0].content).decode("utf-8") - return ToolMessage( - content_blocks=[create_image_block(base64=image_b64, mime_type=media_type)], - name="read_file", - tool_call_id=runtime.tool_call_id, - additional_kwargs={ - "read_file_path": validated_path, - "read_file_media_type": media_type, - }, - ) - if responses and responses[0].error: - return f"Error reading image: {responses[0].error}" - return "Error reading image: unknown error" - # 如果是 SKILL.md 文件,使用大限制读取完整内容 if validated_path.endswith("SKILL.md") or validated_path.endswith("/SKILL.md"): - actual_limit = SKILL_MD_READ_LIMIT - else: - actual_limit = limit + limit = SKILL_MD_READ_LIMIT - result = resolved_backend.read(validated_path, offset=offset, limit=actual_limit) - - lines = result.splitlines(keepends=True) - if len(lines) > actual_limit: - lines = lines[:actual_limit] - result = "".join(lines) - - # Check if result exceeds token threshold and truncate if necessary - if token_limit and len(result) >= NUM_CHARS_PER_TOKEN * token_limit: - # Calculate truncation message length to ensure final result stays under threshold - truncation_msg = READ_FILE_TRUNCATION_MSG.format(file_path=validated_path) - max_content_length = NUM_CHARS_PER_TOKEN * token_limit - len(truncation_msg) - result = result[:max_content_length] - result += truncation_msg - - return result + read_result = resolved_backend.read(validated_path, offset=offset, limit=limit) + return _handle_read_result(read_result, validated_path, runtime.tool_call_id, offset, limit) async def async_read_file( file_path: Annotated[str, "Absolute path to the file to read. Must be absolute, not relative."], @@ -114,66 +134,28 @@ class CustomFilesystemMiddleware(FilesystemMiddleware): limit: Annotated[int, "Maximum number of lines to read. Use for pagination of large files."] = DEFAULT_READ_LIMIT, ) -> ToolMessage | str: """Asynchronous wrapper for read_file tool with SKILL.md special handling.""" - from deepagents.backends.utils import validate_path - from deepagents.middleware.filesystem import READ_FILE_TRUNCATION_MSG, NUM_CHARS_PER_TOKEN - resolved_backend = self._get_backend(runtime) try: validated_path = validate_path(file_path) except ValueError as e: return f"Error: {e}" - ext = Path(validated_path).suffix.lower() - # 处理图片文件 - if ext in IMAGE_EXTENSIONS: - responses = await resolved_backend.adownload_files([validated_path]) - if responses and responses[0].content is not None: - media_type = IMAGE_MEDIA_TYPES.get(ext, "image/png") - image_b64 = base64.standard_b64encode(responses[0].content).decode("utf-8") - return ToolMessage( - content_blocks=[create_image_block(base64=image_b64, mime_type=media_type)], - name="read_file", - tool_call_id=runtime.tool_call_id, - additional_kwargs={ - "read_file_path": validated_path, - "read_file_media_type": media_type, - }, - ) - if responses and responses[0].error: - return f"Error reading image: {responses[0].error}" - return "Error reading image: unknown error" - # 如果是 SKILL.md 文件,使用大限制读取完整内容 if validated_path.endswith("SKILL.md") or validated_path.endswith("/SKILL.md"): - actual_limit = SKILL_MD_READ_LIMIT - else: - actual_limit = limit + limit = SKILL_MD_READ_LIMIT - result = await resolved_backend.aread(validated_path, offset=offset, limit=actual_limit) - - lines = result.splitlines(keepends=True) - if len(lines) > actual_limit: - lines = lines[:actual_limit] - result = "".join(lines) - - # Check if result exceeds token threshold and truncate if necessary - if token_limit and len(result) >= NUM_CHARS_PER_TOKEN * token_limit: - # Calculate truncation message length to ensure final result stays under threshold - truncation_msg = READ_FILE_TRUNCATION_MSG.format(file_path=validated_path) - max_content_length = NUM_CHARS_PER_TOKEN * token_limit - len(truncation_msg) - result = result[:max_content_length] - result += truncation_msg - - return result + read_result = await resolved_backend.aread(validated_path, offset=offset, limit=limit) + return _handle_read_result(read_result, validated_path, runtime.tool_call_id, offset, limit) return StructuredTool.from_function( name="read_file", description=tool_description, func=sync_read_file, coroutine=async_read_file, + infer_schema=False, + args_schema=ReadFileSchema, ) def _get_read_file_description(self) -> str: """获取 read_file 工具的描述,添加 SKILL.md 完整读取的说明。""" - from deepagents.middleware.filesystem import READ_FILE_TOOL_DESCRIPTION return READ_FILE_TOOL_DESCRIPTION diff --git a/agent/deep_assistant.py b/agent/deep_assistant.py index 7dfb662..0db824e 100644 --- a/agent/deep_assistant.py +++ b/agent/deep_assistant.py @@ -405,19 +405,22 @@ def create_custom_cli_agent( # Use LocalShellBackend for filesystem + shell execution backend = LocalShellBackend( root_dir=workspace_root, + virtual_mode=False, inherit_env=True, env=final_shell_env, ) else: # No shell access - use plain FilesystemBackend - backend = FilesystemBackend(root_dir=workspace_root) + backend = FilesystemBackend(root_dir=workspace_root, virtual_mode=True) # Set up composite backend with routing (参考新版本实现) large_results_backend = FilesystemBackend( root_dir=tempfile.mkdtemp(prefix="deepagents_large_results_"), + virtual_mode=True, ) conversation_history_backend = FilesystemBackend( root_dir=tempfile.mkdtemp(prefix="deepagents_conversation_history_"), + virtual_mode=True, ) composite_backend = CompositeBackend( default=backend, @@ -433,7 +436,7 @@ def create_custom_cli_agent( agent_middleware.append( CustomSkillsMiddleware( - backend=FilesystemBackend(root_dir=workspace_root), + backend=FilesystemBackend(root_dir=workspace_root, virtual_mode=True), sources=skills_sources, ) ) diff --git a/agent/guideline_middleware.py b/agent/guideline_middleware.py index a9b2911..4597783 100644 --- a/agent/guideline_middleware.py +++ b/agent/guideline_middleware.py @@ -1,4 +1,3 @@ -from ast import Str from langchain.agents.middleware import AgentState, AgentMiddleware, ModelRequest, ModelResponse from langchain_core.messages import convert_to_openai_messages from agent.prompt_loader import load_guideline_prompt diff --git a/poetry.lock b/poetry.lock index 64027d2..f3f6ce0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,23 @@ # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +[[package]] +name = "agent-client-protocol" +version = "0.9.0" +description = "A Python implement of Agent Client Protocol (ACP, by Zed Industries)" +optional = false +python-versions = "<3.15,>=3.10" +groups = ["main"] +files = [ + {file = "agent_client_protocol-0.9.0-py3-none-any.whl", hash = "sha256:06911500b51d8cb69112544e2be01fc5e7db39ef88fecbc3848c5c6f194798ee"}, + {file = "agent_client_protocol-0.9.0.tar.gz", hash = "sha256:f744c48ab9af0f0b4452e5ab5498d61bcab97c26dbe7d6feec5fd36de49be30b"}, +] + +[package.dependencies] +pydantic = ">=2.7" + +[package.extras] +logfire = ["logfire (>=0.14)", "opentelemetry-sdk (>=1.28.0)"] + [[package]] name = "aiofiles" version = "24.1.0" @@ -166,21 +184,6 @@ yarl = ">=1.17.0,<2.0" [package.extras] speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi ; platform_python_implementation != \"CPython\""] -[[package]] -name = "aiohttp-retry" -version = "2.9.1" -description = "Simple retry client for aiohttp" -optional = false -python-versions = ">=3.7" -groups = ["main"] -files = [ - 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wrapper for zip files" +optional = false +python-versions = ">=3.9" +groups = ["main"] +files = [ + {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, + {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, +] + +[package.extras] +check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""] +cover = ["pytest-cov"] +doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +enabler = ["pytest-enabler (>=2.2)"] +test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +type = ["pytest-mypy"] + [[package]] name = "zstandard" version = "0.25.0" @@ -6634,5 +6661,5 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt [metadata] lock-version = "2.1" -python-versions = ">=3.12,<4.0" -content-hash = "3ed06e25ab7936d04d523544c24df6e8678eda0e99388ed1e4de0acbb8e3e63e" +python-versions = ">=3.12,<3.15" +content-hash = "c16e750b15c58ccd16f289b20da85a871d7fb4eccee09ccc6cff96c86da21595" diff --git a/pyproject.toml b/pyproject.toml index f9143c6..66f1d02 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,7 @@ authors = [ {name = "朱潮",email = "zhuchaowe@users.noreply.github.com"} ] readme = "README.md" -requires-python = ">=3.12,<4.0" +requires-python = ">=3.12,<3.15" dependencies = [ "fastapi==0.116.1", "uvicorn==0.35.0", @@ -26,12 +26,12 @@ dependencies = [ "chardet>=5.0.0", "psutil (>=7.1.3,<8.0.0)", "uvloop (>=0.22.1,<0.23.0)", - "deepagents (>=0.4.3,<0.5.0)", + "deepagents (>=0.5.2,<0.6.0)", "langchain-mcp-adapters (>=0.2.1,<0.3.0)", "langchain-openai (>=1.1.1,<2.0.0)", "cachetools (>=6.2.4,<7.0.0)", "langgraph-checkpoint-postgres (>=3.0.0,<4.0.0)", - "deepagents-cli (>=0.0.25,<0.0.26)", + "deepagents-cli (>=0.0.37,<0.1.0)", "mem0ai (>=0.1.50,<0.3.0)", "psycopg2-binary (>=2.9.11,<3.0.0)", "json-repair (>=0.29.0,<0.30.0)", diff --git a/requirements.txt b/requirements.txt index 0479a06..9061209 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,199 +1,202 @@ -aiofiles==24.1.0 ; python_version >= "3.12" and python_version < "4.0" -aiohappyeyeballs==2.6.1 ; python_version >= "3.12" and python_version < "4.0" -aiohttp-retry==2.9.1 ; python_version >= "3.12" and python_version < "4.0" -aiohttp==3.13.1 ; python_version >= "3.12" and python_version < "4.0" -aiosignal==1.4.0 ; python_version >= "3.12" and python_version < "4.0" -aiosqlite==0.22.1 ; python_version >= "3.12" and python_version < "4.0" -annotated-types==0.7.0 ; python_version >= "3.12" and python_version < "4.0" -anthropic==0.84.0 ; python_version >= "3.12" and python_version < "4.0" -anyio==4.11.0 ; python_version >= "3.12" and python_version < "4.0" -attrs==25.4.0 ; python_version >= "3.12" and python_version < "4.0" -backoff==2.2.1 ; python_version >= "3.12" and python_version < "4.0" -beautifulsoup4==4.14.3 ; python_version >= "3.12" and python_version < "4.0" -bracex==2.6 ; python_version >= "3.12" and python_version < "4.0" -cachetools==6.2.4 ; python_version >= "3.12" and python_version < "4.0" -cbor2==5.7.1 ; python_version >= "3.12" and python_version < "4.0" -certifi==2025.10.5 ; python_version >= "3.12" and python_version < "4.0" -cffi==2.0.0 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy" -chardet==5.2.0 ; python_version >= "3.12" and python_version < "4.0" -charset-normalizer==3.4.4 ; python_version >= "3.12" and python_version < "4.0" -click==8.3.0 ; python_version >= "3.12" and python_version < "4.0" -colorama==0.4.6 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Windows" -croniter==3.0.4 ; python_version >= "3.12" and python_version < "4.0" -cryptography==46.0.5 ; python_version >= "3.12" and python_version < "4.0" -daytona-api-client-async==0.127.0 ; python_version >= "3.12" and python_version < "4.0" -daytona-api-client==0.127.0 ; python_version >= "3.12" and python_version < "4.0" -daytona-toolbox-api-client-async==0.127.0 ; python_version >= "3.12" and python_version < "4.0" -daytona-toolbox-api-client==0.127.0 ; python_version >= "3.12" and python_version < "4.0" -daytona==0.127.0 ; python_version >= "3.12" and python_version < "4.0" -deepagents-cli==0.0.25 ; python_version >= "3.12" and python_version < "4.0" -deepagents==0.4.3 ; python_version >= "3.12" and python_version < "4.0" -defusedxml==0.7.1 ; python_version >= "3.12" and python_version < "4.0" -deprecated==1.3.1 ; python_version >= "3.12" and python_version < "4.0" -distro==1.9.0 ; python_version >= "3.12" and python_version < "4.0" -docstring-parser==0.17.0 ; python_version >= "3.12" and python_version < "4.0" -environs==14.5.0 ; python_version >= "3.12" and python_version < "4.0" -et-xmlfile==2.0.0 ; python_version >= "3.12" and python_version < "4.0" -fastapi==0.116.1 ; python_version >= "3.12" and python_version < "4.0" -filelock==3.20.0 ; python_version >= "3.12" and python_version < "4.0" -filetype==1.2.0 ; python_version >= "3.12" and python_version < "4.0" -frozenlist==1.8.0 ; python_version >= "3.12" and python_version < "4.0" -fsspec==2025.9.0 ; python_version >= "3.12" and python_version < "4.0" -google-auth==2.48.0 ; python_version >= "3.12" and python_version < "4.0" -google-genai==1.65.0 ; python_version >= "3.12" and python_version < "4.0" -greenlet==3.3.0 ; python_version >= "3.12" and python_version < "4.0" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") -grpcio-tools==1.71.2 ; python_version >= "3.13" and python_version < "4.0" -grpcio==1.76.0 ; python_version >= "3.12" and python_version < "4.0" -grpclib==0.4.8 ; python_version >= "3.12" and python_version < "4.0" -h11==0.16.0 ; python_version >= "3.12" and python_version < "4.0" -h2==4.3.0 ; python_version >= "3.12" and python_version < "4.0" -hf-xet==1.1.10 ; python_version >= "3.12" and python_version < "4.0" and (platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "arm64" or platform_machine == "aarch64") -hpack==4.1.0 ; python_version >= "3.12" and python_version < "4.0" -httpcore==1.0.9 ; python_version >= "3.12" and python_version < "4.0" -httpx-sse==0.4.3 ; python_version >= "3.12" and python_version < "4.0" -httpx==0.28.1 ; python_version >= "3.12" and python_version < "4.0" -huey==2.5.3 ; python_version >= "3.12" and python_version < "4.0" -huggingface-hub==0.35.3 ; python_version >= "3.12" and python_version < "4.0" -hyperframe==6.1.0 ; python_version >= "3.12" and python_version < "4.0" -idna==3.11 ; python_version >= "3.12" and python_version < "4.0" -jinja2==3.1.6 ; python_version >= "3.12" and python_version < "4.0" -jiter==0.11.1 ; python_version >= "3.12" and python_version < "4.0" -joblib==1.5.2 ; python_version >= "3.12" and python_version < "4.0" -json-repair==0.29.10 ; python_version >= "3.12" and python_version < "4.0" -json5==0.13.0 ; python_version >= "3.12" and python_version < "4.0" -jsonpatch==1.33 ; python_version >= "3.12" and python_version < "4.0" -jsonpointer==3.0.0 ; python_version >= "3.12" and python_version < "4.0" -jsonschema-specifications==2025.9.1 ; python_version >= "3.12" and python_version < "4.0" -jsonschema==4.25.1 ; python_version >= "3.12" and python_version < "4.0" -langchain-anthropic==1.3.4 ; python_version >= "3.12" and python_version < "4.0" -langchain-core==1.2.16 ; python_version >= "3.12" and python_version < "4.0" -langchain-google-genai==4.2.1 ; python_version >= "3.12" and python_version < "4.0" -langchain-mcp-adapters==0.2.1 ; python_version >= "3.12" and python_version < "4.0" -langchain-openai==1.1.9 ; python_version >= "3.12" and python_version < "4.0" -langchain==1.2.10 ; python_version >= "3.12" and python_version < "4.0" -langgraph-checkpoint-postgres==3.0.4 ; python_version >= "3.12" and python_version < "4.0" -langgraph-checkpoint-sqlite==3.0.3 ; python_version >= "3.12" and python_version < "4.0" -langgraph-checkpoint==4.0.1 ; python_version >= "3.12" and python_version < "4.0" -langgraph-prebuilt==1.0.8 ; python_version >= "3.12" and python_version < "4.0" -langgraph-sdk==0.3.3 ; python_version >= "3.12" and python_version < "4.0" -langgraph==1.0.10 ; python_version >= "3.12" and python_version < "4.0" -langsmith==0.7.9 ; python_version >= "3.12" and python_version < "4.0" -linkify-it-py==2.1.0 ; python_version >= "3.12" and python_version < "4.0" -markdown-it-py==4.0.0 ; python_version >= "3.12" and python_version < "4.0" -markdownify==1.2.2 ; python_version >= "3.12" and python_version < "4.0" -markupsafe==3.0.3 ; python_version >= "3.12" and python_version < "4.0" -marshmallow==4.1.1 ; python_version >= "3.12" and python_version < "4.0" -mcp==1.12.4 ; python_version >= "3.12" and python_version < "4.0" -mdit-py-plugins==0.5.0 ; python_version >= "3.12" and python_version < "4.0" -mdurl==0.1.2 ; python_version >= "3.12" and python_version < "4.0" -mem0ai==0.1.116 ; python_version >= "3.12" and python_version < "4.0" -modal==1.2.1 ; python_version >= "3.12" and python_version < "4.0" -mpmath==1.3.0 ; python_version >= "3.12" and python_version < "4.0" -multidict==6.7.0 ; python_version >= "3.12" and python_version < "4.0" -multipart==1.3.0 ; python_version >= "3.12" and python_version < "4.0" -networkx==3.5 ; python_version >= "3.12" and python_version < "4.0" -numpy==1.26.4 ; python_version >= "3.12" and python_version < "4.0" -nvidia-cublas-cu12==12.1.3.1 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cuda-cupti-cu12==12.1.105 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cuda-nvrtc-cu12==12.1.105 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cuda-runtime-cu12==12.1.105 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cudnn-cu12==8.9.2.26 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cufft-cu12==11.0.2.54 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-curand-cu12==10.3.2.106 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cusolver-cu12==11.4.5.107 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-cusparse-cu12==12.1.0.106 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-nccl-cu12==2.19.3 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-nvjitlink-cu12==12.9.86 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -nvidia-nvtx-cu12==12.1.105 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -obstore==0.7.3 ; python_version >= "3.12" and python_version < "4.0" -openai==2.5.0 ; python_version >= "3.12" and python_version < "4.0" -openpyxl==3.1.5 ; python_version >= "3.12" and python_version < "4.0" -orjson==3.11.5 ; python_version >= "3.12" and python_version < "4.0" -ormsgpack==1.12.0 ; python_version >= "3.12" and python_version < "4.0" -packaging==25.0 ; python_version >= "3.12" and python_version < "4.0" -pandas==2.3.3 ; python_version >= "3.12" and python_version < "4.0" -pillow==12.0.0 ; python_version >= "3.12" and python_version < "4.0" -platformdirs==4.9.2 ; python_version >= "3.12" and python_version < "4.0" -portalocker==2.10.1 ; python_version >= "3.13" and python_version < "4.0" +agent-client-protocol==0.9.0 ; python_version >= "3.12" and python_version < "3.15" +aiofiles==24.1.0 ; python_version >= "3.12" and python_version < "3.15" +aiohappyeyeballs==2.6.1 ; python_version >= "3.12" and python_version < "3.15" +aiohttp==3.13.1 ; python_version >= "3.12" and python_version < "3.15" +aiosignal==1.4.0 ; python_version >= "3.12" and python_version < "3.15" +aiosqlite==0.22.1 ; python_version >= "3.12" and python_version < "3.15" +annotated-types==0.7.0 ; python_version >= "3.12" and python_version < "3.15" +anthropic==0.94.0 ; python_version >= "3.12" and python_version < "3.15" +anyio==4.11.0 ; python_version >= "3.12" and python_version < "3.15" +attrs==25.4.0 ; python_version >= "3.12" and python_version < "3.15" +backoff==2.2.1 ; python_version >= "3.12" and python_version < "3.15" +beautifulsoup4==4.14.3 ; python_version >= "3.12" and python_version < "3.15" +blockbuster==1.5.26 ; python_version >= "3.12" and python_version < "3.15" +bracex==2.6 ; python_version >= "3.12" and python_version < "3.15" +cachetools==6.2.4 ; python_version >= "3.12" and python_version < "3.15" +certifi==2025.10.5 ; python_version >= "3.12" and python_version < "3.15" +cffi==2.0.0 ; python_version >= "3.12" and python_version < "3.15" and platform_python_implementation != "PyPy" +chardet==5.2.0 ; python_version >= "3.12" and python_version < "3.15" +charset-normalizer==3.4.4 ; python_version >= "3.12" and python_version < "3.15" +click==8.3.0 ; python_version >= "3.12" and python_version < "3.15" +cloudpickle==3.1.2 ; python_version >= "3.12" and python_version < "3.15" +colorama==0.4.6 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Windows" +croniter==3.0.4 ; python_version >= "3.12" and python_version < "3.15" +cryptography==46.0.5 ; python_version >= "3.12" and python_version < "3.15" +deepagents-acp==0.0.5 ; python_version >= "3.12" and python_version < "3.15" +deepagents-cli==0.0.37 ; python_version >= "3.12" and python_version < "3.15" +deepagents==0.5.2 ; python_version >= "3.12" and python_version < "3.15" +defusedxml==0.7.1 ; python_version >= "3.12" and python_version < "3.15" +distro==1.9.0 ; python_version >= "3.12" and python_version < "3.15" +docstring-parser==0.17.0 ; python_version >= "3.12" and python_version < "3.15" +et-xmlfile==2.0.0 ; python_version >= "3.12" and python_version < "3.15" +fastapi==0.116.1 ; python_version >= "3.12" and python_version < "3.15" +filelock==3.20.0 ; python_version >= "3.12" and python_version < "3.15" +filetype==1.2.0 ; python_version >= "3.12" and python_version < "3.15" +forbiddenfruit==0.1.4 ; python_version >= "3.12" and python_version < "3.15" and implementation_name == "cpython" +frozenlist==1.8.0 ; python_version >= "3.12" and python_version < "3.15" +fsspec==2025.9.0 ; python_version >= "3.12" and python_version < "3.15" +google-auth==2.48.0 ; python_version >= "3.12" and python_version < "3.15" +google-genai==1.65.0 ; python_version >= "3.12" and python_version < "3.15" +googleapis-common-protos==1.74.0 ; python_version >= "3.12" and python_version < "3.15" +greenlet==3.3.0 ; python_version >= "3.12" and python_version < "3.15" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") +grpcio-health-checking==1.78.0 ; python_version >= "3.12" and python_version < "3.15" +grpcio-tools==1.78.0 ; python_version >= "3.12" and python_version < "3.15" +grpcio==1.78.0 ; python_version >= "3.12" and python_version < "3.15" +h11==0.16.0 ; python_version >= "3.12" and python_version < "3.15" +h2==4.3.0 ; python_version >= "3.12" and python_version < "3.15" +hf-xet==1.1.10 ; python_version >= "3.12" and python_version < "3.15" and (platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "arm64" or platform_machine == "aarch64") +hpack==4.1.0 ; python_version >= "3.12" and python_version < "3.15" +httpcore==1.0.9 ; python_version >= "3.12" and python_version < "3.15" +httptools==0.7.1 ; python_version >= "3.12" and python_version < "3.15" and platform_system != "Windows" +httpx-sse==0.4.3 ; python_version >= "3.12" and python_version < "3.15" +httpx==0.28.1 ; python_version >= "3.12" and python_version < "3.15" +huey==2.5.3 ; python_version >= "3.12" and python_version < "3.15" +huggingface-hub==0.35.3 ; python_version >= "3.12" and python_version < "3.15" +hyperframe==6.1.0 ; python_version >= "3.12" and python_version < "3.15" +idna==3.11 ; python_version >= "3.12" and python_version < "3.15" +importlib-metadata==8.7.1 ; python_version >= "3.12" and python_version < "3.15" +jinja2==3.1.6 ; python_version >= "3.12" and python_version < "3.15" +jiter==0.11.1 ; python_version >= "3.12" and python_version < "3.15" +joblib==1.5.2 ; python_version >= "3.12" and python_version < "3.15" +json-repair==0.29.10 ; python_version >= "3.12" and python_version < "3.15" +json5==0.13.0 ; python_version >= "3.12" and python_version < "3.15" +jsonpatch==1.33 ; python_version >= "3.12" and python_version < "3.15" +jsonpointer==3.0.0 ; python_version >= "3.12" and python_version < "3.15" +jsonschema-rs==0.44.1 ; python_version >= "3.12" and python_version < "3.15" +jsonschema-specifications==2025.9.1 ; python_version >= "3.12" and python_version < "3.15" +jsonschema==4.25.1 ; python_version >= "3.12" and python_version < "3.15" +langchain-anthropic==1.4.0 ; python_version >= "3.12" and python_version < "3.15" +langchain-core==1.2.28 ; python_version >= "3.12" and python_version < "3.15" +langchain-google-genai==4.2.1 ; python_version >= "3.12" and python_version < "3.15" +langchain-mcp-adapters==0.2.1 ; python_version >= "3.12" and python_version < "3.15" +langchain-openai==1.1.12 ; python_version >= "3.12" and python_version < "3.15" +langchain==1.2.15 ; python_version >= "3.12" and python_version < "3.15" +langgraph-api==0.7.100 ; python_version >= "3.12" and python_version < "3.15" +langgraph-checkpoint-postgres==3.0.4 ; python_version >= "3.12" and python_version < "3.15" +langgraph-checkpoint-sqlite==3.0.3 ; python_version >= "3.12" and python_version < "3.15" +langgraph-checkpoint==4.0.1 ; python_version >= "3.12" and python_version < "3.15" +langgraph-cli==0.4.21 ; python_version >= "3.12" and python_version < "3.15" +langgraph-prebuilt==1.0.9 ; python_version >= "3.12" and python_version < "3.15" +langgraph-runtime-inmem==0.27.3 ; python_version >= "3.12" and python_version < "3.15" +langgraph-sdk==0.3.13 ; python_version >= "3.12" and python_version < "3.15" +langgraph==1.1.6 ; python_version >= "3.12" and python_version < "3.15" +langsmith==0.7.9 ; python_version >= "3.12" and python_version < "3.15" +linkify-it-py==2.1.0 ; python_version >= "3.12" and python_version < "3.15" +markdown-it-py==4.0.0 ; python_version >= "3.12" and python_version < "3.15" +markdownify==1.2.2 ; python_version >= "3.12" and python_version < "3.15" +markupsafe==3.0.3 ; python_version >= "3.12" and python_version < "3.15" +mcp==1.12.4 ; python_version >= "3.12" and python_version < "3.15" +mdit-py-plugins==0.5.0 ; python_version >= "3.12" and python_version < "3.15" +mdurl==0.1.2 ; python_version >= "3.12" and python_version < "3.15" +mem0ai==0.1.115 ; python_version >= "3.12" and python_version < "3.15" +mpmath==1.3.0 ; python_version >= "3.12" and python_version < "3.15" +multidict==6.7.0 ; python_version >= "3.12" and python_version < "3.15" +networkx==3.5 ; python_version >= "3.12" and python_version < "3.15" +numpy==1.26.4 ; python_version >= "3.12" and python_version < "3.15" +nvidia-cublas-cu12==12.1.3.1 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cuda-cupti-cu12==12.1.105 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cuda-nvrtc-cu12==12.1.105 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cuda-runtime-cu12==12.1.105 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cudnn-cu12==8.9.2.26 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cufft-cu12==11.0.2.54 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-curand-cu12==10.3.2.106 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cusolver-cu12==11.4.5.107 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-cusparse-cu12==12.1.0.106 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-nccl-cu12==2.19.3 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-nvjitlink-cu12==12.9.86 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +nvidia-nvtx-cu12==12.1.105 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +openai==2.31.0 ; python_version >= "3.12" and python_version < "3.15" +openpyxl==3.1.5 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-api==1.41.0 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-exporter-otlp-proto-common==1.41.0 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-exporter-otlp-proto-http==1.41.0 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-proto==1.41.0 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-sdk==1.41.0 ; python_version >= "3.12" and python_version < "3.15" +opentelemetry-semantic-conventions==0.62b0 ; python_version >= "3.12" and python_version < "3.15" +orjson==3.11.5 ; python_version >= "3.12" and python_version < "3.15" +ormsgpack==1.12.0 ; python_version >= "3.12" and python_version < "3.15" +packaging==25.0 ; python_version >= "3.12" and python_version < "3.15" +pandas==2.3.3 ; python_version >= "3.12" and python_version < "3.15" +pathspec==1.0.4 ; python_version >= "3.12" and python_version < "3.15" +pillow==12.0.0 ; python_version >= "3.12" and python_version < "3.15" +platformdirs==4.9.2 ; python_version >= "3.12" and python_version < "3.15" +portalocker==2.10.1 ; python_version >= "3.13" and python_version < "3.15" portalocker==3.2.0 ; python_version == "3.12" -posthog==7.6.0 ; python_version >= "3.12" and python_version < "4.0" -prompt-toolkit==3.0.52 ; python_version >= "3.12" and python_version < "4.0" -propcache==0.4.1 ; python_version >= "3.12" and python_version < "4.0" -protobuf==5.29.5 ; python_version >= "3.12" and python_version < "4.0" -psutil==7.1.3 ; python_version >= "3.12" and python_version < "4.0" -psycopg-pool==3.3.0 ; python_version >= "3.12" and python_version < "4.0" -psycopg2-binary==2.9.11 ; python_version >= "3.12" and python_version < "4.0" -psycopg==3.3.2 ; python_version >= "3.12" and python_version < "4.0" -pyasn1-modules==0.4.2 ; python_version >= "3.12" and python_version < "4.0" -pyasn1==0.6.2 ; python_version >= "3.12" and python_version < "4.0" -pycparser==3.0 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy" and implementation_name != "PyPy" -pydantic-core==2.27.2 ; python_version >= "3.12" and python_version < "4.0" -pydantic-settings==2.11.0 ; python_version >= "3.12" and python_version < "4.0" -pydantic==2.10.5 ; python_version >= "3.12" and python_version < "4.0" -pygments==2.19.2 ; python_version >= "3.12" and python_version < "4.0" -pyperclip==1.11.0 ; python_version >= "3.12" and python_version < "4.0" -python-dateutil==2.8.2 ; python_version >= "3.12" and python_version < "4.0" -python-dotenv==1.1.1 ; python_version >= "3.12" and python_version < "4.0" -python-multipart==0.0.20 ; python_version >= "3.12" and python_version < "4.0" -pytz==2025.2 ; python_version >= "3.12" and python_version < "4.0" -pywin32==311 ; python_version >= "3.12" and python_version < "4.0" and (sys_platform == "win32" or platform_system == "Windows") -pyyaml==6.0.3 ; python_version >= "3.12" and python_version < "4.0" -qdrant-client==1.12.1 ; python_version >= "3.13" and python_version < "4.0" +posthog==7.6.0 ; python_version >= "3.12" and python_version < "3.15" +prompt-toolkit==3.0.52 ; python_version >= "3.12" and python_version < "3.15" +propcache==0.4.1 ; python_version >= "3.12" and python_version < "3.15" +protobuf==6.33.6 ; python_version >= "3.12" and python_version < "3.15" +psutil==7.1.3 ; python_version >= "3.12" and python_version < "3.15" +psycopg-pool==3.3.0 ; python_version >= "3.12" and python_version < "3.15" +psycopg2-binary==2.9.11 ; python_version >= "3.12" and python_version < "3.15" +psycopg==3.3.2 ; python_version >= "3.12" and python_version < "3.15" +pyasn1-modules==0.4.2 ; python_version >= "3.12" and python_version < "3.15" +pyasn1==0.6.2 ; python_version >= "3.12" and python_version < "3.15" +pycparser==3.0 ; python_version >= "3.12" and python_version < "3.15" and platform_python_implementation != "PyPy" and implementation_name != "PyPy" +pydantic-core==2.27.2 ; python_version >= "3.12" and python_version < "3.15" +pydantic-settings==2.11.0 ; python_version >= "3.12" and python_version < "3.15" +pydantic==2.10.5 ; python_version >= "3.12" and python_version < "3.15" +pygments==2.19.2 ; python_version >= "3.12" and python_version < "3.15" +pyjwt==2.12.1 ; python_version >= "3.12" and python_version < "3.15" +pyperclip==1.11.0 ; python_version >= "3.12" and python_version < "3.15" +python-dateutil==2.8.2 ; python_version >= "3.12" and python_version < "3.15" +python-dotenv==1.2.2 ; python_version >= "3.12" and python_version < "3.15" +python-multipart==0.0.20 ; python_version >= "3.12" and python_version < "3.15" +pytz==2025.2 ; python_version >= "3.12" and python_version < "3.15" +pywin32==311 ; python_version >= "3.12" and python_version < "3.15" and (sys_platform == "win32" or platform_system == "Windows") +pyyaml==6.0.3 ; python_version >= "3.12" and python_version < "3.15" +qdrant-client==1.12.1 ; python_version >= "3.13" and python_version < "3.15" qdrant-client==1.16.2 ; python_version == "3.12" -referencing==0.37.0 ; python_version >= "3.12" and python_version < "4.0" -regex==2025.9.18 ; python_version >= "3.12" and python_version < "4.0" -requests-toolbelt==1.0.0 ; python_version >= "3.12" and python_version < "4.0" -requests==2.32.5 ; python_version >= "3.12" and python_version < "4.0" -rich==14.2.0 ; python_version >= "3.12" and python_version < "4.0" -rpds-py==0.27.1 ; python_version >= "3.12" and python_version < "4.0" -rsa==4.9.1 ; python_version >= "3.12" and python_version < "4.0" -runloop-api-client==1.2.0 ; python_version >= "3.12" and python_version < "4.0" -safetensors==0.6.2 ; python_version >= "3.12" and python_version < "4.0" -scikit-learn==1.7.2 ; python_version >= "3.12" and python_version < "4.0" -scipy==1.16.2 ; python_version >= "3.12" and python_version < "4.0" -sentence-transformers==5.1.1 ; python_version >= "3.12" and python_version < "4.0" -setuptools==80.9.0 ; python_version >= "3.13" and python_version < "4.0" -shellingham==1.5.4 ; python_version >= "3.12" and python_version < "4.0" -six==1.17.0 ; python_version >= "3.12" and python_version < "4.0" -sniffio==1.3.1 ; python_version >= "3.12" and python_version < "4.0" -soupsieve==2.8.1 ; python_version >= "3.12" and python_version < "4.0" -sqlalchemy==2.0.45 ; python_version >= "3.12" and python_version < "4.0" -sqlite-vec==0.1.6 ; python_version >= "3.12" and python_version < "4.0" -sse-starlette==3.0.2 ; python_version >= "3.12" and python_version < "4.0" -starlette==0.47.3 ; python_version >= "3.12" and python_version < "4.0" -sympy==1.14.0 ; python_version >= "3.12" and python_version < "4.0" -synchronicity==0.10.5 ; python_version >= "3.12" and python_version < "4.0" -tavily-python==0.7.22 ; python_version >= "3.12" and python_version < "4.0" -tenacity==9.1.2 ; python_version >= "3.12" and python_version < "4.0" -textual-autocomplete==4.0.6 ; python_version >= "3.12" and python_version < "4.0" -textual==8.0.0 ; python_version >= "3.12" and python_version < "4.0" -threadpoolctl==3.6.0 ; python_version >= "3.12" and python_version < "4.0" -tiktoken==0.12.0 ; python_version >= "3.12" and python_version < "4.0" -tokenizers==0.22.1 ; python_version >= "3.12" and python_version < "4.0" -toml==0.10.2 ; python_version >= "3.12" and python_version < "4.0" -tomli-w==1.2.0 ; python_version >= "3.12" and python_version < "4.0" -torch==2.2.0 ; python_version >= "3.12" and python_version < "4.0" -tqdm==4.67.1 ; python_version >= "3.12" and python_version < "4.0" -transformers==4.57.1 ; python_version >= "3.12" and python_version < "4.0" -triton==2.2.0 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine == "x86_64" -typer==0.20.1 ; python_version >= "3.12" and python_version < "4.0" -types-certifi==2021.10.8.3 ; python_version >= "3.12" and python_version < "4.0" -types-toml==0.10.8.20240310 ; python_version >= "3.12" and python_version < "4.0" -typing-extensions==4.15.0 ; python_version >= "3.12" and python_version < "4.0" -typing-inspection==0.4.2 ; python_version >= "3.12" and python_version < "4.0" -tzdata==2025.2 ; python_version >= "3.12" and python_version < "4.0" -uc-micro-py==2.0.0 ; python_version >= "3.12" and python_version < "4.0" -urllib3==2.5.0 ; python_version >= "3.12" and python_version < "4.0" -uuid-utils==0.12.0 ; python_version >= "3.12" and python_version < "4.0" -uvicorn==0.35.0 ; python_version >= "3.12" and python_version < "4.0" -uvloop==0.22.1 ; python_version >= "3.12" and python_version < "4.0" -watchfiles==1.1.1 ; python_version >= "3.12" and python_version < "4.0" -wcmatch==10.1 ; python_version >= "3.12" and python_version < "4.0" -wcwidth==0.2.14 ; python_version >= "3.12" and python_version < "4.0" -websockets==15.0.1 ; python_version >= "3.12" and python_version < "4.0" -wrapt==2.0.1 ; python_version >= "3.12" and python_version < "4.0" -wsgidav==4.3.3 ; python_version >= "3.12" and python_version < "4.0" -xlrd==2.0.2 ; python_version >= "3.12" and python_version < "4.0" -xxhash==3.6.0 ; python_version >= "3.12" and python_version < "4.0" -yarl==1.22.0 ; python_version >= "3.12" and python_version < "4.0" -zstandard==0.25.0 ; python_version >= "3.12" and python_version < "4.0" +referencing==0.37.0 ; python_version >= "3.12" and python_version < "3.15" +regex==2025.9.18 ; python_version >= "3.12" and python_version < "3.15" +requests-toolbelt==1.0.0 ; python_version >= "3.12" and python_version < "3.15" +requests==2.32.5 ; python_version >= "3.12" and python_version < "3.15" +rich==14.2.0 ; python_version >= "3.12" and python_version < "3.15" +rpds-py==0.27.1 ; python_version >= "3.12" and python_version < "3.15" +rsa==4.9.1 ; python_version >= "3.12" and python_version < "3.15" +safetensors==0.6.2 ; python_version >= "3.12" and python_version < "3.15" +scikit-learn==1.7.2 ; python_version >= "3.12" and python_version < "3.15" +scipy==1.16.2 ; python_version >= "3.12" and python_version < "3.15" +sentence-transformers==5.1.1 ; python_version >= "3.12" and python_version < "3.15" +setuptools==80.9.0 ; python_version >= "3.12" and python_version < "3.15" +six==1.17.0 ; python_version >= "3.12" and python_version < "3.15" +sniffio==1.3.1 ; python_version >= "3.12" and python_version < "3.15" +soupsieve==2.8.1 ; python_version >= "3.12" and python_version < "3.15" +sqlalchemy==2.0.45 ; python_version >= "3.12" and python_version < "3.15" +sqlite-vec==0.1.6 ; python_version >= "3.12" and python_version < "3.15" +sse-starlette==3.0.2 ; python_version >= "3.12" and python_version < "3.15" +starlette==0.47.3 ; python_version >= "3.12" and python_version < "3.15" +structlog==25.5.0 ; python_version >= "3.12" and python_version < "3.15" +sympy==1.14.0 ; python_version >= "3.12" and python_version < "3.15" +tavily-python==0.7.22 ; python_version >= "3.12" and python_version < "3.15" +tenacity==9.1.2 ; python_version >= "3.12" and python_version < "3.15" +textual-autocomplete==4.0.6 ; python_version >= "3.12" and python_version < "3.15" +textual-speedups==0.2.1 ; python_version >= "3.12" and python_version < "3.15" +textual==8.0.0 ; python_version >= "3.12" and python_version < "3.15" +threadpoolctl==3.6.0 ; python_version >= "3.12" and python_version < "3.15" +tiktoken==0.12.0 ; python_version >= "3.12" and python_version < "3.15" +tokenizers==0.22.1 ; python_version >= "3.12" and python_version < "3.15" +tomli-w==1.2.0 ; python_version >= "3.12" and python_version < "3.15" +torch==2.2.0 ; python_version >= "3.12" and python_version < "3.15" +tqdm==4.67.1 ; python_version >= "3.12" and python_version < "3.15" +transformers==4.57.1 ; python_version >= "3.12" and python_version < "3.15" +triton==2.2.0 ; python_version >= "3.12" and python_version < "3.15" and platform_system == "Linux" and platform_machine == "x86_64" +truststore==0.10.4 ; python_version >= "3.12" and python_version < "3.15" +typing-extensions==4.15.0 ; python_version >= "3.12" and python_version < "3.15" +typing-inspection==0.4.2 ; python_version >= "3.12" and python_version < "3.15" +tzdata==2025.2 ; python_version >= "3.12" and python_version < "3.15" +uc-micro-py==2.0.0 ; python_version >= "3.12" and python_version < "3.15" +urllib3==2.5.0 ; python_version >= "3.12" and python_version < "3.15" +uuid-utils==0.12.0 ; python_version >= "3.12" and python_version < "3.15" +uvicorn==0.35.0 ; python_version >= "3.12" and python_version < "3.15" +uvloop==0.22.1 ; python_version >= "3.12" and python_version < "3.15" +watchfiles==1.1.1 ; python_version >= "3.12" and python_version < "3.15" +wcmatch==10.1 ; python_version >= "3.12" and python_version < "3.15" +wcwidth==0.2.14 ; python_version >= "3.12" and python_version < "3.15" +websockets==15.0.1 ; python_version >= "3.12" and python_version < "3.15" +wsgidav==4.3.3 ; python_version >= "3.12" and python_version < "3.15" +xlrd==2.0.2 ; python_version >= "3.12" and python_version < "3.15" +xxhash==3.6.0 ; python_version >= "3.12" and python_version < "3.15" +yarl==1.22.0 ; python_version >= "3.12" and python_version < "3.15" +zipp==3.23.0 ; python_version >= "3.12" and python_version < "3.15" +zstandard==0.25.0 ; python_version >= "3.12" and python_version < "3.15"