mirror of
https://github.com/kennethreitz/langchain.git
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add few shot example (#148)
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@@ -169,7 +169,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.6"
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"version": "3.8.7"
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}
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},
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"nbformat": 4,
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@@ -25,12 +25,12 @@
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}
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],
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"source": [
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"from langchain import Prompt, HuggingFaceHub, LLMChain\n",
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"from langchain import PromptTemplate, HuggingFaceHub, LLMChain\n",
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"\n",
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"template = \"\"\"Question: {question}\n",
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"\n",
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"Answer: Let's think step by step.\"\"\"\n",
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"prompt = Prompt(template=template, input_variables=[\"question\"])\n",
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"prompt = PromptTemplate(template=template, input_variables=[\"question\"])\n",
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"llm_chain = LLMChain(prompt=prompt, llm=HuggingFaceHub(repo_id=\"google/flan-t5-xl\", model_kwargs={\"temperature\":1e-10}))\n",
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"\n",
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"question = \"What NFL team won the Super Bowl in the year Justin Beiber was born?\"\n",
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@@ -63,7 +63,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.6"
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"version": "3.8.7"
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}
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},
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"nbformat": 4,
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@@ -69,7 +69,7 @@
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"outputs": [],
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"source": [
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"# Map reduce example\n",
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"from langchain import Prompt\n",
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"from langchain import PromptTemplate\n",
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"from langchain.text_splitter import CharacterTextSplitter\n",
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"from langchain.chains.mapreduce import MapReduceChain\n",
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"\n",
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@@ -81,7 +81,7 @@
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"\n",
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"\n",
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"CONCISE SUMMARY:\"\"\"\n",
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"prompt = Prompt(template=_prompt, input_variables=[\"text\"])\n",
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"prompt = PromptTemplate(template=_prompt, input_variables=[\"text\"])\n",
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"\n",
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"text_splitter = CharacterTextSplitter()\n",
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"\n",
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@@ -202,7 +202,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.6"
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"version": "3.8.7"
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},
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"vscode": {
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"interpreter": {
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