contextF 0.0.6

Efficient context builder

contextF

Efficient context builder. Build relevant context from documents using configurable search patterns and token-aware windowing.

Installation

pip install contextF

For PDF parsing:

pip install contextF[pdf]

Parameters

Search Parameters

• docs_path: Directory containing documents (default: "./docs")
• file_patterns: File types to search (default: [".md", ".txt"])
• max_patterns_per_query: Max search patterns to use (default: 3)
• max_matches_per_file: Max matches per file (default: 3)
• case_sensitive: Case sensitive search (default: false)

Token Parameters

• max_context_tokens: Maximum total context tokens (default: 500000)
• context_window_tokens: Context window size around matches (default: 10000)
• max_file_tokens: Max tokens per file before windowing (default: 200000)
• encoding: Tokenizer encoding (default: "cl100k_base")

LLM Parameters (Optional)

• enabled: Enable LLM pattern generation (default: true)
• model: OpenAI model (default: "gpt-4.1-mini")
• temperature: LLM temperature (default: 0.3)

Documentation

For detailed documentation and code examples, please refer to the README.md file.