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Wfh/ref links (#8454)

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William FH
2023-07-29 08:44:32 -07:00
committed by GitHub
parent 13b4f465e2
commit b7c0eb9ecb
23 changed files with 189 additions and 379 deletions
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13
docs/extras/modules/chains/how_to/custom_chain.ipynb
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@@ -15,10 +15,7 @@
"execution_count": 11,
"id": "c19c736e-ca74-4726-bb77-0a849bcc2960",
"metadata": {
"tags": [],
"vscode": {
"languageId": "python"
}
"tags": []
},
"outputs": [],
"source": [
@@ -28,7 +25,7 @@
"\n",
"from pydantic import Extra\n",
"\n",
"from langchain.schema import BaseLanguageModel\n",
"from langchain.schema.language_model import BaseLanguageModel\n",
"from langchain.callbacks.manager import (\n",
" AsyncCallbackManagerForChainRun,\n",
" CallbackManagerForChainRun,\n",
@@ -130,11 +127,7 @@
"cell_type": "code",
"execution_count": 12,
"id": "18361f89",
"metadata": {
"vscode": {
"languageId": "python"
}
},
"metadata": {},
"outputs": [
{
"name": "stdout",

81
docs/extras/modules/model_io/prompts/prompt_templates/few_shot_examples_chat.ipynb
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@@ -35,19 +35,16 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 2,
"id": "91f1ca7f-a748-44c7-a1c6-a89a2d1414ba",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"from langchain.schema import SystemMessage\n",
"from langchain.prompts import (\n",
" FewShotChatMessagePromptTemplate,\n",
" HumanMessagePromptTemplate,\n",
" AIMessagePromptTemplate,\n",
" SystemMessagePromptTemplate,\n",
" ChatPromptTemplate,\n",
")"
]
},
@@ -61,7 +58,7 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 3,
"id": "0fc5a02a-6249-4e92-95c3-30fff9671e8b",
"metadata": {
"tags": []
@@ -84,7 +81,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 4,
"id": "65e72ad1-9060-47d0-91a1-bc130c8b98ac",
"metadata": {
"tags": []
@@ -103,9 +100,12 @@
],
"source": [
"# This is a prompt template used to format each individual example.\n",
"example_prompt = HumanMessagePromptTemplate.from_template(\n",
" \"{input}\"\n",
") + AIMessagePromptTemplate.from_template(\"{output}\")\n",
"example_prompt = ChatPromptTemplate.from_messages(\n",
" [\n",
" (\"human\", \"{input}\"),\n",
" (\"ai\", \"{output}\"),\n",
" ]\n",
")\n",
"few_shot_prompt = FewShotChatMessagePromptTemplate(\n",
" example_prompt=example_prompt,\n",
" examples=examples,\n",
@@ -124,23 +124,25 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 5,
"id": "9f86d6d9-50de-41b6-b6c7-0f9980cc0187",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"final_prompt = (\n",
" SystemMessagePromptTemplate.from_template(\"You are wonderous wizard of math.\")\n",
" + few_shot_prompt\n",
" + HumanMessagePromptTemplate.from_template(\"{input}\")\n",
"final_prompt = ChatPromptTemplate.from_messages(\n",
" [\n",
" (\"system\", \"You are wonderous wizard of math.\"),\n",
" few_shot_prompt,\n",
" (\"human\", \"{input}\"),\n",
" ]\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 6,
"id": "97d443b1-6fae-4b36-bede-3ff7306288a3",
"metadata": {
"tags": []
@@ -149,10 +151,10 @@
{
"data": {
"text/plain": [
"AIMessage(content=' Triangles do not have a \"square\". A square refers to a shape with 4 equal sides and 4 right angles. Triangles have 3 sides and 3 angles.\\n\\nThe area of a triangle can be calculated using the formula:\\n\\nA = 1/2 * b * h\\n\\nWhere:\\n\\nA is the area \\nb is the base (the length of one of the sides)\\nh is the height (the length from the base to the opposite vertex)\\n\\nSo the area depends on the specific dimensions of the triangle. There is no single \"square of a triangle\". The area can vary greatly between different triangles.', additional_kwargs={}, example=False)"
"AIMessage(content=' Triangles do not have a \"square\". A square refers to a shape with 4 equal sides and 4 right angles. Triangles have 3 sides and 3 angles.\\n\\nThe area of a triangle can be calculated using the formula:\\n\\nA = 1/2 * b * h\\n\\nWhere:\\n\\nA is the area \\nb is the base (the length of one of the sides)\\nh is the height (the length from the base to the opposite vertex)\\n\\nSo the area depends on the specific dimensions of the triangle. There is no single \"square of a triangle\". The area can vary greatly depending on the base and height measurements.', additional_kwargs={}, example=False)"
]
},
"execution_count": 14,
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -182,7 +184,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": 7,
"id": "6f7b5e86-4ca7-4edd-bf2b-9663030b2393",
"metadata": {
"tags": []
@@ -204,7 +206,7 @@
},
{
"cell_type": "code",
"execution_count": 16,
"execution_count": 8,
"id": "ad66f06a-66fd-4fcc-8166-5d0e3c801e57",
"metadata": {
"tags": []
@@ -239,7 +241,7 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 9,
"id": "7790303a-f722-452e-8921-b14bdf20bdff",
"metadata": {
"tags": []
@@ -252,7 +254,7 @@
" {'input': '2+4', 'output': '6'}]"
]
},
"execution_count": 17,
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -279,17 +281,17 @@
},
{
"cell_type": "code",
"execution_count": 19,
"execution_count": 10,
"id": "253c255e-41d7-45f6-9d88-c7a0ced4b1bd",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"from langchain.schema import SystemMessage\n",
"from langchain.prompts import ChatPromptTemplate, HumanMessagePromptTemplate\n",
"from langchain.prompts.few_shot import FewShotChatMessagePromptTemplate\n",
"\n",
"from langchain.prompts import (\n",
" FewShotChatMessagePromptTemplate,\n",
" ChatPromptTemplate,\n",
")\n",
"\n",
"# Define the few-shot prompt.\n",
"few_shot_prompt = FewShotChatMessagePromptTemplate(\n",
@@ -299,9 +301,8 @@
" # Define how each example will be formatted.\n",
" # In this case, each example will become 2 messages:\n",
" # 1 human, and 1 AI\n",
" example_prompt=(\n",
" HumanMessagePromptTemplate.from_template(\"{input}\")\n",
" + AIMessagePromptTemplate.from_template(\"{output}\")\n",
" example_prompt=ChatPromptTemplate.from_messages(\n",
" [(\"human\", \"{input}\"), (\"ai\", \"{output}\")]\n",
" ),\n",
")"
]
@@ -316,7 +317,7 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 11,
"id": "860bf682-c469-40e9-b657-27bfe7026099",
"metadata": {
"tags": []
@@ -347,23 +348,25 @@
},
{
"cell_type": "code",
"execution_count": 24,
"execution_count": 12,
"id": "e731cb45-f0ea-422c-be37-42af2a6cb2c4",
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"final_prompt = (\n",
" SystemMessagePromptTemplate.from_template(\"You are wonderous wizard of math.\")\n",
" + few_shot_prompt\n",
" + HumanMessagePromptTemplate.from_template(\"{input}\")\n",
"final_prompt = ChatPromptTemplate.from_messages(\n",
" [\n",
" (\"system\", \"You are wonderous wizard of math.\"),\n",
" few_shot_prompt,\n",
" (\"human\", \"{input}\"),\n",
" ]\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 25,
"execution_count": 13,
"id": "e6cc4199-8947-42d7-91f0-375de1e15bd9",
"metadata": {
"tags": []
@@ -396,7 +399,7 @@
},
{
"cell_type": "code",
"execution_count": 26,
"execution_count": 14,
"id": "0568cbc6-5354-47f1-ab4d-dfcc616cf583",
"metadata": {
"tags": []
@@ -408,7 +411,7 @@
"AIMessage(content=' 3 + 3 = 6', additional_kwargs={}, example=False)"
]
},
"execution_count": 26,
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}