chore: migrate package name to letta (#1775)
Co-authored-by: Charles Packer <packercharles@gmail.com> Co-authored-by: Shubham Naik <shubham.naik10@gmail.com> Co-authored-by: Shubham Naik <shub@memgpt.ai>
This commit is contained in:
Sarah Wooders
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"id": "cac06555-9ce8-4f01-bbef-3f8407f4b54d",
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"metadata": {},
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"source": [
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"# Lab 3: Building custom data connectors for MemGPT\n",
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"This example notebook goes over how to create a connector to load external data sources into MemGPT agents. "
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"# Lab 3: Building custom data connectors for Letta\n",
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"This example notebook goes over how to create a connector to load external data sources into Letta agents. "
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]
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},
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"metadata": {},
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"outputs": [],
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"source": [
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"from memgpt import create_client \n",
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"from letta import create_client \n",
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"\n",
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"client = create_client() "
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]
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}
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],
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"source": [
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"import memgpt\n",
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"import letta\n",
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"import chromadb\n",
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"\n",
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"print(memgpt.__version__)\n",
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"print(letta.__version__)\n",
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"print(chromadb.__version__)"
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]
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},
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"metadata": {},
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"source": [
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"### Loading external data into archival memory \n",
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"In this section, we'll how you how you can use the `llama-index` library add external data sources as memories into MemGPT. "
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"In this section, we'll how you how you can use the `llama-index` library add external data sources as memories into Letta. "
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]
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},
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"Using cached chromedriver_autoinstaller-0.6.4-py3-none-any.whl (7.6 kB)\n",
|
||||
"Using cached newspaper3k-0.2.8-py3-none-any.whl (211 kB)\n",
|
||||
@@ -248,8 +248,8 @@
|
||||
" Uninstalling html2text-2020.1.16:\n",
|
||||
" Successfully uninstalled html2text-2020.1.16\n",
|
||||
"ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
|
||||
"pymemgpt 0.3.19 requires docstring-parser<0.16,>=0.15, but you have docstring-parser 0.11 which is incompatible.\n",
|
||||
"pymemgpt 0.3.19 requires html2text<2021.0.0,>=2020.1.16, but you have html2text 2024.2.26 which is incompatible.\n",
|
||||
"pyletta 0.3.19 requires docstring-parser<0.16,>=0.15, but you have docstring-parser 0.11 which is incompatible.\n",
|
||||
"pyletta 0.3.19 requires html2text<2021.0.0,>=2020.1.16, but you have html2text 2024.2.26 which is incompatible.\n",
|
||||
"Successfully installed chromedriver-autoinstaller-0.6.4 cssselect-1.2.0 feedfinder2-0.0.4 feedparser-6.0.11 html2text-2024.2.26 jieba3k-0.35.1 llama-index-readers-web-0.1.23 lxml-5.3.0 newspaper3k-0.2.8 outcome-1.3.0.post0 playwright-1.46.0 pyee-11.1.0 pysocks-1.7.1 requests-file-2.1.0 selenium-4.24.0 sgmllib3k-1.0.0 sortedcontainers-2.4.0 spider-client-0.0.27 tinysegmenter-0.3 tldextract-5.1.2 trio-0.26.2 trio-websocket-0.11.1 websocket-client-1.8.0 wsproto-1.2.0\n",
|
||||
"\n",
|
||||
"[notice] A new release of pip is available: 24.0 -> 24.2\n",
|
||||
@@ -269,8 +269,8 @@
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"from memgpt.data_sources.connectors import DataConnector \n",
|
||||
"from memgpt.schemas.document import Document\n",
|
||||
"from letta.data_sources.connectors import DataConnector \n",
|
||||
"from letta.schemas.document import Document\n",
|
||||
"from llama_index.core import Document as LlamaIndexDocument\n",
|
||||
"from llama_index.core import SummaryIndex\n",
|
||||
"from llama_index.readers.web import SimpleWebPageReader\n",
|
||||
@@ -350,12 +350,12 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"MemGPT.memgpt.server.server - INFO - Created new agent from config: <memgpt.agent.Agent object at 0x14be2e960>\n"
|
||||
"Letta.letta.server.server - INFO - Created new agent from config: <letta.agent.Agent object at 0x14be2e960>\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"from memgpt.schemas.memory import ChatMemory\n",
|
||||
"from letta.schemas.memory import ChatMemory\n",
|
||||
"\n",
|
||||
"wiki_persona = \"You a study assistant with a great source of knowlege \" \\\n",
|
||||
"+ \"stored in archival. You should always search your archival memory \" \\\n",
|
||||
@@ -380,9 +380,9 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"MemGPT.memgpt.server.server - INFO - Grabbing agent user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964 agent_id=agent-897ef46b-2682-4d79-be8a-3ad0250ee084 from database\n",
|
||||
"MemGPT.memgpt.server.server - INFO - Creating an agent object\n",
|
||||
"MemGPT.memgpt.server.server - INFO - Adding agent to the agent cache: user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964, agent_id=agent-897ef46b-2682-4d79-be8a-3ad0250ee084\n"
|
||||
"Letta.letta.server.server - INFO - Grabbing agent user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964 agent_id=agent-897ef46b-2682-4d79-be8a-3ad0250ee084 from database\n",
|
||||
"Letta.letta.server.server - INFO - Creating an agent object\n",
|
||||
"Letta.letta.server.server - INFO - Adding agent to the agent cache: user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964, agent_id=agent-897ef46b-2682-4d79-be8a-3ad0250ee084\n"
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -432,7 +432,7 @@
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## Connecting to external data via tools\n",
|
||||
"In the last section, we went over how to store data inside of MemGPT's archival memory. However in many cases, it can be easier to simply connect a MemGPT agent to access an external data source directly via a tool. "
|
||||
"In the last section, we went over how to store data inside of Letta's archival memory. However in many cases, it can be easier to simply connect a Letta agent to access an external data source directly via a tool. "
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -478,8 +478,8 @@
|
||||
"id": "73de8d11-6844-4dee-b2f6-1d5bc775ab19",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"### Adding a custom tool to MemGPT \n",
|
||||
"We can access this external data via an agent by adding the function as a tool to MemGPT. "
|
||||
"### Adding a custom tool to Letta \n",
|
||||
"We can access this external data via an agent by adding the function as a tool to Letta. "
|
||||
]
|
||||
},
|
||||
{
|
||||
@@ -522,7 +522,7 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"MemGPT.memgpt.server.server - INFO - Created new agent from config: <memgpt.agent.Agent object at 0x14c0c79e0>\n"
|
||||
"Letta.letta.server.server - INFO - Created new agent from config: <letta.agent.Agent object at 0x14c0c79e0>\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
@@ -548,9 +548,9 @@
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"MemGPT.memgpt.server.server - INFO - Grabbing agent user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964 agent_id=agent-f207e43b-2021-45be-9dde-48822c898e77 from database\n",
|
||||
"MemGPT.memgpt.server.server - INFO - Creating an agent object\n",
|
||||
"MemGPT.memgpt.server.server - INFO - Adding agent to the agent cache: user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964, agent_id=agent-f207e43b-2021-45be-9dde-48822c898e77\n",
|
||||
"Letta.letta.server.server - INFO - Grabbing agent user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964 agent_id=agent-f207e43b-2021-45be-9dde-48822c898e77 from database\n",
|
||||
"Letta.letta.server.server - INFO - Creating an agent object\n",
|
||||
"Letta.letta.server.server - INFO - Adding agent to the agent cache: user_id=user-552dee3c-baaf-443a-9d23-8bb54f4af964, agent_id=agent-f207e43b-2021-45be-9dde-48822c898e77\n",
|
||||
"[Message(id='message-d9b432de-2bb6-4c85-8bb9-a31067e271fc', role=<MessageRole.assistant: 'assistant'>, text=\"Let's access the birthday_db and find out Sarah's birthday.\", user_id='user-552dee3c-baaf-443a-9d23-8bb54f4af964', agent_id='agent-f207e43b-2021-45be-9dde-48822c898e77', model='gpt-4', name=None, created_at=datetime.datetime(2024, 9, 3, 22, 11, 24, 961893, tzinfo=datetime.timezone.utc), tool_calls=[ToolCall(id='cad6f053-27d7-4281-a04b-05a57', type='function', function=ToolCallFunction(name='query_birthday_db', arguments='{\\n \"name\": \"Sarah\",\\n \"request_heartbeat\": true\\n}'))], tool_call_id=None),\n",
|
||||
" Message(id='message-f27fd0a8-be72-457c-8b3c-849818aeec4d', role=<MessageRole.tool: 'tool'>, text='{\\n \"status\": \"OK\",\\n \"message\": \"03-06-1997\",\\n \"time\": \"2024-09-03 03:11:24 PM PDT-0700\"\\n}', user_id='user-552dee3c-baaf-443a-9d23-8bb54f4af964', agent_id='agent-f207e43b-2021-45be-9dde-48822c898e77', model='gpt-4', name='query_birthday_db', created_at=datetime.datetime(2024, 9, 3, 22, 11, 24, 962306, tzinfo=datetime.timezone.utc), tool_calls=None, tool_call_id='cad6f053-27d7-4281-a04b-05a57'),\n",
|
||||
" Message(id='message-7423c90e-822f-40ac-aff9-8791a360dd31', role=<MessageRole.assistant: 'assistant'>, text=\"I found the information. Now, let's communicate this back to Sarah in a friendly and human-like manner.\", user_id='user-552dee3c-baaf-443a-9d23-8bb54f4af964', agent_id='agent-f207e43b-2021-45be-9dde-48822c898e77', model='gpt-4', name=None, created_at=datetime.datetime(2024, 9, 3, 22, 11, 29, 400783, tzinfo=datetime.timezone.utc), tool_calls=[ToolCall(id='1abfa1e3-a266-48a3-8773-d6087', type='function', function=ToolCallFunction(name='send_message', arguments='{\\n \"message\": \"Hello Sarah, your birthday is on the 6th of March, 1997. Isn\\'t it wonderful to celebrate another year of life?\"\\n}'))], tool_call_id=None),\n",
|
||||
@@ -570,9 +570,9 @@
|
||||
],
|
||||
"metadata": {
|
||||
"kernelspec": {
|
||||
"display_name": "memgpt",
|
||||
"display_name": "letta",
|
||||
"language": "python",
|
||||
"name": "memgpt"
|
||||
"name": "letta"
|
||||
},
|
||||
"language_info": {
|
||||
"codemirror_mode": {
|
||||
|
||||
Reference in New Issue
Block a user