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z*K;u8L)95zJ+uvoBzU@uOqYZ~jb9)V5#FMM&?Cr#9vvkE!)cTZocTv71O53gcJ?OQ zIlCSqGlFe#M$Z06R>$Zv2RuBy!Mx=Am|n}>(L)&2MtDfi=;duk_Ff&%6F`TGW!%19 IU0;LoUvm*J2mk;8 literal 0 HcmV?d00001 diff --git a/tugas week 10..py b/tugas week 10..py new file mode 100644 index 0000000..dc8747d --- /dev/null +++ b/tugas week 10..py @@ -0,0 +1,91 @@ +import os +import chromadb +from chromadb.utils import embedding_functions +from pypdf import PdfReader +from langchain_text_splitters import RecursiveCharacterTextSplitter + +# 1. Persiapan Dokumen +pdf_path = "dokumen_akademik.pdf" # Ganti dengan nama file PDF yang disiapkan +print(f"Membaca file: {pdf_path}") + +reader = PdfReader('Buku Pedoman Akademik.pdf') +raw_text = "" +for page in reader.pages: + # Menggabungkan seluruh teks dari PDF + raw_text += page.extract_text() + "\n" + +# 2. Setup Embedding Function +# Menggunakan model multilingual lokal agar performa pencarian untuk Bahasa Indonesia lebih akurat +print("Menyiapkan model embedding (ini akan mengunduh model pada run pertama)...") +emb_fn = embedding_functions.SentenceTransformerEmbeddingFunction( + model_name="paraphrase-multilingual-MiniLM-L12-v2" +) + +# 3. Inisialisasi ChromaDB Client +# PersistentClient akan membuat folder 'chroma_db_data' untuk menyimpan vektor secara lokal +client = chromadb.PersistentClient(path="./chroma_db_data") + +# Eksperimen 3 ukuran chunk sesuai instruksi modul +chunk_sizes = [500, 1000, 1500] + +for size in chunk_sizes: + print(f"\n--- Memproses ukuran chunk: {size} karakter ---") + collection_name = f"rag_koleksi_chunk_{size}" + + # Hapus collection jika sebelumnya sudah ada saat di-run ulang + try: + client.delete_collection(name=collection_name) + except Exception: + pass + + # Buat collection baru di vector DB + collection = client.create_collection( + name=collection_name, + embedding_function=emb_fn + ) + + # 4. Setup Text Splitter + # Overlap disetel 10% dari ukuran chunk untuk mencegah konteks terpotong mendadak + text_splitter = RecursiveCharacterTextSplitter( + chunk_size=size, + chunk_overlap=int(size * 0.1), + length_function=len, + ) + + # Potong teks menjadi list of chunks + chunks = text_splitter.split_text(raw_text) + print(f"Total chunk yang dihasilkan: {len(chunks)} chunks") + + # 5. Persiapkan ID dan Metadata + ids = [f"id_chunk_{size}_{i}" for i in range(len(chunks))] + metadatas = [{"source": pdf_path, "chunk_size": size, "chunk_index": i} for i in range(len(chunks))] + + # 6. Masukkan Vektor, Teks, dan Metadata ke Vector Database + collection.add( + documents=chunks, + metadatas=metadatas, + ids=ids + ) + print(f"Data chunk {size} berhasil di-index ke ChromaDB!") + +# ========================================== +# CONTOH PENCARIAN (QUERY) +# ========================================== +print("\n--- Menguji Pencarian (Query Retrieval) ---") +query_text = "Apa syarat untuk mengajukan cuti akademik?" # Sesuaikan dengan isi PDF yang di-load + +# Kita uji pencarian di collection yang ukuran chunk-nya 1000 +test_collection = client.get_collection(name="rag_koleksi_chunk_1000", embedding_function=emb_fn) + +# Retrieve Top-K (K=2) +results = test_collection.query( + query_texts=[query_text], + n_results=2 +) + +print(f"Pertanyaan: '{query_text}'\n") + +# Hasil dibungkus di dalam list of lists oleh chromadb, maka kita akses index [0] +for i, (doc, dist) in enumerate(zip(results['documents'][0], results['distances'][0])): + print(f"--- Top {i+1} (Jarak Vektor: {dist:.4f}) ---") + print(f"{doc}\n") \ No newline at end of file