a digital person for bluesky
cameron.stream
1#!/usr/bin/env python3
2"""
3Create the profiler agent that manages user blocks for void.
4The profiler agent is responsible for updating user memory blocks based on requests from void.
5"""
6import os
7from dotenv import load_dotenv
8from letta import Client
9from utils import create_agent_if_not_exists, upsert_block
10
11load_dotenv()
12
13
14def create_profiler_agent():
15 """Create the profiler agent with specialized memory and tools."""
16 client = Client(base_url=os.getenv("LETTA_BASE_URL", None))
17
18 # Create memory blocks for the profiler
19 profiler_persona = upsert_block(
20 client=client,
21 label="profiler-persona",
22 value="""# Profiler Agent
23
24I am the profiler agent, responsible for managing user memory blocks for the void agent.
25
26## My Role
27- I receive requests from void to update user blocks
28- I maintain accurate and organized information about users
29- I ensure user blocks are properly formatted and within size limits
30- I synthesize new information with existing knowledge
31
32## Key Responsibilities
331. Update user blocks when requested by void
342. Maintain consistency in user block formatting
353. Preserve important existing information while adding new details
364. Keep blocks within the 5000 character limit
375. Organize information logically and clearly
38
39## Communication Style
40- I respond concisely to void's requests
41- I confirm successful updates
42- I alert void if there are any issues
43- I maintain professional and efficient communication
44""",
45 limit=5000
46 )
47
48 profiler_instructions = upsert_block(
49 client=client,
50 label="profiler-instructions",
51 value="""# Instructions for Profiler Agent
52
53## User Block Format
54User blocks should follow this structure:
55```
56# User: [handle]
57
58## Basic Information
59- [Key facts about the user]
60
61## Interaction History
62- [Notable interactions and conversations]
63
64## Preferences & Interests
65- [User's stated preferences, interests, topics they engage with]
66
67## Notes
68- [Any additional relevant information]
69```
70
71## Update Guidelines
721. Always preserve existing valuable information
732. Integrate new information appropriately into existing sections
743. Remove outdated or contradictory information thoughtfully
754. Keep the most recent and relevant information
765. Maintain clear, organized formatting
77
78## When Updating Blocks
79- Read the existing block content first
80- Identify where new information belongs
81- Update or add to appropriate sections
82- Ensure the total content stays under 5000 characters
83- Confirm the update was successful
84""",
85 limit=5000
86 )
87
88 # Create the profiler agent
89 agent = create_agent_if_not_exists(
90 client=client,
91 name="profiler",
92 memory_blocks=[profiler_persona, profiler_instructions],
93 llm_config={
94 "model": "claude-3-5-sonnet-20241022",
95 "model_endpoint_type": "anthropic",
96 "model_endpoint": "https://api.anthropic.com/v1",
97 "context_window": 200000
98 },
99 instructions="""You are the profiler agent. Your job is to manage user memory blocks for the void agent.
100
101When you receive a request to update a user block:
1021. Use the update_user_block tool to modify the specified user's block
1032. Integrate new information appropriately with existing content
1043. Maintain clear organization and formatting
1054. Respond to void confirming the update
106
107Always be concise in your responses to void."""
108 )
109
110 print(f"✓ Created profiler agent: {agent.name} (ID: {agent.id})")
111
112 # Register tools - will be done separately
113 print("\nNext steps:")
114 print("1. Run: python register_tools.py profiler --tools update_user_block")
115 print("2. Run: python register_tools.py void --tools message_profiler")
116
117 return agent
118
119
120if __name__ == "__main__":
121 create_profiler_agent()