Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
Commit ·
e07acd5
1
Parent(s): 8659946
moved config file + small fixes
Browse files
agent/config_claude_mcp.json
DELETED
|
@@ -1,11 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"mcpServers": {
|
| 3 |
-
"huggingface": {
|
| 4 |
-
"type": "http",
|
| 5 |
-
"url": "https://huggingface.co/mcp",
|
| 6 |
-
"headers": {
|
| 7 |
-
"Authorization": "Bearer ${HF_TOKEN}"
|
| 8 |
-
}
|
| 9 |
-
}
|
| 10 |
-
}
|
| 11 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
agent/config_mcp_example copy.json
DELETED
|
@@ -1,19 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"model_name": "anthropic/claude-sonnet-4-5-20250929",
|
| 3 |
-
"mcpServers": {
|
| 4 |
-
"hf-mcp-server": {
|
| 5 |
-
"transport": "http",
|
| 6 |
-
"url": "https://huggingface.co/mcp?login",
|
| 7 |
-
"headers": {
|
| 8 |
-
"Authorization": "Bearer ${HF_TOKEN}"
|
| 9 |
-
}
|
| 10 |
-
},
|
| 11 |
-
"playwright": {
|
| 12 |
-
"transport": "stdio",
|
| 13 |
-
"command": "npx",
|
| 14 |
-
"args": [
|
| 15 |
-
"@playwright/mcp@latest"
|
| 16 |
-
]
|
| 17 |
-
}
|
| 18 |
-
}
|
| 19 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
agent/main.py
CHANGED
|
@@ -193,7 +193,7 @@ async def main():
|
|
| 193 |
ready_event = asyncio.Event()
|
| 194 |
|
| 195 |
# Start agent loop in background
|
| 196 |
-
config_path = Path(__file__).parent / "
|
| 197 |
config = load_config(config_path)
|
| 198 |
|
| 199 |
# Create tool router
|
|
|
|
| 193 |
ready_event = asyncio.Event()
|
| 194 |
|
| 195 |
# Start agent loop in background
|
| 196 |
+
config_path = Path(__file__).parent.parent / "configs" / "main_agent_config.json"
|
| 197 |
config = load_config(config_path)
|
| 198 |
|
| 199 |
# Create tool router
|
agent/tools/_search_agent_tools.py
CHANGED
|
@@ -128,10 +128,10 @@ def _format_exploration_results(
|
|
| 128 |
return result
|
| 129 |
|
| 130 |
|
| 131 |
-
async def
|
| 132 |
"""Main function to explore documentation structure"""
|
| 133 |
start_time = time.perf_counter()
|
| 134 |
-
print(f"[DEBUG]
|
| 135 |
|
| 136 |
# Fetch HTML page
|
| 137 |
html_content = await _fetch_html_page(hf_token, endpoint)
|
|
@@ -149,12 +149,12 @@ async def _explore_docs_structure(hf_token: str, endpoint: str) -> str:
|
|
| 149 |
result = _format_exploration_results(endpoint, result_items)
|
| 150 |
|
| 151 |
total_time = time.perf_counter() - start_time
|
| 152 |
-
print(f"[DEBUG]
|
| 153 |
|
| 154 |
return result
|
| 155 |
|
| 156 |
|
| 157 |
-
async def
|
| 158 |
"""
|
| 159 |
Explore the documentation structure for a given endpoint by parsing the sidebar navigation
|
| 160 |
|
|
@@ -178,7 +178,7 @@ async def explore_docs_structure_handler(arguments: dict[str, Any]) -> tuple[str
|
|
| 178 |
endpoint = endpoint.lstrip("/")
|
| 179 |
|
| 180 |
try:
|
| 181 |
-
result = await
|
| 182 |
return result, True
|
| 183 |
|
| 184 |
except httpx.HTTPStatusError as e:
|
|
@@ -555,10 +555,10 @@ async def hf_docs_fetch_handler(arguments: dict[str, Any]) -> tuple[str, bool]:
|
|
| 555 |
|
| 556 |
# Tool specifications for the search sub-agent
|
| 557 |
|
| 558 |
-
|
| 559 |
-
"name": "
|
| 560 |
"description": (
|
| 561 |
-
"Explore the
|
| 562 |
"Select an endpoint from the available options and get a list of all documentation pages "
|
| 563 |
"with their titles, URLs, and a 300-character glimpse of each page. "
|
| 564 |
"Use this to discover what documentation is available before fetching specific pages."
|
|
@@ -695,9 +695,9 @@ HF_DOCS_FETCH_TOOL_SPEC = {
|
|
| 695 |
"name": "fetch_hf_docs",
|
| 696 |
"description": (
|
| 697 |
"Fetch the full content of a specific HF documentation page. "
|
| 698 |
-
"Provide the full URL to the doc page (e.g., from
|
| 699 |
"Returns the complete markdown content of that page. "
|
| 700 |
-
"Use
|
| 701 |
),
|
| 702 |
"parameters": {
|
| 703 |
"type": "object",
|
|
|
|
| 128 |
return result
|
| 129 |
|
| 130 |
|
| 131 |
+
async def explore_hf_docs(hf_token: str, endpoint: str) -> str:
|
| 132 |
"""Main function to explore documentation structure"""
|
| 133 |
start_time = time.perf_counter()
|
| 134 |
+
print(f"[DEBUG] explore_hf_docs: Starting for endpoint '{endpoint}'")
|
| 135 |
|
| 136 |
# Fetch HTML page
|
| 137 |
html_content = await _fetch_html_page(hf_token, endpoint)
|
|
|
|
| 149 |
result = _format_exploration_results(endpoint, result_items)
|
| 150 |
|
| 151 |
total_time = time.perf_counter() - start_time
|
| 152 |
+
print(f"[DEBUG] explore_hf_docs: Total time {total_time:.2f}s")
|
| 153 |
|
| 154 |
return result
|
| 155 |
|
| 156 |
|
| 157 |
+
async def explore_hf_docs_handler(arguments: dict[str, Any]) -> tuple[str, bool]:
|
| 158 |
"""
|
| 159 |
Explore the documentation structure for a given endpoint by parsing the sidebar navigation
|
| 160 |
|
|
|
|
| 178 |
endpoint = endpoint.lstrip("/")
|
| 179 |
|
| 180 |
try:
|
| 181 |
+
result = await explore_hf_docs(hf_token, endpoint)
|
| 182 |
return result, True
|
| 183 |
|
| 184 |
except httpx.HTTPStatusError as e:
|
|
|
|
| 555 |
|
| 556 |
# Tool specifications for the search sub-agent
|
| 557 |
|
| 558 |
+
EXPLORE_HF_DOCS_TOOL_SPEC = {
|
| 559 |
+
"name": "explore_hf_docs",
|
| 560 |
"description": (
|
| 561 |
+
"Explore the Hugging Face documentation at a glance. "
|
| 562 |
"Select an endpoint from the available options and get a list of all documentation pages "
|
| 563 |
"with their titles, URLs, and a 300-character glimpse of each page. "
|
| 564 |
"Use this to discover what documentation is available before fetching specific pages."
|
|
|
|
| 695 |
"name": "fetch_hf_docs",
|
| 696 |
"description": (
|
| 697 |
"Fetch the full content of a specific HF documentation page. "
|
| 698 |
+
"Provide the full URL to the doc page (e.g., from explore_hf_docs results). "
|
| 699 |
"Returns the complete markdown content of that page. "
|
| 700 |
+
"Use explore_hf_docs first to discover available pages."
|
| 701 |
),
|
| 702 |
"parameters": {
|
| 703 |
"type": "object",
|
agent/tools/search_docs_tool.py
CHANGED
|
@@ -8,26 +8,50 @@ from typing import Any
|
|
| 8 |
|
| 9 |
from litellm.utils import get_max_tokens
|
| 10 |
|
| 11 |
-
from agent.config import Config
|
| 12 |
from agent.core.session import Session
|
| 13 |
|
| 14 |
|
| 15 |
-
async def create_search_tool_router():
|
| 16 |
"""
|
| 17 |
Create a ToolRouter instance for the search sub-agent
|
| 18 |
Async because OpenAPI tool needs to fetch and parse spec at initialization
|
|
|
|
|
|
|
|
|
|
| 19 |
"""
|
| 20 |
# Import at runtime to avoid circular dependency
|
|
|
|
|
|
|
| 21 |
from agent.core.tools import ToolRouter
|
| 22 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 23 |
class SearchDocsToolRouter(ToolRouter):
|
| 24 |
"""Specialized ToolRouter for the search sub-agent"""
|
| 25 |
|
| 26 |
-
def __init__(self):
|
| 27 |
self.tools: dict[str, Any] = {}
|
| 28 |
self.mcp_servers: dict[str, dict[str, Any]] = {}
|
| 29 |
self._mcp_initialized = False
|
| 30 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 31 |
|
| 32 |
async def initialize_tools(self):
|
| 33 |
"""Initialize tools asynchronously"""
|
|
@@ -35,7 +59,28 @@ async def create_search_tool_router():
|
|
| 35 |
for tool in tools:
|
| 36 |
self.register_tool(tool)
|
| 37 |
|
| 38 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 39 |
await router.initialize_tools()
|
| 40 |
return router
|
| 41 |
|
|
@@ -57,37 +102,51 @@ async def search_docs_handler(arguments: dict[str, Any]) -> tuple[str, bool]:
|
|
| 57 |
|
| 58 |
try:
|
| 59 |
# Import at runtime to avoid circular dependency
|
|
|
|
|
|
|
|
|
|
| 60 |
from agent.context_manager.manager import ContextManager
|
| 61 |
from agent.core.agent_loop import Handlers
|
| 62 |
|
| 63 |
# Create a queue for events from the sub-agent
|
| 64 |
sub_event_queue = asyncio.Queue()
|
| 65 |
|
| 66 |
-
#
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
# Create config for sub-agent (using same model as main agent)
|
| 70 |
-
sub_config = Config(
|
| 71 |
-
model_name="anthropic/claude-haiku-4-5",
|
| 72 |
)
|
|
|
|
| 73 |
|
| 74 |
-
#
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
untouched_messages=5,
|
| 86 |
-
prompt_file_suffix="search_docs_system_prompt.yaml",
|
| 87 |
-
),
|
| 88 |
-
)
|
| 89 |
|
| 90 |
async with search_tool_router:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 91 |
# Run the sub-agent
|
| 92 |
result = await Handlers.run_agent(
|
| 93 |
session=sub_session, text=query, max_iterations=30
|
|
@@ -106,7 +165,7 @@ async def search_docs_handler(arguments: dict[str, Any]) -> tuple[str, bool]:
|
|
| 106 |
SEARCH_DOCS_TOOL_SPEC = {
|
| 107 |
"name": "search_docs",
|
| 108 |
"description": (
|
| 109 |
-
"Intelligently search HF documentation for libraries, repositories, and best practices with an agent that has access to:
|
| 110 |
"The agent acts like your personal search assistant. "
|
| 111 |
"Using the search agent is necessary to give the best quality answer to the user's question. Most questions require a search to get the best information on code examples.\n\n"
|
| 112 |
"WHEN TO USE THIS TOOL:\n"
|
|
@@ -137,8 +196,6 @@ SEARCH_DOCS_TOOL_SPEC = {
|
|
| 137 |
}
|
| 138 |
|
| 139 |
|
| 140 |
-
|
| 141 |
-
|
| 142 |
async def make_search_agent_tools():
|
| 143 |
"""
|
| 144 |
Create a list of tools for the search agent
|
|
@@ -147,10 +204,10 @@ async def make_search_agent_tools():
|
|
| 147 |
# Import at runtime to avoid circular dependency
|
| 148 |
from agent.core.tools import ToolSpec
|
| 149 |
from agent.tools._search_agent_tools import (
|
| 150 |
-
|
| 151 |
HF_DOCS_FETCH_TOOL_SPEC,
|
| 152 |
_get_api_search_tool_spec,
|
| 153 |
-
|
| 154 |
hf_docs_fetch_handler,
|
| 155 |
search_openapi_handler,
|
| 156 |
)
|
|
@@ -160,10 +217,10 @@ async def make_search_agent_tools():
|
|
| 160 |
|
| 161 |
return [
|
| 162 |
ToolSpec(
|
| 163 |
-
name=
|
| 164 |
-
description=
|
| 165 |
-
parameters=
|
| 166 |
-
handler=
|
| 167 |
),
|
| 168 |
ToolSpec(
|
| 169 |
name=HF_DOCS_FETCH_TOOL_SPEC["name"],
|
|
|
|
| 8 |
|
| 9 |
from litellm.utils import get_max_tokens
|
| 10 |
|
|
|
|
| 11 |
from agent.core.session import Session
|
| 12 |
|
| 13 |
|
| 14 |
+
async def create_search_tool_router(github_mcp_config: dict[str, Any] | None = None):
|
| 15 |
"""
|
| 16 |
Create a ToolRouter instance for the search sub-agent
|
| 17 |
Async because OpenAPI tool needs to fetch and parse spec at initialization
|
| 18 |
+
|
| 19 |
+
Args:
|
| 20 |
+
github_mcp_config: Optional GitHub MCP server configuration
|
| 21 |
"""
|
| 22 |
# Import at runtime to avoid circular dependency
|
| 23 |
+
from fastmcp import Client
|
| 24 |
+
|
| 25 |
from agent.core.tools import ToolRouter
|
| 26 |
|
| 27 |
+
# List of allowed GitHub MCP tools
|
| 28 |
+
ALLOWED_GITHUB_TOOLS = {
|
| 29 |
+
"list_pull_requests",
|
| 30 |
+
"list_issues",
|
| 31 |
+
"search_code",
|
| 32 |
+
"search_issues",
|
| 33 |
+
"search_repositories",
|
| 34 |
+
"search_users",
|
| 35 |
+
"get_pull_request_status",
|
| 36 |
+
"get_pull_request_reviews",
|
| 37 |
+
"get_pull_request",
|
| 38 |
+
"get_issue",
|
| 39 |
+
"get_file_contents",
|
| 40 |
+
}
|
| 41 |
+
|
| 42 |
class SearchDocsToolRouter(ToolRouter):
|
| 43 |
"""Specialized ToolRouter for the search sub-agent"""
|
| 44 |
|
| 45 |
+
def __init__(self, github_mcp_config: dict[str, Any] | None = None):
|
| 46 |
self.tools: dict[str, Any] = {}
|
| 47 |
self.mcp_servers: dict[str, dict[str, Any]] = {}
|
| 48 |
self._mcp_initialized = False
|
| 49 |
+
|
| 50 |
+
# Initialize MCP client with GitHub server if provided
|
| 51 |
+
if github_mcp_config:
|
| 52 |
+
self.mcp_client = Client({"mcpServers": github_mcp_config})
|
| 53 |
+
else:
|
| 54 |
+
self.mcp_client = None
|
| 55 |
|
| 56 |
async def initialize_tools(self):
|
| 57 |
"""Initialize tools asynchronously"""
|
|
|
|
| 59 |
for tool in tools:
|
| 60 |
self.register_tool(tool)
|
| 61 |
|
| 62 |
+
async def register_mcp_tools(self) -> None:
|
| 63 |
+
"""Register only allowed GitHub MCP tools"""
|
| 64 |
+
if self.mcp_client is None:
|
| 65 |
+
return
|
| 66 |
+
|
| 67 |
+
tools = await self.mcp_client.list_tools()
|
| 68 |
+
for tool in tools:
|
| 69 |
+
# Only register allowed GitHub tools
|
| 70 |
+
if tool.name in ALLOWED_GITHUB_TOOLS:
|
| 71 |
+
print(f"Registering GitHub MCP Tool: {tool.name}")
|
| 72 |
+
from agent.core.tools import ToolSpec
|
| 73 |
+
|
| 74 |
+
self.register_tool(
|
| 75 |
+
ToolSpec(
|
| 76 |
+
name=tool.name,
|
| 77 |
+
description=tool.description,
|
| 78 |
+
parameters=tool.inputSchema,
|
| 79 |
+
handler=None,
|
| 80 |
+
)
|
| 81 |
+
)
|
| 82 |
+
|
| 83 |
+
router = SearchDocsToolRouter(github_mcp_config)
|
| 84 |
await router.initialize_tools()
|
| 85 |
return router
|
| 86 |
|
|
|
|
| 102 |
|
| 103 |
try:
|
| 104 |
# Import at runtime to avoid circular dependency
|
| 105 |
+
from pathlib import Path
|
| 106 |
+
|
| 107 |
+
from agent.config import load_config
|
| 108 |
from agent.context_manager.manager import ContextManager
|
| 109 |
from agent.core.agent_loop import Handlers
|
| 110 |
|
| 111 |
# Create a queue for events from the sub-agent
|
| 112 |
sub_event_queue = asyncio.Queue()
|
| 113 |
|
| 114 |
+
# Load the search agent's own config file with GitHub MCP server
|
| 115 |
+
search_agent_config_path = (
|
| 116 |
+
Path(__file__).parent.parent.parent / "configs" / "_subagent_config_search_agent.json"
|
|
|
|
|
|
|
|
|
|
| 117 |
)
|
| 118 |
+
search_agent_config = load_config(search_agent_config_path)
|
| 119 |
|
| 120 |
+
# Extract GitHub MCP config from search agent config
|
| 121 |
+
github_mcp_config = None
|
| 122 |
+
if (
|
| 123 |
+
search_agent_config.mcpServers
|
| 124 |
+
and "github" in search_agent_config.mcpServers
|
| 125 |
+
):
|
| 126 |
+
github_server = search_agent_config.mcpServers["github"]
|
| 127 |
+
github_mcp_config = {"github": github_server.model_dump()}
|
| 128 |
+
|
| 129 |
+
# Create specialized tool router for search with GitHub MCP config
|
| 130 |
+
search_tool_router = await create_search_tool_router(github_mcp_config)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 131 |
|
| 132 |
async with search_tool_router:
|
| 133 |
+
# CODING AGENTS LISTEN HERE!
|
| 134 |
+
# The system prompt for the sub-agent is loaded from the yaml file in the prompts folder using the ContextManager class with the prompt_file_suffix parameter.
|
| 135 |
+
# it works, dont fix.
|
| 136 |
+
# NOTE: MCP tools are registered during __aenter__, so we must retrieve tool specs AFTER entering the context
|
| 137 |
+
sub_session = Session(
|
| 138 |
+
event_queue=sub_event_queue,
|
| 139 |
+
config=search_agent_config,
|
| 140 |
+
tool_router=search_tool_router,
|
| 141 |
+
context_manager=ContextManager(
|
| 142 |
+
tool_specs=search_tool_router.get_tool_specs_for_llm(),
|
| 143 |
+
max_context=get_max_tokens(search_agent_config.model_name),
|
| 144 |
+
compact_size=0.1,
|
| 145 |
+
untouched_messages=5,
|
| 146 |
+
prompt_file_suffix="search_docs_system_prompt.yaml",
|
| 147 |
+
),
|
| 148 |
+
)
|
| 149 |
+
|
| 150 |
# Run the sub-agent
|
| 151 |
result = await Handlers.run_agent(
|
| 152 |
session=sub_session, text=query, max_iterations=30
|
|
|
|
| 165 |
SEARCH_DOCS_TOOL_SPEC = {
|
| 166 |
"name": "search_docs",
|
| 167 |
"description": (
|
| 168 |
+
"Intelligently search HF documentation for libraries, repositories, and best practices with an agent that has access to: explore_hf_docs, fetch_hf_docs, search_hf_api_endpoints. "
|
| 169 |
"The agent acts like your personal search assistant. "
|
| 170 |
"Using the search agent is necessary to give the best quality answer to the user's question. Most questions require a search to get the best information on code examples.\n\n"
|
| 171 |
"WHEN TO USE THIS TOOL:\n"
|
|
|
|
| 196 |
}
|
| 197 |
|
| 198 |
|
|
|
|
|
|
|
| 199 |
async def make_search_agent_tools():
|
| 200 |
"""
|
| 201 |
Create a list of tools for the search agent
|
|
|
|
| 204 |
# Import at runtime to avoid circular dependency
|
| 205 |
from agent.core.tools import ToolSpec
|
| 206 |
from agent.tools._search_agent_tools import (
|
| 207 |
+
EXPLORE_HF_DOCS_TOOL_SPEC,
|
| 208 |
HF_DOCS_FETCH_TOOL_SPEC,
|
| 209 |
_get_api_search_tool_spec,
|
| 210 |
+
explore_hf_docs_handler,
|
| 211 |
hf_docs_fetch_handler,
|
| 212 |
search_openapi_handler,
|
| 213 |
)
|
|
|
|
| 217 |
|
| 218 |
return [
|
| 219 |
ToolSpec(
|
| 220 |
+
name=EXPLORE_HF_DOCS_TOOL_SPEC["name"],
|
| 221 |
+
description=EXPLORE_HF_DOCS_TOOL_SPEC["description"],
|
| 222 |
+
parameters=EXPLORE_HF_DOCS_TOOL_SPEC["parameters"],
|
| 223 |
+
handler=explore_hf_docs_handler,
|
| 224 |
),
|
| 225 |
ToolSpec(
|
| 226 |
name=HF_DOCS_FETCH_TOOL_SPEC["name"],
|
configs/_subagent_config_search_agent.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "anthropic/claude-haiku-4-5",
|
| 3 |
+
"mcpServers": {
|
| 4 |
+
"github": {
|
| 5 |
+
"transport": "http",
|
| 6 |
+
"url": "https://api.githubcopilot.com/mcp/",
|
| 7 |
+
"headers": {
|
| 8 |
+
"Authorization": "Bearer ${GITHUB_TOKEN}"
|
| 9 |
+
}
|
| 10 |
+
}
|
| 11 |
+
}
|
| 12 |
+
}
|
agent/config_mcp_example.json → configs/main_agent_config.json
RENAMED
|
File without changes
|