add deep agent #110
add deep agent #110
Conversation
There was a problem hiding this comment.
Pull Request Overview
This PR adds a new "deep agent" capability to the template, which provides a sophisticated research agent framework with sub-agent orchestration, file management, and task tracking features. The implementation is based on the langchain-ai/deepagents project.
Key changes:
- Adds a complete deep agent core framework with state management, tools, and sub-agent coordination
- Implements a research-focused agent that can conduct thorough research and generate detailed reports
- Integrates the new agent into the LangGraph configuration for deployment
Reviewed Changes
Copilot reviewed 9 out of 9 changed files in this pull request and generated 2 comments.
| File | Description |
|---|---|
| template_langgraph/agents/demo_agents/research_deep_agent.py | Main entry point defining research and critique sub-agents with detailed prompts |
| template_langgraph/agents/demo_agents/deep_agent_core/ | Core framework providing state management, tools, and agent orchestration |
| langgraph.json | Registers the new deep agent in the application configuration |
| docs/references.md | Adds documentation references to the deep agents project |
Comments suppressed due to low confidence (1)
template_langgraph/agents/demo_agents/deep_agent_core/tools.py:14
- The parameter names 'l' and 'r' are ambiguous single-letter variables. Consider renaming to 'left' and 'right' or 'current' and 'new' for better readability.
from template_langgraph.agents.demo_agents.deep_agent_core.state import DeepAgentState, Todo
Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.
|
|
||
| critique_sub_agent = { | ||
| "name": "critique-agent", | ||
| "description": "Used to critique the final report. Give this agent some infomration about how you want it to critique the report.", |
There was a problem hiding this comment.
There is a spelling error in 'infomration'. It should be 'information'.
| "description": "Used to critique the final report. Give this agent some infomration about how you want it to critique the report.", | |
| "description": "Used to critique the final report. Give this agent some information about how you want it to critique the report.", |
Copilot uses AI. Check for mistakes.
| - `description` (used by the main agent to decide whether to call the sub agent) | ||
| - `prompt` (used as the system prompt in the subagent) | ||
| - (optional) `tools` | ||
| state_schema: The schema of the deep agent. Should subclass from template_langgraph.agents.demo_agents.deep_agent_coretate |
There was a problem hiding this comment.
There is a typo in the docstring: 'deep_agent_coretate' should be 'deep_agent_core.state'.
| state_schema: The schema of the deep agent. Should subclass from template_langgraph.agents.demo_agents.deep_agent_coretate | |
| state_schema: The schema of the deep agent. Should subclass from template_langgraph.agents.demo_agents.deep_agent_core.state |
Copilot uses AI. Check for mistakes.
What this PR does / why we need it
Which issue(s) this PR fixes:
Fixes #86
Does this introduce a breaking change?
Pull Request Type
What kind of change does this Pull Request introduce?
How to Test
What to Check
Verify that the following are valid
Additional Information