This release is a pre-release and may not be stable for production use.
Jentic API Tools - LLM
Unified LLM provider abstraction for consistent LLM usage across the Jentic API Tools monorepo. Supports Anthropic Claude, AWS Bedrock, OpenAI, and Google Gemini behind a common interface.
Key Features
The package provides an LLMHelper facade that automatically selects the configured provider and model, with a light_mode option for cheaper operations. Under the hood, each provider implements the LLMProvider abstract base class with a synchronous call method. Response parsing utilities handle markdown fence stripping, JSON extraction, and success field parsing from canonical LLM payloads. A SemanticContextBuilder constructs structured context strings from OpenAPI specs for inclusion in prompts.
Dependencies
Internal: jentic.apitools.common. External: requests, boto3.
Installation
pip install jentic-apitools-llm
Quick Start
from jentic.apitools.llm import LLMHelper
helper = LLMHelper() # Uses settings defaults
response = helper.call_llm("Summarize this API endpoint.")
# Light mode for cheaper operations
helper = LLMHelper(light_mode=True)
response = helper.call_llm("Quick summary.")
Testing
pytest tests -v
1 maintainer
Metadata
1 maintainer
Release files for jentic-apitools-llm 1.0.0a25
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