From 64ee10c18207b4d528cf1676e209253351a3cb99 Mon Sep 17 00:00:00 2001 From: Dierk Date: Wed, 20 May 2026 11:38:11 +0200 Subject: [PATCH] Presentation refinements: VECTOR datatype context, diagram fixes, stronger messaging MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Title slide: updated subtitle to mention VECTOR datatype - New slide 2: explain VECTOR as new native datatype, state presentation goals - Slide 3 diagram: fix 'groß' label position (off y-axis), 'Bild-Vektor' label clear of arrow - Slide 3: enlarge central message "Vektoren machen Ähnlichkeit berechenbar." (size 26) - Last slide: add bullet on VECTOR as welcome addition making AI embeddings first-class Co-Authored-By: Claude Sonnet 4.6 --- Vektoren in der Datenbank.pptx | Bin 138919 -> 356606 bytes make_presentation.py | 147 +++++++++++++++++++++++---------- 2 files changed, 105 insertions(+), 42 deletions(-) diff --git a/Vektoren in der Datenbank.pptx b/Vektoren in der Datenbank.pptx index f738af0bd8f7ca64f8c0bc180ed7c47f5c46b5cf..23854dbec49f3f1349b74da6b242b6f9a89428d8 100644 GIT binary patch delta 242418 zcmY)Vb95lh_B{^Awrz7JwmGqFOl(ZpvF&7H+qRR5ZQFJx$?v((UElZf-v4Ut-d)va zt$k3Zt4g|HK6fzzMHz4i3=j|y7?2pQ3EhA5D*MZ5D@f#P#sZwI~OxM7Xwuf z2Qz0qreC%;lW8&v``=JTuHR|%b)AHw;m7ZkRgh{kSM(@$z|&0E@ct%TV!d6uCkUtt zld>BQrK&go{Jg)XNUY=I0#NzV{p)1^kgZR@Yk}3PVkQFnWF0*nXIZA2Ijqw`ZXby-MrxAM$z-T-dU7)eS1vY_e9Kp{5h0|v4{~L?Q=#_k z3ii3(9W)7-F}=HY$P)ax2me28ZJH~Kc@arglUmY*Oo{20`jDq(vth}KWlnT6l*>>I zpPWYl`*A>CQXAy4g9!(vPN0AlPEW*`nA|3V&GW2NhYWwu<^V{Gua^!Lv*h&fuzXsx 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z_iyZc;GiQQMi~lgXMmrs(HaJZdjSVPj1$03v3;Z_-)1WXhndL3AtAx-PZ<0e=->pP zC~K=^r6N$+8FFux2nWLx;XGiA6DR6^nKUR*?oO zIs>Tf$lNn&43Jg?6PODzP{P|5jM&W(0(Lp??ApnE8iAM#E$QSUX1lFtsvs+P9o=>Y zkkUo7hThtxT5rFw3xn}&PYmeJl=l=4uDH?i*XIe%D~3U6T9D_J@kN^T_N!pKtq;6} zgDp$YT*<#k3!g%vKSrZ~w!@jgMd%zQ4dgxXerOPLQM-Ap-@riu_nlGLPtho#U2^Jm zPNCS|D&I}vI}Habf1|iON27o?7kIY!6*i$3UD7-pRP)&Bkp3GD4XrX$leWFUyxSM| zcR0xFxzqaTFPgQFC(U~M2i|V$(RDajpbqf<&%=q5I|VufHT`?MXiV6Aw(?t$(8|<4 f7>xI~!PBBgfPG$oFq;NU19l0z", color=DIAG_AXIS, lw=2)) arrow_lbl = "Vektor (512 floats)" if clip_app else "Text-String" - ax.text(x, 3.35, arrow_lbl, ha="center", va="center", + ax.text(x + 0.2, (DB_TOP + APP_Y) / 2, arrow_lbl, ha="left", va="center", color=DIAG_AXIS, fontsize=9, style="italic") # ── Database box - db_h = 2.8 if clip_db else 1.9 ax.add_patch(mpatches.FancyBboxPatch( - (x-1.7, 0.15), 3.4, db_h, + (x-1.7, DB_Y), 3.4, BOX_H, boxstyle="round,pad=0.1", facecolor="#28293d", edgecolor=color, lw=2)) if clip_db: - # CLIP ONNX box inside DB ax.add_patch(mpatches.FancyBboxPatch( - (x-1.2, 0.25), 2.4, 0.82, + (x-1.2, DB_Y + 0.10), 2.4, 0.72, boxstyle="round,pad=0.08", facecolor="#1e1e2e", edgecolor=CLIP_CLR, lw=2)) - ax.text(x, 0.66, "CLIP-Modell\n(ONNX, in Oracle)", + ax.text(x, DB_Y + 0.46, "CLIP-Modell\n(ONNX, in Oracle)", ha="center", va="center", color=CLIP_CLR, fontsize=9.5, fontweight="bold", multialignment="center") - # VECTOR_EMBEDDING() label - ax.text(x, 1.22, vec_fn, + ax.add_patch(mpatches.FancyBboxPatch( + (x-1.2, DB_Y + 0.92), 2.4, 0.40, + boxstyle="round,pad=0.06", facecolor="#1e1e2e", edgecolor=DIAG_AXIS, lw=1, + linestyle="dashed")) + ax.text(x, DB_Y + 1.12, foto_storage, + ha="center", va="center", color=DIAG_AXIS, fontsize=9, style="italic") + ax.text(x, DB_Y + 1.50, vec_fn, ha="center", color="#fab387", fontsize=10, fontweight="bold", fontfamily="monospace") - # DB name - ax.text(x, 1.65, db_name, ha="center", color=color, + ax.text(x, DB_Y + 1.72, "Oracle 26ai", ha="center", color=color, fontsize=11, fontweight="bold") - ax.text(x, 2.35, db_tech, ha="center", color=DIAG_AXIS, - fontsize=9, multialignment="center") + ax.text(x, DB_Y + 1.92, "Schema: VECTOR", ha="center", color=color, + fontsize=9) + ax.text(x, DB_Y + 2.10, db_tech, ha="center", color=DIAG_AXIS, + fontsize=9) else: - ax.text(x, 1.5, db_name, ha="center", color=color, + # Split db_name → ["PostgreSQL 18"] or ["Oracle 26ai", "VECTORS_USER"] + # Split db_tech → ["pgvector 0.8.2", "HNSW (Disk)"] or ["HNSW (SGA)"] + name_parts = db_name.split("\n") + tech_parts = db_tech.split("\n") + hnsw = tech_parts[-1] # always last + tech_extra = tech_parts[:-1] # e.g. ["pgvector 0.8.2"] + + # HNSW — same height across all three DB boxes + ax.text(x, DB_Y + 2.10, hnsw, ha="center", color=DIAG_AXIS, fontsize=9) + + # Middle line: schema name or version info (matches "Schema: VECTOR" in col 3) + if len(name_parts) > 1: + mid_label = "Schema: " + name_parts[1] + elif tech_extra: + mid_label = tech_extra[0] + else: + mid_label = "" + if mid_label: + ax.text(x, DB_Y + 1.92, mid_label, ha="center", color=color, fontsize=9) + + # Main DB name (matches "Oracle 26ai" in col 3) + ax.text(x, DB_Y + 1.72, name_parts[0], ha="center", color=color, fontsize=11, fontweight="bold") - ax.text(x, 0.72, db_tech, ha="center", color=DIAG_AXIS, - fontsize=9, multialignment="center") # ── Vertical separators for xsep in [4.5, 8.85]: - ax.plot([xsep, xsep], [0.05, 5.9], color=DIAG_GRID, lw=1, linestyle="--") + ax.plot([xsep, xsep], [0.05, 5.55], color=DIAG_GRID, lw=1, linestyle="--") # ── Caption — separated from boxes, applies to all three columns ax.plot([0.3, 13.2], [-0.18, -0.18], color=DIAG_GRID, lw=1) @@ -437,7 +475,7 @@ def divider(slide, y, color=DIM_CLR): s = add_slide(logo=False, footer=False) # title slide: custom layout title_slide_layout(s, "Vektoren in der Datenbank", - "Semantische Bildsuche mit PostgreSQL/pgvector und Oracle 26ai") + "Der VECTOR-Datentyp in Oracle 26ai und PostgreSQL") # Conference details txb(s, CONFERENCE, Inches(1), Inches(5.0), Inches(11.33), Inches(0.5), @@ -449,7 +487,30 @@ txb(s, f"{EVENT_DATE} · {EVENT_CITY}", s.shapes.add_picture(LOGO_PATH, Inches(4.67), Inches(6.1), Inches(4.0), Inches(1.06)) # ════════════════════════════════════════════════════════════════════════════ -# Slide 2 — Agenda +# Slide 2 — Motivation: Der VECTOR-Datentyp +# ════════════════════════════════════════════════════════════════════════════ +s = add_slide() +section_header(s, "Der VECTOR-Datentyp", ACCENT_PG) +bullet_box(s, [ + "▸ VECTOR ist ein neuer nativer Datentyp in Oracle AI Database 26ai und PostgreSQL (pgvector)", + "▸ Ermöglicht das Speichern hochdimensionaler Vektoren direkt in der Datenbank", + "▸ Bringt optimierte Suchoperatoren und Indizes für Ähnlichkeitssuche (k-NN) mit", + "▸ Macht KI-Embeddings zu einem First-Class-Citizen in relationalen Datenbanken", +], Inches(0.8), Inches(1.3), Inches(11.5), Inches(2.2), size=22) + +divider(s, Inches(3.7)) + +txb(s, "Ziel dieses Vortrags", Inches(0.8), Inches(3.85), Inches(11.5), Inches(0.5), + size=22, bold=True, color=ACCENT_PG) +bullet_box(s, [ + "▸ Den VECTOR-Datentyp erklären — was er ist, wie er funktioniert", + "▸ Gemeinsamkeiten und Unterschiede zwischen Oracle 26ai und PostgreSQL/pgvector zeigen", + "▸ Eine konkrete Demo: semantische Bildsuche mit 116 Street-Fotos", + "▸ Drei Ansätze vergleichen: pgvector, Oracle (Python-Embedding), Oracle (In-Database-Embedding)", +], Inches(0.8), Inches(4.4), Inches(11.5), Inches(2.3), size=20) + +# ════════════════════════════════════════════════════════════════════════════ +# Slide 3 — Agenda # ════════════════════════════════════════════════════════════════════════════ s = add_slide() section_header(s, "Agenda", ACCENT_PG) @@ -483,8 +544,8 @@ bullet_box(s, [ s.shapes.add_picture(DIAG_S3, Inches(7.8), Inches(1.1), Inches(5.3), Inches(5.3)) txb(s, "Vektoren machen Ähnlichkeit berechenbar.", - Inches(0.8), Inches(5.8), Inches(6.8), Inches(0.7), - size=22, bold=True, color=ACCENT_GRN) + Inches(0.3), Inches(5.75), Inches(7.4), Inches(0.8), + size=26, bold=True, color=ACCENT_GRN) # ════════════════════════════════════════════════════════════════════════════ # Slide 4 — Semantische Suche @@ -696,11 +757,11 @@ bullet_box(s, [ "▸ Der Text-String ist der einzige Parameter aus Python", "▸ Schema: VECTOR — Tabelle: FOTO_VEKTOR — Bilder als BLOB gespeichert", "▸ HNSW-Index auf FOTO_VEKTOR (wie in Schema VECTORS_USER)", -], Inches(0.8), Inches(1.3), Inches(11.5), Inches(3.0), size=19) +], Inches(0.8), Inches(1.3), Inches(11.5), Inches(2.4), size=16) code_box(s, "-- Gesamte Logik in einem SQL-Statement\nSELECT filename,\n 1 - VECTOR_DISTANCE(\n foto_vek,\n VECTOR_EMBEDDING(CLIP_TXT USING :q AS data),\n COSINE\n ) AS score\nFROM VECTOR.FOTO_VEKTOR\nORDER BY VECTOR_DISTANCE(\n foto_vek,\n VECTOR_EMBEDDING(CLIP_TXT USING :q AS data), COSINE)\nFETCH FIRST 12 ROWS ONLY;", - Inches(0.8), Inches(3.6), Inches(7.5), Inches(3.3), size=13) + Inches(0.8), Inches(3.8), Inches(7.5), Inches(3.0), size=11) bullet_box(s, [ ":q = reiner Text aus Python", @@ -711,7 +772,7 @@ bullet_box(s, [ " • Vektorsuche", "", "→ Architektur vereinfacht sich", -], Inches(9.0), Inches(3.6), Inches(4.0), Inches(3.4), size=18, color=DIM_CLR) +], Inches(9.0), Inches(3.8), Inches(4.0), Inches(3.0), size=16, color=DIM_CLR) # ════════════════════════════════════════════════════════════════════════════ # Slide 12 — ONNX in Oracle: Besonderheit @@ -809,7 +870,9 @@ bullet_box(s, [ "▸ Oracle In-DB Embedding: Architektur ohne ML-Laufzeit im App-Server", "▸ CLIP ermöglicht Bildersuche per Freitext — ohne Tagging oder Metadaten", "▸ HNSW liefert schnelle approximative k-NN-Suche in beiden Datenbanken", -], Inches(0.8), Inches(1.3), Inches(11.5), Inches(3.5), size=21) + "▸ VECTOR ist eine sehr willkommene Erweiterung — relationale Datenbanken", + " nutzen damit KI-Embeddings als First-Class-Citizen", +], Inches(0.8), Inches(1.3), Inches(11.5), Inches(4.2), size=21) divider(s, Inches(5.1))

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