added fastapi endpoints

doc-experiment.ipynb

@@ -341,6 +341,13 @@
     "    "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Data Search"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 83,
@@ -543,76 +550,6 @@
     "    print(f\"* [SIM={score:3f}] {res.page_content} [{res.metadata}]\")"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Data Search"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "query = \"Steering assist function/lane centering function\"\n",
-    "docs = load_db.similarity_search(query)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(docs[0].page_content)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "print(docs[0].metadata['page'])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def search(db, query, k=4):\n",
-    "  docs = db.similarity_search(query, k)\n",
-    "  all = \"\"\n",
-    "  pages = []\n",
-    "  for doc in docs:\n",
-    "      all += f\"{doc.page_content}\\n\"\n",
-    "      pages.append(doc.metadata['page'])\n",
-    "  return docs[0].page_content, all, pages"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "search_result, all, pages = search(db, \"What is LDA\")\n",
-    "print( search_result )"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pages"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,