diff --git a/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Create_Summary.py b/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Create_Summary.py new file mode 100644 index 0000000..77db698 --- /dev/null +++ b/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Create_Summary.py @@ -0,0 +1,49 @@ +from pydantic import BaseModel + +from osbot_llms.llms.prompt_to_json.Prompt_To_Json__Open_AI import Prompt_To_Json__Open_AI +from osbot_utils.base_classes.Type_Safe import Type_Safe + + +class Model__Response_Format__Json_Prompt__Create_Summary(BaseModel): + summary: str + keywords: list[str] + +class Json_Prompt__Create_Summary(Type_Safe): + prompt_to_json : Prompt_To_Json__Open_AI + response_format : type = None + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.response_format = Model__Response_Format__Json_Prompt__Create_Summary + + + def create_summary(self, target_text: str): + with self.prompt_to_json as _: + _.set_model__gpt_4o_mini ( ) + _.set_response_format (self.response_format) + _.add_message__system (self.system_prompt()) + _.add_message__user (target_text ) + + return _.invoke() + + def system_prompt(self): + return """ +You are a precise text summarization system. Follow these rules exactly: + +1. ONLY use information explicitly stated in the input text +2. DO NOT add any external knowledge, context, or assumptions +3. DO NOT include any dates, statistics, or specific details unless they appear verbatim in the text +4. DO NOT make generalizations about the topic +5. DO NOT add explanatory or background information +6. For keywords: + - ONLY extract words/phrases that appear in the original text + - List them in order of appearance + - DO NOT add related terms or categories + - Limit to 5 keywords maximum + +FORMAT: +- Summary: One or two sentences using only information from the text +- Keywords: Maximum 5 terms that appear verbatim in the text + +If the input text is too short or lacks sufficient content, just provide a very short summary: +""" diff --git a/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Validate_Summary.py b/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Validate_Summary.py new file mode 100644 index 0000000..3eed8ce --- /dev/null +++ b/osbot_llms/llms/prompt_to_json/use_cases/Json_Prompt__Validate_Summary.py @@ -0,0 +1,44 @@ +from pydantic import BaseModel +from osbot_llms.llms.prompt_to_json.Prompt_To_Json__Open_AI import Prompt_To_Json__Open_AI +from osbot_utils.base_classes.Type_Safe import Type_Safe + +class Model__Response_Format__Json_Prompt__Validate_Summary(BaseModel): + is_valid : bool + confidence : float + quality : float + issues_found : list[str] + +class Json_Prompt__Validate_Summary(Type_Safe): + prompt_to_json : Prompt_To_Json__Open_AI + response_format : type = None + + def __init__(self, **kwargs): + super().__init__(**kwargs) + self.response_format = Model__Response_Format__Json_Prompt__Validate_Summary + + def validate_summary(self, original_text: str, summary: str): + with self.prompt_to_json as _: + _.set_model__gpt_4o_mini() + _.set_response_format(self.response_format) + _.add_message__system(self.system_prompt()) + _.add_message__user(f"""Original Text: +{original_text} + +Summary to validate: +{summary}""") + return _.invoke() + + def system_prompt(self): + return """Analyze if the provided summary accurately represents the original text. +Rules: +1. Check if summary ONLY contains information from original text +2. Verify no external knowledge/assumptions added +3. Confirm dates/stats appear in original +4. Check for over generalizations +5. Look for added explanatory content + +Score explanation: +- confidence: your certainty in the assessment +- quality: how well summary reflects original content + +Return detailed issues list for any problems found.""" \ No newline at end of file diff --git a/osbot_llms/llms/prompt_to_json/use_cases/__init__.py b/osbot_llms/llms/prompt_to_json/use_cases/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/poetry.lock b/poetry.lock index fdd9275..c5fd5f0 100644 --- a/poetry.lock +++ b/poetry.lock @@ -33,17 +33,17 @@ trio = ["trio (>=0.26.1)"] [[package]] name = "boto3" -version = "1.35.41" +version = "1.35.62" description = "The AWS SDK for Python" optional = false python-versions = ">=3.8" files = [ - {file = "boto3-1.35.41-py3-none-any.whl", hash = "sha256:2bf7e7f376aee52155fc4ae4487f29333a6bcdf3a05c3bc4fede10b972d951a6"}, - {file = "boto3-1.35.41.tar.gz", hash = "sha256:e74bc6d69c04ca611b7f58afe08e2ded6cb6504a4a80557b656abeefee395f88"}, + {file = 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Organizations must obtain explicit consent, maintain records, implement privacy measures, report breaches, conduct impact assessments, and appoint a DPO if necessary. Individuals have several rights, including access, rectification, erasure, and portability. Technical measures such as encryption, security testing, and access controls are mandatory. Documentation is required for various processes, and international data transfers must follow specific guidelines.""" + diff --git a/tests/integration/llms/prompt_to_json/use_cases/test_Json_Prompt__Validate_Summary.py b/tests/integration/llms/prompt_to_json/use_cases/test_Json_Prompt__Validate_Summary.py new file mode 100644 index 0000000..dfc6ead --- /dev/null +++ b/tests/integration/llms/prompt_to_json/use_cases/test_Json_Prompt__Validate_Summary.py @@ -0,0 +1,37 @@ +from unittest import TestCase +from osbot_llms.llms.prompt_to_json.Prompt_To_Json__Open_AI import Prompt_To_Json__Open_AI +from osbot_llms.llms.prompt_to_json.use_cases.Json_Prompt__Validate_Summary import Json_Prompt__Validate_Summary, \ + Model__Response_Format__Json_Prompt__Validate_Summary + +class test_Json_Prompt__Validate_Summary(TestCase): + + @classmethod + def setUpClass(cls) -> None: + cls.validate_summary = Json_Prompt__Validate_Summary() + + def test__init__(self): + with self.validate_summary as _: + assert _.response_format is Model__Response_Format__Json_Prompt__Validate_Summary + assert type(_.prompt_to_json ) is Prompt_To_Json__Open_AI + + def test_validate_summary__valid(self): + original_text = """A recent study of coral reefs in the Pacific Ocean has documented significant changes in biodiversity. Researchers observed a 15% decline in fish species and a 23% reduction in coral coverage over the past decade. The primary factors identified were rising water temperatures and increased ocean acidification.""" + valid_summary = """A Pacific Ocean coral reef study found 15% fish species decline and 23% coral coverage reduction over a decade, attributed to water temperature rise and ocean acidification.""" + with self.validate_summary as _: + response = _.validate_summary(original_text, valid_summary) + #pprint(response) + assert response['model'].is_valid == True + assert response['model'].confidence > 0.8 + assert response['model'].quality > 0.7 + assert len(response['model'].issues_found) == 0 + + def test_validate_summary__invalid(self): + original_text = """A recent study of coral reefs in the Pacific Ocean has documented significant changes in biodiversity. Researchers observed a 15% decline in fish species and a 23% reduction in coral coverage over the past decade. The primary factors identified were rising water temperatures and increased ocean acidification.""" + invalid_summary = """Global warming has devastated Pacific Ocean coral reefs, with studies showing massive declines in marine life of up to 50%. Scientists warn this could lead to ecosystem collapse by 2050 if immediate action isn't taken to reduce carbon emissions.""" + + + with self.validate_summary as _: + response = _.validate_summary(original_text, invalid_summary) + #pprint(response) + assert response['model'].is_valid == False + assert len(response['model'].issues_found) > 0 \ No newline at end of file diff --git a/tests/integration/testing/test_TestCase__S3_Minio__Temp_S3_Bucket.py b/tests/integration/testing/test_TestCase__S3_Minio__Temp_S3_Bucket.py index 9223234..b0cc0d2 100644 --- a/tests/integration/testing/test_TestCase__S3_Minio__Temp_S3_Bucket.py +++ b/tests/integration/testing/test_TestCase__S3_Minio__Temp_S3_Bucket.py @@ -1,14 +1,9 @@ -import pytest - from osbot_aws.AWS_Config import aws_config -from osbot_aws.aws.s3.S3__DB_Base import S3__DB_Base, S3_DB_BASE__BUCKET_NAME__PREFIX, S3_DB_BASE__SERVER_NAME, \ - S3_DB_BASE__BUCKET_NAME__SUFFIX +from osbot_aws.aws.s3.S3__DB_Base import S3__DB_Base, S3_DB_BASE__BUCKET_NAME__PREFIX, S3_DB_BASE__SERVER_NAME, S3_DB_BASE__BUCKET_NAME__SUFFIX from osbot_aws.testing.TestCase__S3_Minio__Temp_S3_Bucket import TestCase__S3_Minio__Temp_S3_Bucket from osbot_utils.utils.Env import in_github_action from osbot_utils.utils.Misc import list_set -from osbot_llms.OSBot_LLMs__Server_Config import DEFAULT__SERVER_CONFIG__SERVER_NAME - class test_TestCase__S3_Minio__Temp_Chat_Threads(TestCase__S3_Minio__Temp_S3_Bucket):