forked from Archives/langchain
Update to Getting Started docs page for Memory (#5855)
Simply fixing a small typo in the memory page. Also removed an extra code block at the end of the file. Along the way, the current outputs seem to have changed in a few places so left that for posterity, and updated the number of runs which seems harmless, though I can clean that up if preferred.
This commit is contained in:
Dave Ingram
GitHub
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commit
106364a45c
@ -1,6 +1,7 @@
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{
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"cells": [
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{
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"attachments": {},
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"cell_type": "markdown",
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"id": "d31df93e",
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"metadata": {},
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@ -9,7 +10,7 @@
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"\n",
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"This notebook walks through how LangChain thinks about memory. \n",
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"\n",
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"Memory involves keeping a concept of state around throughout a user's interactions with an language model. A user's interactions with a language model are captured in the concept of ChatMessages, so this boils down to ingesting, capturing, transforming and extracting knowledge from a sequence of chat messages. There are many different ways to do this, each of which exists as its own memory type.\n",
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"Memory involves keeping a concept of state around throughout a user's interactions with a language model. A user's interactions with a language model are captured in the concept of ChatMessages, so this boils down to ingesting, capturing, transforming and extracting knowledge from a sequence of chat messages. There are many different ways to do this, each of which exists as its own memory type.\n",
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"\n",
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"In general, for each type of memory there are two ways to understanding using memory. These are the standalone functions which extract information from a sequence of messages, and then there is the way you can use this type of memory in a chain. \n",
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"\n",
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@ -25,7 +26,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 2,
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"id": "87235cf1",
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"metadata": {},
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"outputs": [],
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@ -41,18 +42,18 @@
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 3,
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"id": "be030822",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[HumanMessage(content='hi!', additional_kwargs={}),\n",
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" AIMessage(content='whats up?', additional_kwargs={})]"
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"[HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
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" AIMessage(content='whats up?', additional_kwargs={}, example=False)]"
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]
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},
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"execution_count": 5,
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -75,7 +76,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"execution_count": 4,
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"id": "a382b160",
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"metadata": {},
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"outputs": [],
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@ -85,7 +86,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"execution_count": 5,
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"id": "a280d337",
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"metadata": {},
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"outputs": [],
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@ -97,7 +98,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 12,
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"execution_count": 7,
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"id": "1b739c0a",
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"metadata": {},
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"outputs": [
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@ -107,7 +108,7 @@
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"{'history': 'Human: hi!\\nAI: whats up?'}"
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]
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},
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"execution_count": 12,
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"execution_count": 7,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -126,7 +127,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 8,
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"id": "798ceb1c",
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"metadata": {},
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"outputs": [],
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@ -138,18 +139,18 @@
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"execution_count": 9,
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"id": "698688fd",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"{'history': [HumanMessage(content='hi!', additional_kwargs={}),\n",
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" AIMessage(content='whats up?', additional_kwargs={})]}"
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"{'history': [HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
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" AIMessage(content='whats up?', additional_kwargs={}, example=False)]}"
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]
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},
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"execution_count": 14,
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"execution_count": 9,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -169,7 +170,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 15,
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"execution_count": 10,
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"id": "54301321",
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"metadata": {},
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"outputs": [],
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@ -188,7 +189,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"execution_count": 11,
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"id": "ae046bff",
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"metadata": {},
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"outputs": [
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@ -216,7 +217,7 @@
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"\" Hi there! It's nice to meet you. How can I help you today?\""
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]
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},
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"execution_count": 16,
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"execution_count": 11,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -227,7 +228,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 17,
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"execution_count": 12,
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"id": "d8e2a6ff",
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"metadata": {},
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"outputs": [
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@ -256,7 +257,7 @@
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"\" That's great! It's always nice to have a conversation with someone new. What would you like to talk about?\""
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]
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},
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"execution_count": 17,
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"execution_count": 12,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -267,7 +268,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 18,
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"execution_count": 13,
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"id": "15eda316",
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"metadata": {},
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"outputs": [
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@ -298,7 +299,7 @@
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"\" Sure! I'm an AI created to help people with their everyday tasks. I'm programmed to understand natural language and provide helpful information. I'm also constantly learning and updating my knowledge base so I can provide more accurate and helpful answers.\""
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]
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},
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"execution_count": 18,
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"execution_count": 13,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -319,7 +320,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 14,
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"id": "b5acbc4b",
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"metadata": {},
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"outputs": [],
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@ -338,7 +339,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"execution_count": 15,
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"id": "7812ee21",
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"metadata": {},
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"outputs": [],
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@ -348,18 +349,20 @@
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"execution_count": 16,
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"id": "3ed6e6a0",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[{'type': 'human', 'data': {'content': 'hi!', 'additional_kwargs': {}}},\n",
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" {'type': 'ai', 'data': {'content': 'whats up?', 'additional_kwargs': {}}}]"
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"[{'type': 'human',\n",
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" 'data': {'content': 'hi!', 'additional_kwargs': {}, 'example': False}},\n",
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" {'type': 'ai',\n",
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" 'data': {'content': 'whats up?', 'additional_kwargs': {}, 'example': False}}]"
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]
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},
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"execution_count": 3,
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"execution_count": 16,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -370,7 +373,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"execution_count": 17,
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"id": "cdf4ebd2",
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"metadata": {},
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"outputs": [],
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@ -380,18 +383,18 @@
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 18,
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"id": "9724e24b",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[HumanMessage(content='hi!', additional_kwargs={}),\n",
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" AIMessage(content='whats up?', additional_kwargs={})]"
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"[HumanMessage(content='hi!', additional_kwargs={}, example=False),\n",
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" AIMessage(content='whats up?', additional_kwargs={}, example=False)]"
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]
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},
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"execution_count": 5,
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"execution_count": 18,
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"metadata": {},
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"output_type": "execute_result"
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}
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@ -407,14 +410,6 @@
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"source": [
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"And that's it for the getting started! There are plenty of different types of memory, check out our examples to see them all"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "3dd37d93",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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@ -433,7 +428,7 @@
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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": "3.9.1"
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"version": "3.10.9"
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}
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},
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"nbformat": 4,
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