Harrison/update docs (#162)

minor update to docs re imports

docs/examples/prompts/few shot examples.ipynb

@@ -94,7 +94,7 @@
     "]\n",
     "example_prompt = PromptTemplate(input_variables=[\"question\", \"answer\"], template=\"Question: {question}\\n{answer}\")\n",
     "\n",
-    "prompt = FewShotPrompt(\n",
+    "prompt = FewShotPromptTemplate(\n",
     "    examples=examples, \n",
     "    example_prompt=example_prompt, \n",
     "    suffix=\"Question: {input}\", \n",
@@ -104,7 +104,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "id": "897d4e08",
    "metadata": {},
    "outputs": [],
@@ -128,7 +128,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "id": "7ab7379f",
    "metadata": {},
    "outputs": [],
@@ -298,7 +298,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.7"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

docs/examples/prompts/generate_examples.ipynb

@@ -73,7 +73,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "id": "a7bd36bc",
    "metadata": {
     "pycharm": {
@@ -87,7 +87,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 4,
    "id": "e1efb008",
    "metadata": {
     "pycharm": {
@@ -100,15 +100,26 @@
       "text/plain": [
        "['',\n",
        " '',\n",
+       " 'Question: What is the highest mountain peak in North America?',\n",
        " '',\n",
-       " 'Question: Is the film \"The Omen\" based on a book?',\n",
-       " 'Thought 1: I need to search \"The Omen\" and find if it is based on a book.',\n",
-       " 'Action 1: Search[\"The Omen\"]',\n",
-       " 'Observation 1: The Omen is a 1976 American supernatural horror film directed by Richard Donner and written by David Seltzer.',\n",
-       " 'Thought 2: The Omen is not based on a book.']"
+       " 'Thought 1: I need to search North America and find the highest mountain peak.',\n",
+       " '',\n",
+       " 'Action 1: Search[North America]',\n",
+       " '',\n",
+       " 'Observation 1: North America is a continent entirely within the Northern Hemisphere and almost all within the Western Hemisphere.',\n",
+       " '',\n",
+       " 'Thought 2: I need to look up \"highest mountain peak\".',\n",
+       " '',\n",
+       " 'Action 2: Lookup[highest mountain peak]',\n",
+       " '',\n",
+       " 'Observation 2: (Result 1 / 1) Denali, formerly Mount McKinley, is the highest mountain peak in North America, with a summit elevation of 20,310 feet (6,190 m) above sea level.',\n",
+       " '',\n",
+       " 'Thought 3: Denali is the highest mountain peak in North America, with a summit elevation of 20,310 feet.',\n",
+       " '',\n",
+       " 'Action 3: Finish[20,310 feet]']"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -142,7 +153,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.7"
+   "version": "3.7.6"
   }
  },
  "nbformat": 4,

docs/examples/prompts/prompt_management.ipynb

@@ -191,7 +191,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.prompts.few_shot import FewShotPromptTemplate"
+    "from langchain.prompts import FewShotPromptTemplate"
    ]
   },
   {
@@ -276,7 +276,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.prompts.example_selector.length_based import LengthBasedExampleSelector"
+    "from langchain.prompts.example_selector import LengthBasedExampleSelector"
    ]
   },
   {
@@ -298,7 +298,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 10,
    "id": "207e55f7",
    "metadata": {},
    "outputs": [],
@@ -328,7 +328,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 11,
    "id": "d00b4385",
    "metadata": {},
    "outputs": [
@@ -365,7 +365,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 12,
    "id": "878bcde9",
    "metadata": {},
    "outputs": [
@@ -406,7 +406,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from langchain.prompts.example_selector.semantic_similarity import SemanticSimilarityExampleSelector\n",
+    "from langchain.prompts.example_selector import SemanticSimilarityExampleSelector\n",
     "from langchain.vectorstores import FAISS\n",
     "from langchain.embeddings import OpenAIEmbeddings"
    ]