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…ext selection rules and guidelines
…emperature configuration in model services
… with retry mechanism for improved reliability
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This pull request introduces several enhancements and fixes across multiple files to improve functionality and add new features. The most significant changes include the addition of a configurable temperature parameter for language models, updates to the context retrieval process to include retry logic, and refinements to the rules for selecting context snippets in the knowledge graph.
Language Model Configuration Updates:
example.env: AddedPROMETHEUS_TEMPERATUREenvironment variable to configure the temperature for the base language model.prometheus/app/dependencies.py: Updatedinitialize_servicesto include the temperature parameter from settings.prometheus/app/services/llm_service.py: Modified__init__andget_modelmethods to support a configurable temperature parameter for all language models. [1] [2] [3]Context Retrieval Improvements:
prometheus/lang_graph/nodes/context_retrieval_subgraph_node.py: Enhanced the__call__method to include retry logic for context retrieval, with configurable maximum attempts and detailed logging for failures.Knowledge Graph Context Selection Refinements:
prometheus/lang_graph/nodes/context_provider_node.py: Updated rules for selecting context snippets, emphasizing focused and relevant pieces of code or documentation under 100 lines, while allowing multiple snippets if necessary. [1] [2]