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Documentation Index

Fetch the complete documentation index at: https://docs.praison.ai/llms.txt

Use this file to discover all available pages before exploring further.

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ContextConfig

Defined in the models module.
AI Agent Complete context management configuration. Merges settings from CLI flags, env vars, and config files.

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Properties

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auto_compact
bool
No description available.
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compact_threshold
float
No description available.
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strategy
OptimizerStrategy
No description available.
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output_reserve
int
No description available.
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history_ratio
float
No description available.
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tool_output_max
int
No description available.
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default_tool_output_max
int
No description available.
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prune_after_tokens
int
No description available.
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protected_tools
List
No description available.
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tool_limits
Dict
No description available.
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monitor
MonitorConfig
No description available.
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keep_recent_turns
int
No description available.
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llm_summarize
bool
No description available.
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smart_tool_summarize
bool
No description available.
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session_tracking
bool
No description available.
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track_summary
bool
No description available.
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track_goal
bool
No description available.
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track_plan
bool
No description available.
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track_progress
bool
No description available.
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aggregate_memory
bool
No description available.
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aggregate_sources
List
No description available.
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aggregate_max_tokens
int
No description available.
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compression_min_gain_pct
float
No description available.
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compression_max_attempts
int
No description available.
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tool_budgets
Dict
No description available.
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tool_summarize_limits
Dict
No description available.
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estimation_mode
str
No description available.
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log_estimation_mismatch
bool
No description available.
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mismatch_threshold_pct
float
No description available.
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monitor_enabled
bool
No description available.
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monitor_path
str
No description available.
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monitor_format
str
No description available.
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monitor_frequency
str
No description available.
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monitor_write_mode
str
No description available.
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redact_sensitive
bool
No description available.
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snapshot_timing
str
No description available.
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allow_absolute_paths
bool
No description available.
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source
str
No description available.

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Methods

for_recipe()

Preset for recipe/workflow use cases with many tool calls.

from_env()

Load config from environment variables.

merge()

Create new config with overrides applied.
  • to_dict: Convert to dictionary.

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Usage

# Enable with defaults
    agent = Agent(instructions="...", context=True)
    
    # Custom configuration
    agent = Agent(
        instructions="...",
        context=ContextConfig(
            auto_compact=True,
            session_tracking=True,      # Track goal/plan/progress
            aggregate_memory=True,       # Concurrent multi-memory fetch
        )
    )

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Source

View on GitHub

praisonaiagents/context/models.py at line 246

Context Concept

Context Management

Context Strategies

Configuration Overview

Agent Config