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.
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