Comparing tmp/rag4p-0.2.2.tar.gz & tmp/rag4p-0.2.3.tar.gz

filetype from file(1)

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-gzip compressed data, was "rag4p-0.2.2.tar", max compression
+gzip compressed data, was "rag4p-0.2.3.tar", max compression

Comparing rag4p-0.2.2.tar & rag4p-0.2.3.tar

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+-rw-r--r--   0        0        0      262 2024-02-13 22:23:33.009410 rag4p-0.2.3/rag4p/rag/generation/answer_generator.py
+-rw-r--r--   0        0        0        0 2024-02-13 22:24:49.086889 rag4p-0.2.3/rag4p/rag/generation/chat/__init__.py
+-rw-r--r--   0        0        0      875 2024-02-13 22:46:03.836482 rag4p-0.2.3/rag4p/rag/generation/chat/chat_prompt.py
+-rw-r--r--   0        0        0      592 2024-02-15 14:06:38.894059 rag4p-0.2.3/rag4p/rag/generation/observed_answer_generator.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:08:51.049910 rag4p-0.2.3/rag4p/rag/generation/quality/__init__.py
+-rw-r--r--   0        0        0      178 2024-01-21 10:12:21.187448 rag4p-0.2.3/rag4p/rag/generation/quality/answer_from_context_quality.py
+-rw-r--r--   0        0        0      532 2024-02-13 22:23:33.021369 rag4p-0.2.3/rag4p/rag/generation/quality/answer_quality.py
+-rw-r--r--   0        0        0     2448 2024-05-11 10:32:57.692681 rag4p-0.2.3/rag4p/rag/generation/quality/answer_quality_service.py
+-rw-r--r--   0        0        0      418 2024-01-21 09:11:19.307021 rag4p-0.2.3/rag4p/rag/generation/quality/answer_to_question_quality.py
+-rw-r--r--   0        0        0      155 2024-01-28 16:24:26.211097 rag4p-0.2.3/rag4p/rag/generation/question_generator.py
+-rw-r--r--   0        0        0     1710 2024-02-15 14:10:18.771548 rag4p-0.2.3/rag4p/rag/generation/question_generator_service.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:18:42.944968 rag4p-0.2.3/rag4p/rag/model/__init__.py
+-rw-r--r--   0        0        0      494 2024-01-21 16:30:55.882221 rag4p-0.2.3/rag4p/rag/model/chunk.py
+-rw-r--r--   0        0        0      282 2024-02-15 14:10:18.764160 rag4p-0.2.3/rag4p/rag/model/relevant_chunk.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:10:33.450731 rag4p-0.2.3/rag4p/rag/retrieval/__init__.py
+-rw-r--r--   0        0        0      917 2024-02-15 14:20:29.071323 rag4p-0.2.3/rag4p/rag/retrieval/observed_retriever.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:11:00.416743 rag4p-0.2.3/rag4p/rag/retrieval/quality/__init__.py
+-rw-r--r--   0        0        0      259 2024-01-21 12:16:35.290144 rag4p-0.2.3/rag4p/rag/retrieval/quality/question_answer_record.py
+-rw-r--r--   0        0        0      337 2024-01-21 11:47:35.273879 rag4p-0.2.3/rag4p/rag/retrieval/quality/retrieval_quality.py
+-rw-r--r--   0        0        0     1759 2024-05-17 15:11:07.973126 rag4p-0.2.3/rag4p/rag/retrieval/quality/retrieval_quality_service.py
+-rw-r--r--   0        0        0      481 2024-01-17 15:45:56.775642 rag4p-0.2.3/rag4p/rag/retrieval/retrieval_output.py
+-rw-r--r--   0        0        0      500 2024-02-15 14:20:29.076513 rag4p-0.2.3/rag4p/rag/retrieval/retrieval_strategy.py
+-rw-r--r--   0        0        0      897 2024-02-15 14:33:56.290130 rag4p-0.2.3/rag4p/rag/retrieval/retriever.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:13:14.325777 rag4p-0.2.3/rag4p/rag/retrieval/strategies/__init__.py
+-rw-r--r--   0        0        0     1346 2024-02-15 14:18:36.054148 rag4p-0.2.3/rag4p/rag/retrieval/strategies/topn_retrieval_strategy.py
+-rw-r--r--   0        0        0     2563 2024-02-15 14:18:36.048293 rag4p-0.2.3/rag4p/rag/retrieval/strategies/window_retrieval_strategy.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:14:17.876016 rag4p-0.2.3/rag4p/rag/store/__init__.py
+-rw-r--r--   0        0        0      204 2024-02-15 14:22:14.366016 rag4p-0.2.3/rag4p/rag/store/content_store.py
+-rw-r--r--   0        0        0        0 2024-02-13 20:14:47.220156 rag4p-0.2.3/rag4p/rag/store/local/__init__.py
+-rw-r--r--   0        0        0     2814 2024-05-15 14:38:58.769218 rag4p-0.2.3/rag4p/rag/store/local/internal_content_store.py
+-rw-r--r--   0        0        0        0 2024-01-18 17:24:10.044644 rag4p-0.2.3/rag4p/rag/tracker/__init__.py
+-rw-r--r--   0        0        0     1304 2024-01-21 14:50:45.211063 rag4p-0.2.3/rag4p/rag/tracker/rag_observer.py
+-rw-r--r--   0        0        0      108 2024-02-15 14:33:56.284091 rag4p-0.2.3/rag4p/rag/tracker/rag_tracker.py
+-rw-r--r--   0        0        0        0 2024-01-17 16:06:54.281693 rag4p-0.2.3/rag4p/util/__init__.py
+-rw-r--r--   0        0        0     3363 2024-01-21 09:28:32.748688 rag4p-0.2.3/rag4p/util/key_loader.py
+-rw-r--r--   0        0        0      814 2024-02-15 15:32:43.848743 rag4p-0.2.3/rag4p/vasa_content_reader.py
+-rw-r--r--   0        0        0     4337 1970-01-01 00:00:00.000000 rag4p-0.2.3/PKG-INFO

Comparing rag4p-0.2.2/README.md & rag4p-0.2.3/README.md

• Files identical despite different names

Comparing rag4p-0.2.2/pyproject.toml & rag4p-0.2.3/pyproject.toml

• Files 2% similar despite different names

@@ -1,10 +1,10 @@
 [tool.poetry]
 name = "rag4p"
-version = "0.2.2"
+version = "0.2.3"
 description = "This project I use a lot for workshops, it contains some utils for splitters, tokenizers, and a weaviate client that I reuse a lot"
 authors = ["Jettro Coenradie <jettro.coenradie@gmail.com>"]
 readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "^3.10"
 nltk = "^3.8.1"

Comparing rag4p-0.2.2/rag4p/app_complete_local.py & rag4p-0.2.3/rag4p/app_complete_local.py

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Comparing rag4p-0.2.2/rag4p/app_complete_weaviate.py & rag4p-0.2.3/rag4p/app_complete_weaviate.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/app_generation_answer_generator.py & rag4p-0.2.3/rag4p/app_generation_answer_generator.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/app_generation_answer_quality.py & rag4p-0.2.3/rag4p/app_generation_answer_quality.py

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Comparing rag4p-0.2.2/rag4p/app_generation_answer_quality_ollama.py & rag4p-0.2.3/rag4p/app_generation_answer_quality_ollama.py

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Comparing rag4p-0.2.2/rag4p/app_generation_question_generator.py & rag4p-0.2.3/rag4p/app_generation_question_generator.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/app_generation_questions_generator_vasa.py & rag4p-0.2.3/rag4p/app_generation_questions_generator_vasa.py

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Comparing rag4p-0.2.2/rag4p/app_indexing_local.py & rag4p-0.2.3/rag4p/app_indexing_local.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/app_indexing_weaviate.py & rag4p-0.2.3/rag4p/app_indexing_weaviate.py

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Comparing rag4p-0.2.2/rag4p/app_retrieval_quality_vasa.py & rag4p-0.2.3/rag4p/app_retrieval_quality_vasa.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/app_retrieval_retriever_local.py & rag4p-0.2.3/rag4p/app_retrieval_retriever_local.py

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Comparing rag4p-0.2.2/rag4p/app_retrieval_retriever_weaviate.py & rag4p-0.2.3/rag4p/app_retrieval_retriever_weaviate.py

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Comparing rag4p-0.2.2/rag4p/app_retrieval_strategy.py & rag4p-0.2.3/rag4p/app_retrieval_strategy.py

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Comparing rag4p-0.2.2/rag4p/indexing/indexing_service.py & rag4p-0.2.3/rag4p/indexing/indexing_service.py

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Comparing rag4p-0.2.2/rag4p/indexing/splitters/max_token_splitter.py & rag4p-0.2.3/rag4p/indexing/splitters/max_token_splitter.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/indexing/splitters/sentence_splitter.py & rag4p-0.2.3/rag4p/indexing/splitters/sentence_splitter.py

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Comparing rag4p-0.2.2/rag4p/integrations/ollama/access_ollama.py & rag4p-0.2.3/rag4p/integrations/ollama/access_ollama.py

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Comparing rag4p-0.2.2/rag4p/integrations/ollama/ollama_answer_generator.py & rag4p-0.2.3/rag4p/integrations/ollama/ollama_answer_generator.py

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Comparing rag4p-0.2.2/rag4p/integrations/ollama/ollama_embedder.py & rag4p-0.2.3/rag4p/integrations/ollama/ollama_embedder.py

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Comparing rag4p-0.2.2/rag4p/integrations/ollama/ollama_question_generator.py & rag4p-0.2.3/rag4p/integrations/ollama/ollama_question_generator.py

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Comparing rag4p-0.2.2/rag4p/integrations/ollama/quality/ollama_answer_quality_service.py & rag4p-0.2.3/rag4p/integrations/ollama/quality/ollama_answer_quality_service.py

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Comparing rag4p-0.2.2/rag4p/integrations/openai/openai_answer_generator.py & rag4p-0.2.3/rag4p/integrations/openai/openai_answer_generator.py

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Comparing rag4p-0.2.2/rag4p/integrations/openai/openai_embedder.py & rag4p-0.2.3/rag4p/integrations/openai/openai_embedder.py

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Comparing rag4p-0.2.2/rag4p/integrations/openai/openai_question_generator.py & rag4p-0.2.3/rag4p/integrations/openai/openai_question_generator.py

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Comparing rag4p-0.2.2/rag4p/integrations/openai/quality/openai_answer_quality_service.py & rag4p-0.2.3/rag4p/integrations/openai/quality/openai_answer_quality_service.py

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Comparing rag4p-0.2.2/rag4p/integrations/weaviate/access_weaviate.py & rag4p-0.2.3/rag4p/integrations/weaviate/access_weaviate.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/integrations/weaviate/chunk_collection.py & rag4p-0.2.3/rag4p/integrations/weaviate/chunk_collection.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/integrations/weaviate/weaviate_content_store.py & rag4p-0.2.3/rag4p/integrations/weaviate/weaviate_content_store.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/integrations/weaviate/weaviate_retriever.py & rag4p-0.2.3/rag4p/integrations/weaviate/weaviate_retriever.py

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Comparing rag4p-0.2.2/rag4p/rag/embedding/local/onnx_embedder.py & rag4p-0.2.3/rag4p/rag/embedding/local/onnx_embedder.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/generation/chat/chat_prompt.py & rag4p-0.2.3/rag4p/rag/generation/chat/chat_prompt.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/generation/observed_answer_generator.py & rag4p-0.2.3/rag4p/rag/generation/observed_answer_generator.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/generation/quality/answer_quality.py & rag4p-0.2.3/rag4p/rag/generation/quality/answer_quality.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/generation/quality/answer_quality_service.py & rag4p-0.2.3/rag4p/rag/generation/quality/answer_quality_service.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/generation/question_generator_service.py & rag4p-0.2.3/rag4p/rag/generation/question_generator_service.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/retrieval/observed_retriever.py & rag4p-0.2.3/rag4p/rag/retrieval/observed_retriever.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/retrieval/quality/retrieval_quality_service.py & rag4p-0.2.3/rag4p/rag/retrieval/quality/retrieval_quality_service.py

• Files 4% similar despite different names

@@ -22,17 +22,17 @@
             correct.append(item.document_id + " " + str(item.chunk_id))
         else:
             incorrect.append(item.document_id + " " + str(item.chunk_id))
 
     return RetrievalQuality(correct, incorrect)
 
 
-def read_question_answers_from_file(file_name: str = "questions_answers.csv"):
+def read_question_answers_from_file(file_name: str = "../data/questions_answers.csv"):
     directory = os.getcwd()
-    file_path = os.path.join(directory, "data", file_name)
+    file_path = os.path.join(directory, file_name)
 
     try:
         questions_answers = []
         with open(file_path, 'r', newline='', encoding='utf-8') as file:
             reader = csv.reader(file)
             next(reader)
             for row in reader:

Comparing rag4p-0.2.2/rag4p/rag/retrieval/retriever.py & rag4p-0.2.3/rag4p/rag/retrieval/retriever.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/retrieval/strategies/topn_retrieval_strategy.py & rag4p-0.2.3/rag4p/rag/retrieval/strategies/topn_retrieval_strategy.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/retrieval/strategies/window_retrieval_strategy.py & rag4p-0.2.3/rag4p/rag/retrieval/strategies/window_retrieval_strategy.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/rag/store/local/internal_content_store.py & rag4p-0.2.3/rag4p/rag/store/local/internal_content_store.py

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Comparing rag4p-0.2.2/rag4p/rag/tracker/rag_observer.py & rag4p-0.2.3/rag4p/rag/tracker/rag_observer.py

• Files identical despite different names

Comparing rag4p-0.2.2/rag4p/util/key_loader.py & rag4p-0.2.3/rag4p/util/key_loader.py

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Comparing rag4p-0.2.2/rag4p/vasa_content_reader.py & rag4p-0.2.3/rag4p/vasa_content_reader.py

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Comparing rag4p-0.2.2/PKG-INFO & rag4p-0.2.3/PKG-INFO

• Files 0% similar despite different names

@@ -1,10 +1,10 @@
 Metadata-Version: 2.1
 Name: rag4p
-Version: 0.2.2
+Version: 0.2.3
 Summary: This project I use a lot for workshops, it contains some utils for splitters, tokenizers, and a weaviate client that I reuse a lot
 Author: Jettro Coenradie
 Author-email: jettro.coenradie@gmail.com
 Requires-Python: >=3.10,<4.0
 Classifier: Programming Language :: Python :: 3
 Classifier: Programming Language :: Python :: 3.10
 Classifier: Programming Language :: Python :: 3.11