.gitignore
LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements-test.txt
requirements.txt
setup.cfg
setup.py
assets/png/ai-prishtina.jpeg
docs/api/README.md
docs/api/data_sources.md
docs/api/database.md
docs/api/feature_extraction.md
docs/api/features.md
docs/api/streaming.md
docs/diagrams/README.md
docs/diagrams/advanced_features.md
docs/diagrams/architecture.md
docs/diagrams/chroma_features.md
docs/diagrams/data_sources.md
docs/diagrams/features.md
docs/diagrams/library_flow.md
docs/diagrams/use_cases.md
examples/README.md
examples/application_usage.py
examples/basic_text_search.py
examples/chroma_features.py
examples/cloud_storage.py
examples/custom_embeddings.py
examples/docker_setup.py
examples/document_processing.py
examples/enterprise_demo.py
examples/fine_tuning.py
examples/minio_example.py
examples/multimodal_data.py
examples/streaming_example.py
examples/version_2_demo.py
examples/advanced_features/README.md
examples/advanced_features/main.py
examples/advanced_features/data/doc_0.json
examples/advanced_features/data/doc_1.json
examples/advanced_features/data/doc_2.json
examples/advanced_features/logs/advanced_features.log
examples/batch_processing/README.md
examples/batch_processing/main.py
examples/batch_processing/data/chunk_0.csv
examples/batch_processing/data/chunk_1.csv
examples/batch_processing/data/chunk_2.csv
examples/batch_processing/data/chunk_3.csv
examples/batch_processing/data/chunk_4.csv
examples/batch_processing/data/chunk_5.csv
examples/batch_processing/data/chunk_6.csv
examples/batch_processing/data/chunk_7.csv
examples/batch_processing/data/chunk_8.csv
examples/batch_processing/data/chunk_9.csv
examples/batch_processing/logs/batch_processing.log
examples/caching/README.md
examples/caching/main.py
examples/caching/data/doc_0.json
examples/caching/data/doc_1.json
examples/caching/data/doc_2.json
examples/caching/data/doc_3.json
examples/caching/data/doc_4.json
examples/caching/logs/caching.log
examples/config/config.ini
examples/config/config.yaml
examples/content_moderation/README.md
examples/content_moderation/install_redis.sh
examples/content_moderation/main.py
examples/content_moderation/data/pattern_harassment.json
examples/content_moderation/data/pattern_hate speech.json
examples/content_moderation/data/pattern_inappropriate.json
examples/content_moderation/data/pattern_spam.json
examples/content_moderation/logs/content_moderation.log
examples/data/documents/sample.txt
examples/data/documents/sample.xlsx
examples/data/fine_tuning/pair_0/doc1.txt
examples/data/fine_tuning/pair_0/doc2.txt
examples/data/fine_tuning/pair_1/doc1.txt
examples/data/fine_tuning/pair_1/doc2.txt
examples/data/fine_tuning/pair_2/doc1.txt
examples/data/fine_tuning/pair_2/doc2.txt
examples/data/fine_tuning/pair_3/doc1.txt
examples/data/fine_tuning/pair_3/doc2.txt
examples/data/fine_tuning/pair_4/doc1.txt
examples/data/fine_tuning/pair_4/doc2.txt
examples/data/fine_tuning/pair_5/doc1.txt
examples/data/fine_tuning/pair_5/doc2.txt
examples/logs/document_processing.log
examples/logs/fine_tuning.log
examples/recommendation_system/README.md
examples/recommendation_system/main.py
examples/recommendation_system/data/item_1.json
examples/recommendation_system/data/item_2.json
examples/recommendation_system/data/item_3.json
examples/recommendation_system/data/item_4.json
examples/recommendation_system/data/item_5.json
examples/recommendation_system/logs/recommendation_system.log
examples/semantic_search/README.md
examples/semantic_search/main.py
examples/semantic_search/data/doc_0.json
examples/semantic_search/data/doc_1.json
examples/semantic_search/data/doc_2.json
examples/semantic_search/data/doc_3.json
examples/semantic_search/data/doc_4.json
examples/semantic_search/logs/semantic_search.log
examples/streaming/README.md
examples/streaming/batch_processing.py
examples/streaming/cloud_storage.py
examples/streaming/parallel_processing.py
examples/streaming/requirements.txt
src/ai_prishtina_vectordb/__init__.py
src/ai_prishtina_vectordb/analytics.py
src/ai_prishtina_vectordb/caching.py
src/ai_prishtina_vectordb/chroma_features.py
src/ai_prishtina_vectordb/collaboration.py
src/ai_prishtina_vectordb/config.py
src/ai_prishtina_vectordb/data_sources.py
src/ai_prishtina_vectordb/database.py
src/ai_prishtina_vectordb/distributed.py
src/ai_prishtina_vectordb/embeddings.py
src/ai_prishtina_vectordb/enterprise.py
src/ai_prishtina_vectordb/exceptions.py
src/ai_prishtina_vectordb/features.py
src/ai_prishtina_vectordb/logger.py
src/ai_prishtina_vectordb/metrics.py
src/ai_prishtina_vectordb/multimodal_search.py
src/ai_prishtina_vectordb/multitenancy.py
src/ai_prishtina_vectordb/performance.py
src/ai_prishtina_vectordb/query_language.py
src/ai_prishtina_vectordb/security.py
src/ai_prishtina_vectordb/validation.py
src/ai_prishtina_vectordb/vectorizer.py
src/ai_prishtina_vectordb.egg-info/PKG-INFO
src/ai_prishtina_vectordb.egg-info/SOURCES.txt
src/ai_prishtina_vectordb.egg-info/dependency_links.txt
src/ai_prishtina_vectordb.egg-info/not-zip-safe
src/ai_prishtina_vectordb.egg-info/requires.txt
src/ai_prishtina_vectordb.egg-info/top_level.txt
src/ai_prishtina_vectordb/api/__init__.py
src/ai_prishtina_vectordb/api/client.py
src/ai_prishtina_vectordb/api/exceptions.py
src/ai_prishtina_vectordb/api/features.py
src/ai_prishtina_vectordb/config/config_manager.py
src/ai_prishtina_vectordb/config/docker_manager.py
src/ai_prishtina_vectordb/tests/conftest.py
src/ai_prishtina_vectordb/tests/test_chroma_features.py
tests/test_api_client.py
tests/test_caching.py
tests/test_cloud_storage_streaming.py
tests/test_config.py
tests/test_data_sources.py
tests/test_database.py
tests/test_docker_manager.py
tests/test_embeddings.py
tests/test_enhanced_metrics.py
tests/test_features.py
tests/test_integration.py
tests/test_logger.py
tests/test_metrics.py
tests/test_multimodal_search.py
tests/test_performance.py
tests/test_streaming.py
tests/test_v2_integration.py
tests/test_validation.py
tests/test_vectorizer.py