From e187342fc4b16bb2c5555bf0509119cbf70fda89 Mon Sep 17 00:00:00 2001 From: edgar Date: Mon, 2 Nov 2026 11:07:45 +0700 Subject: [PATCH] Commit --- .../Cerita 1 - Bawang Merah Bawang Putih.pdf | Bin 0 -> 69809 bytes dokumen/Cerita 2 - Legenda Danau Toba.pdf | Bin 0 -> 68008 bytes dokumen/Cerita 3 - Malin Kundang.pdf | Bin 0 -> 67494 bytes main.py | 364 ++++++++++++++++++ 4 files changed, 364 insertions(+) create mode 100644 dokumen/Cerita 1 - Bawang Merah Bawang Putih.pdf create mode 100644 dokumen/Cerita 2 - Legenda Danau Toba.pdf create mode 100644 dokumen/Cerita 3 - Malin Kundang.pdf create mode 100644 main.py diff --git a/dokumen/Cerita 1 - Bawang Merah Bawang Putih.pdf b/dokumen/Cerita 1 - Bawang Merah Bawang Putih.pdf new file mode 100644 index 0000000000000000000000000000000000000000..d9f1fd624aa1e4bc2b48d6f21b1c385dd4dbc0f7 GIT binary patch literal 69809 zcma&M1#}!cwzh3MW{8=Y8QRRu%*@Qp%*-(}Gds3pW@cvQm^r5Scjlh^&&+qvnl;_M 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q4$sWAaa4JvPfSnDG%>nOxR8zc_SjrIxsTrBCbF@4^R_3qH~s;b&dqrM literal 0 HcmV?d00001 diff --git a/main.py b/main.py new file mode 100644 index 0000000..4e7a657 --- /dev/null +++ b/main.py @@ -0,0 +1,364 @@ +# -*- coding: utf-8 -*- +""" +PRAKTIKUM RAG | Lab 1 (Chunking) -> Lab 2 (Indeks & Cari) -> Lab 3 (Hit@k) + +Cara pakai: + 1. python -m pip install pdfplumber PyPDF2 sentence-transformers numpy pandas + 2. Buat folder `dokumen/` di samping file ini, isi 3 file PDF buku cerita. + 3. Jalankan per-cell di VS Code (tanda `# %%`) atau jalankan langsung `python main.py`. + +Catatan desain: + - Embedding : sentence-transformers (model multilingual, cocok untuk Bahasa Indonesia). + - Vector DB : numpy + cosine similarity. +""" + +# %% ============================================================ +# 0. IMPORT & KONFIGURASI +# =============================================================== +import os +import re +import random +from glob import glob + +import numpy as np + +FOLDER_DOKUMEN = "dokumen" # folder berisi PDF +OVERLAP_PERSEN = 0.15 # overlap 15% +MODEL_EMBEDDING = "paraphrase-multilingual-MiniLM-L12-v2" # mendukung Bahasa Indonesia +random.seed(42) # supaya chunk "acak" bisa direproduksi + + +# %% ============================================================ +# 1. FUNGSI INTI (dipakai oleh Lab 1, 2, dan 3) +# =============================================================== +def baca_pdf(filepath): + """ + Membaca 1 file PDF dan mengembalikan seluruh teksnya (string). + + - Utama : pdfplumber (lebih baik untuk layout/tabel). + - Cadangan: PyPDF2, dipakai jika pdfplumber tidak terpasang / gagal. + - Teks dinormalisasi: spasi berlebih dirapikan, halaman digabung dengan newline. + """ + halaman = [] + try: + import pdfplumber + with pdfplumber.open(filepath) as pdf: + for p in pdf.pages: + halaman.append(p.extract_text() or "") + except Exception as e: # fallback + print(f"[peringatan] pdfplumber gagal ({e}); beralih ke PyPDF2") + from PyPDF2 import PdfReader + reader = PdfReader(filepath) + halaman = [(pg.extract_text() or "") for pg in reader.pages] + + teks = "\n".join(halaman) + teks = re.sub(r"[ \t]+", " ", teks) # rapikan spasi/tab berulang + teks = re.sub(r"\n{3,}", "\n\n", teks) # maksimal 1 baris kosong + return teks.strip() + + +def potong(teks, chunk_size, overlap): + """ + Memotong `teks` menjadi potongan (chunk) berukuran `chunk_size` karakter. + + Parameter: + chunk_size : panjang tiap chunk (karakter). + overlap : tumpang-tindih antar chunk. + Jika 0 < overlap < 1 -> dianggap persentase (mis. 0.15 = 15%). + Jika >= 1 -> dianggap jumlah karakter. + Return: list[str] + """ + if 0 < overlap < 1: + overlap = int(chunk_size * overlap) + overlap = int(overlap) + if overlap >= chunk_size: + raise ValueError("overlap harus lebih kecil dari chunk_size") + + langkah = chunk_size - overlap + hasil = [] + for mulai in range(0, len(teks), langkah): + potongan = teks[mulai:mulai + chunk_size].strip() + if potongan: + hasil.append(potongan) + if mulai + chunk_size >= len(teks): # sudah mencapai akhir teks + break + return hasil + + +class IndeksVektor: + """Indeks vektor sederhana: simpan chunk + embedding, cari dengan cosine similarity.""" + + _model = None # model dimuat sekali saja (cache di level kelas) + + def __init__(self, nama="indeks"): + self.nama = nama + self.chunks = [] # list[dict]: {"teks", "sumber", "id"} + self.vektor = None # np.ndarray (n_chunk, dim), sudah dinormalisasi + + @classmethod + def model(cls): + if cls._model is None: + from sentence_transformers import SentenceTransformer + cls._model = SentenceTransformer(MODEL_EMBEDDING) + return cls._model + + def tambah(self, daftar_teks, sumber): + """Menambahkan chunk dari satu dokumen ke indeks lalu meng-embed-nya.""" + awal = len(self.chunks) + for i, t in enumerate(daftar_teks): + self.chunks.append({"teks": t, "sumber": sumber, "id": awal + i}) + emb = self.model().encode(daftar_teks, normalize_embeddings=True, + show_progress_bar=False) + self.vektor = emb if self.vektor is None else np.vstack([self.vektor, emb]) + + def cari(self, pertanyaan, k=3): + """Mengembalikan top-k chunk paling mirip (list[dict] dengan kunci 'skor').""" + q = self.model().encode([pertanyaan], normalize_embeddings=True)[0] + skor = self.vektor @ q # cosine (vektor sudah ternormalisasi) + idx = np.argsort(-skor)[:k] + return [{**self.chunks[i], "skor": float(skor[i])} for i in idx] + + +def bangun_indeks(folder, chunk_size, overlap=OVERLAP_PERSEN, nama="indeks"): + """ + Membaca semua PDF di `folder`, memotong, meng-embed, lalu mengembalikan + (indeks, laporan) dimana laporan = {nama_file: jumlah_chunk}. + """ + indeks = IndeksVektor(nama) + laporan = {} + file_pdf = sorted(glob(os.path.join(folder, "*.pdf"))) + if not file_pdf: + raise FileNotFoundError(f"Tidak ada PDF di folder '{folder}/'") + for path in file_pdf: + teks = baca_pdf(path) + chunks = potong(teks, chunk_size, overlap) + indeks.tambah(chunks, sumber=os.path.basename(path)) + laporan[os.path.basename(path)] = len(chunks) + return indeks, laporan + + +INDEKS_AKTIF = None # diisi di Lab 2; dipakai default oleh query() + + +def query(pertanyaan, k=3, index=None, tampil=True): + """ + Mencari chunk paling relevan untuk `pertanyaan`. + + - index : objek IndeksVektor; jika None memakai INDEKS_AKTIF (hasil Lab 2). + - k : jumlah hasil teratas. + - tampil: True -> cetak hasil dengan rapi. + Return : list[dict] berisi teks, sumber, id, skor. + """ + index = index or INDEKS_AKTIF + hasil = index.cari(pertanyaan, k) + if tampil: + print(f"\n❓ {pertanyaan}") + for r, h in enumerate(hasil, 1): + cuplikan = h["teks"][:300].replace("\n", " ") + print(f" [{r}] skor={h['skor']:.3f} | {h['sumber']} #chunk{h['id']}\n {cuplikan}...") + return hasil + + +# %% ============================================================ +# LAB 1 - PREPROCESSING & CHUNKING +# =============================================================== +# --- 1.1 Baca PDF + cetak 500 karakter pertama --- +file_pdf = sorted(glob(os.path.join(FOLDER_DOKUMEN, "*.pdf"))) +assert file_pdf, f"Letakkan PDF di folder '{FOLDER_DOKUMEN}/' dulu." +FILE_LAB1 = file_pdf[0] + +teks_lab1 = baca_pdf(FILE_LAB1) +print(f"File : {FILE_LAB1}") +print(f"Total karakter: {len(teks_lab1):,}") +print("=" * 60) +print(teks_lab1[:500]) +print("=" * 60) + + +# %% +# --- 1.2 Eksperimen chunking: 500 / 1000 / 1500 dengan overlap 15% --- +UKURAN_CHUNK = [500, 1000, 1500] +hasil_chunk = {} +for ukuran in UKURAN_CHUNK: + hasil_chunk[ukuran] = potong(teks_lab1, ukuran, OVERLAP_PERSEN) + +print(f"{'Chunk size':>12} | {'Overlap':>8} | {'Jumlah chunk':>12}") +print("-" * 40) +for ukuran, daftar in hasil_chunk.items(): + print(f"{ukuran:>12} | {int(ukuran*OVERLAP_PERSEN):>8} | {len(daftar):>12}") + + +# %% +# --- 1.3 Evaluasi kualitas: 3 chunk acak per ukuran + deteksi otomatis --- +def periksa_potongan(chunk): + """Heuristik sederhana untuk membantu analisis manual.""" + c = chunk.strip() + catatan = [] + if c and c[0].islower(): + catatan.append("diawali huruf kecil -> kalimat terpotong di awal") + if c and c[-1] not in ".!?:;)\"'": + catatan.append("tidak diakhiri tanda baca -> kalimat terpotong di akhir") + baris = c.split("\n") + tabel = [b for b in baris if b.count(" ") >= 2 or b.count("|") >= 2 + or len(re.findall(r"\d+[.,]?\d*", b)) >= 4] + if tabel: + catatan.append(f"terindikasi tabel/angka berderet ({len(tabel)} baris) -> cek apakah tabel terbelah") + return catatan or ["tidak ada indikasi pemotongan"] + +for ukuran, daftar in hasil_chunk.items(): + print("\n" + "#" * 70) + print(f"CHUNK SIZE {ukuran} (total {len(daftar)} chunk)") + print("#" * 70) + for no in random.sample(range(len(daftar)), k=min(3, len(daftar))): + print(f"\n--- chunk #{no} ({len(daftar[no])} karakter) ---") + print(daftar[no]) + print(" >> Deteksi otomatis:", "; ".join(periksa_potongan(daftar[no]))) + + +# %% ============================================================ +# LAB 2 - BANGUN INDEKS & CARI +# =============================================================== +# --- 2.1 Indexing multi-dokumen (2-3 PDF dalam folder dokumen/) --- +INDEKS_AKTIF, laporan = bangun_indeks(FOLDER_DOKUMEN, chunk_size=1000, + overlap=OVERLAP_PERSEN, nama="Indeks-1000") +print("LAPORAN INDEXING") +print("-" * 50) +for nama_file, jml in laporan.items(): + print(f"{nama_file:<35} : {jml:>4} chunk") +print("-" * 50) +print(f"{'TOTAL':<35} : {sum(laporan.values()):>4} chunk") + + +# %% +# --- 2.2 Direct query: 5 pertanyaan spesifik (Cerita Rakyat) --- +PERTANYAAN_LANGSUNG = [ + "Siapa nama gadis baik hati dalam cerita Bawang Merah Bawang Putih?", + "Benda apa yang diberikan nenek di dalam gua kepada Bawang Putih?", + "Apa janji yang dilanggar oleh Toba kepada istrinya?", + "Siapa nama anak laki-laki Toba yang sangat lapar dan serakah?", + "Dikena hukuman atau dikutuk menjadi apa Malin Kundang oleh ibunya?" +] +for p in PERTANYAAN_LANGSUNG: + query(p, k=3) + + +# %% +# --- 2.3 Uji semantik / parafrase: 2 pertanyaan (Cerita Rakyat) --- +PERTANYAAN_PARAFRASE = [ + "Buah apa yang dibawa pulang oleh Bawang Merah yang berisi perhiasan atau hewan buas?", + "Bencana alam apa yang tercipta akibat luapan air mata dan amarah istri Toba?" +] +for p in PERTANYAAN_PARAFRASE: + query(p, k=3) + + +# %% ============================================================ +# LAB 3 - UKUR HIT@K +# =============================================================== +# --- 3.1 Ground truth: 15 pertanyaan + kata kunci jawaban cerita rakyat --- +DATASET_UJI = [ + ("Siapa nama gadis manis yang baik hati dan rajin?", ["Bawang Putih"]), + ("Apa yang diberikan nenek tua di dalam gua kepada Bawang Putih?", ["labu"]), + ("Benda apa yang hilang terbawa arus sungai saat Bawang Putih mencuci?", ["selendang", "baju"]), + ("Siapa nama saudara tiri Bawang Putih yang malas dan serakah?", ["Bawang Merah"]), + ("Di mana Bawang Putih bertemu dengan nenek tua?", ["gua"]), + ("Siapa nama pemuda nelayan yang menangkap ikan mas ajaib?", ["Toba"]), + ("Ikan mas ajaib berubah menjadi sosok apa?", ["wanita", "perempuan"]), + ("Apa syarat yang diajukan jelita ikan mas sebelum menikah dengan Toba?", ["rahasia", "janji"]), + ("Siapa nama anak laki-laki Toba yang sangat pemakan dan lapar?", ["Samosir"]), + ("Danau apa yang terbentuk dari luapan air mata dan banjir besar?", ["Danau Toba"]), + ("Siapa nama pemuda miskin yang pergi merantau naik kapal pedagang?", ["Malin Kundang"]), + ("Di mana Malin Kundang tinggal bersama ibunya saat masih kecil?", ["desa", "pantai"]), + ("Bagaimana sikap Malin Kundang saat bertemu kembali dengan ibu kandungnya?", ["durhaka", "menolak"]), + ("Malin Kundang dikutuk oleh ibunya menjadi apa?", ["batu"]), + ("Apa yang hancur dihantam badai dahsyat di tengah laut?", ["kapal"]) +] + +pertanyaan_list = [p for p, _ in DATASET_UJI] +ground_truth_list = [g for _, g in DATASET_UJI] +assert len(DATASET_UJI) == 15, "Dataset uji harus 15 pertanyaan" + + +# %% +# --- 3.2 Fungsi hit_at_k --- +def _cocok(teks_chunk, kata_kunci, min_cocok=1): + """True jika minimal `min_cocok` kata kunci ditemukan di chunk (case-insensitive).""" + t = teks_chunk.lower() + return sum(kk.lower() in t for kk in kata_kunci) >= min_cocok + + +def hit_at_k(pertanyaan_list, ground_truth_list, index, k, min_cocok=1): + """ + Menghitung Hit@k = (jumlah pertanyaan yang 'hit') / (total pertanyaan). + + Sebuah pertanyaan dianggap HIT bila minimal satu dari top-k chunk hasil + pencarian memuat >= `min_cocok` kata kunci ground truth. + + Return: (skor_hit, daftar_indeks_miss) + """ + hit, miss = 0, [] + for i, (p, gt) in enumerate(zip(pertanyaan_list, ground_truth_list)): + top_k = index.cari(p, k) + if any(_cocok(h["teks"], gt, min_cocok) for h in top_k): + hit += 1 + else: + miss.append(i) + return hit / len(pertanyaan_list), miss + + +# %% +# --- 3.3 Jalankan pada 2 indeks: A (chunk 500) vs B (chunk 1000) --- +indeks_A, _ = bangun_indeks(FOLDER_DOKUMEN, 500, OVERLAP_PERSEN, nama="Indeks A (500)") +indeks_B, _ = bangun_indeks(FOLDER_DOKUMEN, 1000, OVERLAP_PERSEN, nama="Indeks B (1000)") + +K_LIST = [1, 3, 5] +tabel, miss_detail = {}, {} +for idx in (indeks_A, indeks_B): + tabel[idx.nama] = {} + for k in K_LIST: + skor, miss = hit_at_k(pertanyaan_list, ground_truth_list, idx, k) + tabel[idx.nama][f"Hit@{k}"] = skor + miss_detail[(idx.nama, k)] = miss + +print("\nPERBANDINGAN HIT@K (15 pertanyaan uji)") +print("-" * 50) +print(f"{'Indeks':<20} | {'Hit@1':<8} | {'Hit@3':<8} | {'Hit@5':<8}") +print("-" * 50) +for nama_indeks, skor_dict in tabel.items(): + h1 = f"{skor_dict.get('Hit@1', 0):.2%}" + h3 = f"{skor_dict.get('Hit@3', 0):.2%}" + h5 = f"{skor_dict.get('Hit@5', 0):.2%}" + print(f"{nama_indeks:<20} | {h1:<8} | {h3:<8} | {h5:<8}") +print("-" * 50) + + +# %% +# --- 3.4 Analisis failure case (miss pada k=5) + draf kesimpulan --- +for idx in (indeks_A, indeks_B): + miss = miss_detail[(idx.nama, 5)] + print(f"\n{'='*70}\n{idx.nama}: {len(miss)} pertanyaan MISS pada k=5\n{'='*70}") + for i in miss: + top1 = idx.cari(pertanyaan_list[i], 1)[0] + print(f"\n[Q{i+1}] {pertanyaan_list[i]}") + print(f" Kata kunci : {ground_truth_list[i]}") + print(f" Top-1 diambil: ({top1['sumber']}, skor={top1['skor']:.3f}) " + f"{top1['teks'][:200].replace(chr(10), ' ')}...") + + +def draf_kesimpulan(tabel_data, miss_detail, nama_a, nama_b): + """Membuat draf kesimpulan otomatis.""" + rata_a = sum(tabel_data[nama_a].values()) / len(tabel_data[nama_a]) + rata_b = sum(tabel_data[nama_b].values()) / len(tabel_data[nama_b]) + terbaik = nama_a if rata_a >= rata_b else nama_b + miss_b = sorted({f"Q{i+1}" for (n, k), m in miss_detail.items() if k == 5 for i in m}) + return ( + f"Berdasarkan rata-rata Hit@1/3/5, {terbaik} memberikan performa terbaik " + f"({nama_a}: {rata_a:.1%} vs {nama_b}: {rata_b:.1%}). " + f"Kegagalan (miss) pada k=5 terjadi di pertanyaan: {', '.join(miss_b) or 'tidak ada'}. " + "Dugaan penyebab: jawaban tersebar/terpotong di batas chunk, istilah teknis atau kata kunci " + "terlalu spesifik/berbeda format, atau ukuran chunk yang kurang fleksibel menangkap konteks kalimat." + ) + +print("\nDRAF KESIMPULAN:\n") +print(draf_kesimpulan(tabel, miss_detail, indeks_A.nama, indeks_B.nama)) +# %% \ No newline at end of file