Mi2 SrSSKrSSKr\RR S\RR \RR \555 SrSr Sr Sr Sr \ S:Xa\R"\ "55 gg) z Test script for the RAG system NcSSKJnJn SSKJn SSKJn SSKJn [S5 g![an[SU35 S nAg S nAff=f) zTest that all imports workr)BASE_DIRLANGUAGE_MODEL PDFProcessor VectorStore MistralRAGu✓ All imports successfulTu✗ Import error: NF) configrr pdf_processorr vector_storer mistral_integrationr print ImportError)rrrr r es test_system.py test_importsr sB 3.,2 *+  "1#&'s%( A AA cSSKJn [S5 U"5n[S5 g![an[SU35 SnAgSnAff=f) zTest model loadingrr zTesting model loading...u✓ Model loaded successfullyTu✗ Model loading failed: NF)rr r Exception)r ragrs rtest_model_loadingrsI2 ()l -.  *1#./s#& AAAc.SSKJn [S5 U"5nSSSS.S.SSS S.S./nURU5 UR S S S 9n[ U5S:a [S 5 g[S5 g![ an[SU35 SnAgSnAff=f)zTest vector store functionalityrrzTesting vector store...z6This is a test document about artificial intelligence.ztest.pdf)sourcechunk_id)contentmetadataz#Machine learning is a subset of AI.zartificial intelligence)ku✓ Vector store workingTu&✗ Vector store not returning resultsFu✗ Vector store error: N)rr r add_documentssearchlenr)r vs dummy_chunksresultsrs rtest_vector_storer'%s, '( ]QisBC_D E=V`noKp q &))5); w?__main__)__doc__sysospathinsertdirnameabspath__file__rrr'r,r5__name__exitr6rrCsv 277??277??8#<=>  4 : zHHTVr6