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Prompt caching anthropic#29

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fernandocratejoy wants to merge 30 commits intoaelaguiz:mainaelaguiz/langdspy:mainfrom fernandocratejoy:prompt-caching-anthropicfernandocratejoy/langdspy:prompt-caching-anthropicCopy head branch name to clipboard

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Commits on Aug 30, 2024

• feat: Add Anthropic chat model integration

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• feat: Modify Anthropic prompt formatting in PromptRunner

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• feat: Update prompt_runners.py to simplify Anthropic LLM invocation

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• fix: Add error handling to PromptRunner class

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• fix: Improve error handling in _invoke_with_retries method

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• fix: Handle 'openai_json' case in _execute_prompt method

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• fix: Simplify condition for handling 'anthropic' and 'openai_json' cases in _execute_prompt

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• fix: remove config parameter from chain.invoke calls

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• feat: Add logging and error handling to PromptRunner.invoke method

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• fix: Add detailed error logging in _execute_prompt method

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• fix: Add error handling and logging to PromptRunner.invoke

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• fix: Update invoke method in PromptRunner class

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• feat: Update PromptRunner to use current LangChain API

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• fix: Handle LLM configuration in PromptRunner.invoke

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• feat: Update PromptRunner invoke method to use current LangChain API

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• feat: Refactor prompt strategy to use SystemMessage and HumanMessage

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• fix: Add input validation to PromptSignature class

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• fix: Handle optional input fields in PromptSignature._validate_input

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• fix: Handle empty input variables in PromptSignature

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• feat: Add PromptGenerateState and GenerateState classes to langdspy/prompt_strategies.py

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• fix: Handle list input in PromptRunner.invoke

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• fix: Handle different types of formatted_prompt in PromptRunner.invoke

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• fix: update PromptRunner to handle formatted_prompt correctly

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• feat: Refactor prompt runner to handle list of messages and improve invocation

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• fix: Handle AIMessage object returned by LLM

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• fix: Remove unused imports and code in prompt_strategies.py

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• fix: Handle AIMessage objects in output parsing

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Commits on Sep 2, 2024

• feat: Add support for parsing dictionary output in DefaultPromptStrategy

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• fix: Ensure all output fields are present in parsed_fields

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Commits on Sep 3, 2024

• Caching examples and input description for Anthropic

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