From 0c2bf054064226050470748aef90c119e73db4fa Mon Sep 17 00:00:00 2001 From: Sarah Wooders Date: Tue, 26 Dec 2023 17:50:49 +0400 Subject: [PATCH] Bugfixes for get_all function and code cleanup to match main --- memgpt/connectors/chroma.py | 7 +- memgpt/connectors/db.py | 29 - memgpt/connectors/storage.py | 27 +- memgpt/memory.py | 15 +- memgpt/utils.py | 11 +- poetry.lock | 1205 +++++++++++++++++----------------- pyproject.toml | 9 +- tests/test_storage.py | 4 +- 8 files changed, 660 insertions(+), 647 deletions(-) diff --git a/memgpt/connectors/chroma.py b/memgpt/connectors/chroma.py index 9e32e0b6..6deef1d5 100644 --- a/memgpt/connectors/chroma.py +++ b/memgpt/connectors/chroma.py @@ -93,11 +93,14 @@ class ChromaStorageConnector(StorageConnector): for (text, id, metadatas) in zip(results["documents"], results["ids"], results["metadatas"]) ] - def get_all(self, filters: Optional[Dict] = {}, limit=10) -> List[Record]: + def get_all(self, filters: Optional[Dict] = {}, limit=None) -> List[Record]: ids, filters = self.get_filters(filters) if self.collection.count() == 0: return [] - results = self.collection.get(ids=ids, include=self.include, where=filters, limit=limit) + if limit: + results = self.collection.get(ids=ids, include=self.include, where=filters, limit=limit) + else: + results = self.collection.get(ids=ids, include=self.include, where=filters) return self.results_to_records(results) def get(self, id: str) -> Optional[Record]: diff --git a/memgpt/connectors/db.py b/memgpt/connectors/db.py index f949b2a3..b567f769 100644 --- a/memgpt/connectors/db.py +++ b/memgpt/connectors/db.py @@ -191,7 +191,6 @@ class SQLStorageConnector(StorageConnector): filter_conditions = {**self.filters, **filters} else: filter_conditions = self.filters - print("SQL FILTERS", filter_conditions) return [getattr(self.db_model, key) == value for key, value in filter_conditions.items()] def get_all_paginated(self, filters: Optional[Dict] = {}, page_size: Optional[int] = 1000) -> Iterator[List[Record]]: @@ -232,7 +231,6 @@ class SQLStorageConnector(StorageConnector): # return size of table session = self.Session() filters = self.get_filters(filters) - print("ALL FILTERS", filters) return session.query(self.db_model).filter(*filters).count() def insert(self, record: Record): @@ -345,33 +343,6 @@ class PostgresStorageConnector(SQLStorageConnector): records = [result.to_record() for result in results] return records - def delete(self, filters: Optional[Dict] = {}): - session = self.Session() - filters = self.get_filters(filters) - session.query(self.db_model).filter(*filters).delete() - session.commit() - - -class PostgresStorageConnector(SQLStorageConnector): - """Storage via Postgres""" - - # TODO: this should probably eventually be moved into a parent DB class - - def __init__(self, table_type: str, agent_config: Optional[AgentConfig] = None): - super().__init__(table_type=table_type, agent_config=agent_config) - self.Session().execute(text("CREATE EXTENSION IF NOT EXISTS vector")) # Enables the vector extension - - def query(self, query: str, query_vec: List[float], top_k: int = 10, filters: Optional[Dict] = {}) -> List[Record]: - session = self.Session() - filters = self.get_filters(filters) - results = session.scalars( - select(self.db_model).filter(*filters).order_by(self.db_model.embedding.l2_distance(query_vec)).limit(top_k) - ).all() - - # Convert the results into Passage objects - records = [result.to_record() for result in results] - return records - class SQLLiteStorageConnector(SQLStorageConnector): def __init__(self, table_type: str, agent_config: Optional[AgentConfig] = None): diff --git a/memgpt/connectors/storage.py b/memgpt/connectors/storage.py index 1c267359..90a2ac54 100644 --- a/memgpt/connectors/storage.py +++ b/memgpt/connectors/storage.py @@ -73,8 +73,6 @@ class StorageConnector: else: self.filters = {} - print("FILTERS", self.filters) - def get_filters(self, filters: Optional[Dict] = {}): # get all filters for query if filters is not None: @@ -87,19 +85,12 @@ class StorageConnector: if agent_config is not None: # Table names for agent-specific tables - if agent_config.memgpt_version < "0.2.6": - # if agent is prior version, use old table name - if table_type == TableType.ARCHIVAL_MEMORY: - return f"memgpt_agent_{self.sanitize_table_name(agent_config.name)}" - else: - raise ValueError(f"Table type {table_type} not implemented") + if table_type == TableType.ARCHIVAL_MEMORY: + return ARCHIVAL_TABLE_NAME + elif table_type == TableType.RECALL_MEMORY: + return RECALL_TABLE_NAME else: - if table_type == TableType.ARCHIVAL_MEMORY: - return ARCHIVAL_TABLE_NAME - elif table_type == TableType.RECALL_MEMORY: - return RECALL_TABLE_NAME - else: - raise ValueError(f"Table type {table_type} not implemented") + raise ValueError(f"Table type {table_type} not implemented") else: # table names for non-agent specific tables if table_type == TableType.PASSAGES: @@ -132,10 +123,12 @@ class StorageConnector: from memgpt.connectors.chroma import ChromaStorageConnector return ChromaStorageConnector(agent_config=agent_config, table_type=table_type) - elif storage_type == "lancedb": - from memgpt.connectors.db import LanceDBConnector - return LanceDBConnector(agent_config=agent_config, table_type=table_type) + # TODO: add back + # elif storage_type == "lancedb": + # from memgpt.connectors.db import LanceDBConnector + + # return LanceDBConnector(agent_config=agent_config, table_type=table_type) elif storage_type == "local": from memgpt.connectors.local import InMemoryStorageConnector diff --git a/memgpt/memory.py b/memgpt/memory.py index cf3446b4..b84a57fe 100644 --- a/memgpt/memory.py +++ b/memgpt/memory.py @@ -167,10 +167,12 @@ class ArchivalMemory(ABC): class RecallMemory(ABC): @abstractmethod def text_search(self, query_string, count=None, start=None): + """Search messages that match query_string in recall memory""" pass @abstractmethod - def date_search(self, query_string, count=None, start=None): + def date_search(self, start_date, end_date, count=None, start=None): + """Search messages between start_date and end_date in recall memory""" pass @abstractmethod @@ -179,6 +181,7 @@ class RecallMemory(ABC): @abstractmethod def insert(self, message: Message): + """Insert message into recall memory""" pass @@ -396,6 +399,16 @@ class EmbeddingArchivalMemory(ArchivalMemory): # breakup string into passages for node in parser.get_nodes_from_documents([Document(text=memory_string)]): embedding = self.embed_model.get_text_embedding(node.text) + # fixing weird bug where type returned isn't a list, but instead is an object + # eg: embedding={'object': 'list', 'data': [{'object': 'embedding', 'embedding': [-0.0071973633, -0.07893023, + if isinstance(embedding, dict): + try: + embedding = embedding["data"][0]["embedding"] + except (KeyError, IndexError): + # TODO as a fallback, see if we can find any lists in the payload + raise TypeError( + f"Got back an unexpected payload from text embedding function, type={type(embedding)}, value={embedding}" + ) passages.append(self.create_passage(node.text, embedding)) # insert passages diff --git a/memgpt/utils.py b/memgpt/utils.py index cf101fe1..2c449a06 100644 --- a/memgpt/utils.py +++ b/memgpt/utils.py @@ -1,5 +1,13 @@ from datetime import datetime import re +import json +import os +import pickle +import platform +import subprocess +import sys +import io +from contextlib import contextmanager import difflib import demjson3 as demjson import pytz @@ -135,8 +143,7 @@ def get_local_time(timezone=None): local_time = datetime.now().astimezone() # You may format it as you desire, including AM/PM - formatted_time = local_time.strftime("%Y-%m-%d %I:%M:%S %p %Z%z") - print("formatted_time", formatted_time) + time_str = local_time.strftime("%Y-%m-%d %I:%M:%S %p %Z%z") return time_str.strip() diff --git a/poetry.lock b/poetry.lock index 8e311ee9..b7a16f81 100644 --- a/poetry.lock +++ b/poetry.lock @@ -110,20 +110,6 @@ files = [ 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pypdf = "^3.17.1" pyyaml = "^6.0.1" -chromadb = {version = "^0.4.18", optional = true} +chromadb = "^0.4.18" sqlalchemy-json = "^0.7.0" +fastapi = {version = "^0.104.1", optional = true} +uvicorn = {version = "^0.24.0.post1", optional = true} +pytest-asyncio = {version = "^0.23.2", optional = true} +pydantic = "^2.5.2" +pyautogen = {version = "0.2.0", optional = true} +html2text = "^2020.1.16" +docx2txt = "^0.8" [tool.poetry.extras] local = ["torch", "huggingface-hub", "transformers"] diff --git a/tests/test_storage.py b/tests/test_storage.py index e46915c8..61c5e3b6 100644 --- a/tests/test_storage.py +++ b/tests/test_storage.py @@ -9,10 +9,7 @@ import pytest # ) # , "psycopg_binary"]) # "psycopg", "libpq-dev"]) # # subprocess.check_call([sys.executable, "-m", "pip", "install", "lancedb"]) -import pgvector # Try to import again after installing from memgpt.connectors.storage import StorageConnector, TableType -from memgpt.connectors.chroma import ChromaStorageConnector -from memgpt.connectors.db import SQLStorageConnector, LanceDBConnector from memgpt.embeddings import embedding_model from memgpt.data_types import Message, Passage from memgpt.config import MemGPTConfig, AgentConfig @@ -72,6 +69,7 @@ def test_storage(storage_connector, table_type): config.archival_storage_type = "postgres" config.recall_storage_type = "postgres" if storage_connector == "lancedb": + # TODO: complete lancedb implementation if not os.getenv("LANCEDB_TEST_URL"): print("Skipping test, missing LanceDB URI") return