From 1f3ac1ec97454758d19a74074b12d85fdc3577eb Mon Sep 17 00:00:00 2001 From: Vasilije <8619304+Vasilije1990@users.noreply.github.com> Date: Thu, 15 Feb 2024 15:58:12 +0100 Subject: [PATCH] Refactor sql database so it supports sqlite, added new vectordb type and improved a few things --- api.py | 4 +- assets/architecture.png | Bin 178277 -> 324836 bytes cognitive_architecture/config.py | 2 + .../database/create_database.py | 155 ++++++++--- .../{graph_database => graphdb}/__init__.py | 0 .../{graph_database => graphdb}/graph.py | 59 +++-- .../networkx_graph.py | 0 .../database/postgres/database.py | 94 ------- .../{postgres => relationaldb}/__init__.py | 0 .../database/relationaldb/database.py | 130 ++++++++++ .../database_crud.py | 0 .../models/__init__.py | 0 .../{postgres => relationaldb}/models/docs.py | 0 .../models/memory.py | 0 .../models/metadatas.py | 0 .../models/operation.py | 0 .../models/sessions.py | 0 .../{postgres => relationaldb}/models/user.py | 0 .../database/vectordb/basevectordb.py | 72 +----- .../database/vectordb/vector_db_type.py | 3 +- .../database/vectordb/vectordb.py | 38 +++ cognitive_architecture/utils.py | 14 +- cognitive_architecture/vectorstore_manager.py | 14 +- main.py | 24 +- poetry.lock | 244 +++++++++++++++--- pyproject.toml | 2 + 26 files changed, 584 insertions(+), 271 deletions(-) rename cognitive_architecture/database/{graph_database => graphdb}/__init__.py (100%) rename cognitive_architecture/database/{graph_database => graphdb}/graph.py (95%) rename cognitive_architecture/database/{graph_database => graphdb}/networkx_graph.py (100%) delete mode 100644 cognitive_architecture/database/postgres/database.py rename cognitive_architecture/database/{postgres => relationaldb}/__init__.py (100%) create mode 100644 cognitive_architecture/database/relationaldb/database.py rename cognitive_architecture/database/{postgres => relationaldb}/database_crud.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/__init__.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/docs.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/memory.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/metadatas.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/operation.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/sessions.py (100%) rename cognitive_architecture/database/{postgres => relationaldb}/models/user.py (100%) diff --git a/api.py b/api.py index c499702f6..1a7f4ff64 100644 --- a/api.py +++ b/api.py @@ -9,8 +9,8 @@ from fastapi import FastAPI, BackgroundTasks, HTTPException from fastapi.responses import JSONResponse from pydantic import BaseModel -from cognitive_architecture.database.postgres.database import AsyncSessionLocal -from cognitive_architecture.database.postgres.database_crud import session_scope +from cognitive_architecture.database.relationaldb.database import AsyncSessionLocal +from cognitive_architecture.database.relationaldb.database_crud import session_scope from cognitive_architecture.vectorstore_manager import Memory from dotenv import load_dotenv from main import add_documents_to_graph_db, user_context_enrichment diff --git a/assets/architecture.png b/assets/architecture.png index 7d455a1188a61a32791b52a2c9f7fd3bb3c45b7c..12d45cbea75b67581ca5e5fc12b6b3a791fd52a1 100644 GIT binary patch literal 324836 zcmeFZXH-*J)G(|l78J1oDqTec1f=(XBGLpL5D*ANdJRYoEif4i3Q|ORSDJK?-cfq* zH9(|yFtpJ5PMlHE8D@CDwVogEyB^m9FE_dO?6Z40d%wIdCqYbfiRi$A1H@92cN7jB zI6iXVz~S@9j(|I7tK10=95|?DBqnxWN=%IQzNNXok*VH+1J_^McniyvJv#qPUOT3p zh-GT1%3JDmf+WSAi3gmkD6#jLQ@4X-1k2QC&6=RPZJsy z4`X^Y{REFe&F`+IY(K$G>1;|ui%(HSh#&fdaZ^04nlb`fX&;f> z6dUz|gg=BBG9GIDI4@lF9#eTvxt4HZ%*%)uSK`Sqrh}nM%_U}^d2K1yVhCFgPSMqi zK6`pWS67ns{39KTBZku=R+dP)k7O5Y8Hphgxmz6!h1g?)AIOuA0;4rv42!1Ys zp92RD`8+>x6#Rb{{M?Bo`1a}Xk;p^et`DEbfAN;0n3NRwUs1^Hf%guXuTw~u}-x$Dt~KOW`a=H%G@=&p}`eN@Rx&r-}B4i>eB{GiQW z5AXi)uLp(L@O$5di$4+l^)A3Pgh+_(JJldWv)+ze2M&lHkh*j0f!)EG{^NyyN<}xf zFN}nUe4bluQ z*E_9;x$d92e@FbP_-m=x7YB-XW*Z=me4$!2d}WAb{@HQWCbbfSZpHP2C-~WRDZ@BuO$Nt2FXBT8ov77bfUJ!P$ zmI{3<=2}_)@|?^Rg&Mp4!iZ@Ao!E1(Op`>jh|MYWgh43AF)Q1a*uoTU#W~PPchj^x zt&{zJ)Yaz0sKGK<-nTg^-zod+1*(DBdx82q!Sb04BF;|8V57EAhetZNwozR4^RbL` zc^k2z?y_6<)Bvh2Aq!2t#;;UP60k@`vb)6PL}Mvr z$_OuQ%$GdJNRbfOoLF6qGow*Cp2>62r6e<(LB9|HZD>!hjqF|se|aX0_~4G52}P5I zV$-LHnh>?Z%`K-Le}vI|R>;&w2LFIdi1AE^gVzYz>jdROXlQ5lbtS7pa!axfr+#Q2 zokx(EdNqSlec^N)LqMF*#^%mgh(4$>+(JnWHFdIT+lW&bV{Is227@HqSiROmVLNaLNY_^;%f&cHxZ;y9a0Y zWS*(>-INg|o&1qZ(7wf> z!m`VFXB(-58}PO2Yqvso_k}nVWo;Kk&c{&omBk`Eh%&QbX<2?SH@F+@7<>wL81BZew0;-eZk5dC>Hh%J>1@$?)^uwj zg{#HD0_4j`R!*+Cp~P75MjM6kSUeJc57?~e;)x`U0-lhn<$BJhJ8D!ZE<4)| zE^TB^u6?(yCPnmaVe4SSEaNU6wL=vHq)IIQVe0|731VsCbNb; 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zCucM*Rt`t(AKNu-z5eK3VCBd&P)SkHK8_!K^ykO_9GU;~Bv4|Ecdq(WmR@0@28Yic Le|(ikc>2Eq None: + await self.driver.close() + @asynccontextmanager + async def get_session(self) -> AsyncSession: + async with self.driver.session() as session: + yield session - def close(self): - # Method to close the Neo4j driver instance - self.driver.close() - - def query(self, query, params=None): + async def query(self, query: str, params: Optional[Dict[str, Any]] = None) -> List[Dict[str, Any]]: try: - with self.driver.session() as session: - result = session.run(query, params).data() - return result - except Exception as e: - logging.error(f"An error occurred while executing the query: {e}") - raise e + async with self.get_session() as session: + result = await session.run(query, parameters=params) + return await result.data() + except Neo4jError as e: + logging.error(f"Neo4j query error: {e.message}") + raise +# class Neo4jGraphDB(AbstractGraphDB): +# def __init__(self, url, username, password): +# # self.graph = Neo4jGraph(url=url, username=username, password=password) +# from neo4j import GraphDatabase +# self.driver = GraphDatabase.driver(url, auth=(username, password)) +# self.openai_key = config.openai_key +# +# +# +# def close(self): +# # Method to close the Neo4j driver instance +# self.driver.close() +# +# def query(self, query, params=None): +# try: +# with self.driver.session() as session: +# result = session.run(query, params).data() +# return result +# except Exception as e: +# logging.error(f"An error occurred while executing the query: {e}") +# raise e +# + def create_base_cognitive_architecture(self, user_id: str): # Create the user and memory components if they don't exist diff --git a/cognitive_architecture/database/graph_database/networkx_graph.py b/cognitive_architecture/database/graphdb/networkx_graph.py similarity index 100% rename from cognitive_architecture/database/graph_database/networkx_graph.py rename to cognitive_architecture/database/graphdb/networkx_graph.py diff --git a/cognitive_architecture/database/postgres/database.py b/cognitive_architecture/database/postgres/database.py deleted file mode 100644 index eb344028e..000000000 --- a/cognitive_architecture/database/postgres/database.py +++ /dev/null @@ -1,94 +0,0 @@ -import os -from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession -from sqlalchemy.orm import declarative_base, sessionmaker -from contextlib import asynccontextmanager -from sqlalchemy.exc import OperationalError -import asyncio -import sys -from dotenv import load_dotenv - -load_dotenv() - - -# this is needed to import classes from other modules -# script_dir = os.path.dirname(os.path.abspath(__file__)) -# # Get the parent directory of your script and add it to sys.path -# parent_dir = os.path.dirname(script_dir) -# sys.path.append(parent_dir) -# from ...config import Config -# config = Config() -# config.load() - - -# in seconds -MAX_RETRIES = 3 -RETRY_DELAY = 5 - -import os - - -if os.environ.get('AWS_ENV') == 'prd' or os.environ.get('AWS_ENV') == 'dev': - host = os.environ.get('POSTGRES_HOST') - username = os.environ.get('POSTGRES_USER') - password = os.environ.get('POSTGRES_PASSWORD') - database_name = os.environ.get('POSTGRES_DB') -elif os.environ.get('AWS_ENV') == 'local': - host = os.environ.get('POSTGRES_HOST') - username = os.environ.get('POSTGRES_USER') - password = os.environ.get('POSTGRES_PASSWORD') - database_name = os.environ.get('POSTGRES_DB') -else: - host = os.environ.get('POSTGRES_HOST') - username = os.environ.get('POSTGRES_USER') - password = os.environ.get('POSTGRES_PASSWORD') - database_name = os.environ.get('POSTGRES_DB') - -# host = config.postgres_host -# username = config.postgres_user -# password = config.postgres_password -# database_name = config.postgres_db - - - - - -# Use the asyncpg driver for async operation -SQLALCHEMY_DATABASE_URL = f"postgresql+asyncpg://{username}:{password}@{host}:5432/{database_name}" - - -engine = create_async_engine( - SQLALCHEMY_DATABASE_URL, - pool_recycle=3600, - echo=True # Enable logging for tutorial purposes -) -# Use AsyncSession for the session -AsyncSessionLocal = sessionmaker( - bind=engine, - class_=AsyncSession, - expire_on_commit=False, -) - -Base = declarative_base() - -# Use asynccontextmanager to define an async context manager -@asynccontextmanager -async def get_db(): - db = AsyncSessionLocal() - try: - yield db - finally: - await db.close() - -# Use async/await syntax for the async function -async def safe_db_operation(db_op, *args, **kwargs): - for attempt in range(MAX_RETRIES): - async with get_db() as db: - try: - # Ensure your db_op is also async - return await db_op(db, *args, **kwargs) - except OperationalError as e: - await db.rollback() - if "server closed the connection unexpectedly" in str(e) and attempt < MAX_RETRIES - 1: - await asyncio.sleep(RETRY_DELAY) - else: - raise \ No newline at end of file diff --git a/cognitive_architecture/database/postgres/__init__.py b/cognitive_architecture/database/relationaldb/__init__.py similarity index 100% rename from cognitive_architecture/database/postgres/__init__.py rename to cognitive_architecture/database/relationaldb/__init__.py diff --git a/cognitive_architecture/database/relationaldb/database.py b/cognitive_architecture/database/relationaldb/database.py new file mode 100644 index 000000000..f0f0eb6a4 --- /dev/null +++ b/cognitive_architecture/database/relationaldb/database.py @@ -0,0 +1,130 @@ +import json +import os +from pathlib import Path + +from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession +from sqlalchemy.orm import declarative_base, sessionmaker +from contextlib import asynccontextmanager +from sqlalchemy.exc import OperationalError +import asyncio +import sys +from dotenv import load_dotenv + +load_dotenv() + + +# this is needed to import classes from other modules +# script_dir = os.path.dirname(os.path.abspath(__file__)) +# # Get the parent directory of your script and add it to sys.path +# parent_dir = os.path.dirname(script_dir) +# sys.path.append(parent_dir) +# from ...config import Config +# config = Config() +# config.load() + + +# in seconds +MAX_RETRIES = 3 +RETRY_DELAY = 5 + +import os + + +class DatabaseConfig: + def __init__(self, db_type=None, db_name=None, host=None, user=None, password=None, port=None, config_file=None): + if config_file: + self.load_from_file(config_file) + else: + # Load default values from environment variables or use provided values + self.db_type = db_type or os.getenv('DB_TYPE', 'sqlite') + self.db_name = db_name or os.getenv('DB_NAME', 'database.db') + self.host = host or os.getenv('DB_HOST', 'localhost') + self.user = user or os.getenv('DB_USER', 'user') + self.password = password or os.getenv('DB_PASSWORD', 'password') + self.port = port or os.getenv('DB_PORT', '5432') + + def load_from_file(self, file_path): + with open(file_path, 'r') as file: + config = json.load(file) + self.db_type = config.get('db_type', 'sqlite') + self.db_name = config.get('db_name', 'database.db') + self.host = config.get('host', 'localhost') + self.user = config.get('user', 'user') + self.password = config.get('password', 'password') + self.port = config.get('port', '5432') + + def get_sqlalchemy_database_url(self): + if self.db_type == 'sqlite': + db_path = Path(self.db_name).absolute() # Ensure the path is absolute + return f"sqlite+aiosqlite:///{db_path}" # SQLite uses file path + elif self.db_type == 'duckdb': + db_path = Path(self.db_name).absolute() # Ensure the path is absolute for DuckDB as well + return f"duckdb+aiosqlite:///{db_path}" + elif self.db_type == 'postgresql': + # Ensure optional parameters are handled gracefully + port_str = f":{self.port}" if self.port else "" + password_str = f":{self.password}" if self.password else "" + return f"postgresql+asyncpg://{self.user}{password_str}@{self.host}{port_str}/{self.db_name}" + else: + raise ValueError(f"Unsupported DB_TYPE: {self.db_type}") + +# Example usage with a configuration file: +# config = DatabaseConfig(config_file='path/to/config.json') +# Or set them programmatically: +config = DatabaseConfig(db_type='postgresql', db_name='mydatabase', user='myuser', password='mypassword', host='myhost', port='5432') + +SQLALCHEMY_DATABASE_URL = config.get_sqlalchemy_database_url() + + +engine = create_async_engine( + SQLALCHEMY_DATABASE_URL, + pool_recycle=3600, + echo=True # Enable logging for tutorial purposes +) +# Use AsyncSession for the session +AsyncSessionLocal = sessionmaker( + bind=engine, + class_=AsyncSession, + expire_on_commit=False, +) + +Base = declarative_base() + +# Use asynccontextmanager to define an async context manager +@asynccontextmanager +async def get_db(): + db = AsyncSessionLocal() + try: + yield db + finally: + await db.close() + +# +# if os.environ.get('AWS_ENV') == 'prd' or os.environ.get('AWS_ENV') == 'dev': +# host = os.environ.get('POSTGRES_HOST') +# username = os.environ.get('POSTGRES_USER') +# password = os.environ.get('POSTGRES_PASSWORD') +# database_name = os.environ.get('POSTGRES_DB') +# elif os.environ.get('AWS_ENV') == 'local': +# host = os.environ.get('POSTGRES_HOST') +# username = os.environ.get('POSTGRES_USER') +# password = os.environ.get('POSTGRES_PASSWORD') +# database_name = os.environ.get('POSTGRES_DB') +# else: +# host = os.environ.get('POSTGRES_HOST') +# username = os.environ.get('POSTGRES_USER') +# password = os.environ.get('POSTGRES_PASSWORD') +# database_name = os.environ.get('POSTGRES_DB') +# +# # host = config.postgres_host +# # username = config.postgres_user +# # password = config.postgres_password +# # database_name = config.postgres_db +# +# +# +# +# +# # Use the asyncpg driver for async operation +# SQLALCHEMY_DATABASE_URL = f"postgresql+asyncpg://{username}:{password}@{host}:5432/{database_name}" + diff --git a/cognitive_architecture/database/postgres/database_crud.py b/cognitive_architecture/database/relationaldb/database_crud.py similarity index 100% rename from cognitive_architecture/database/postgres/database_crud.py rename to cognitive_architecture/database/relationaldb/database_crud.py diff --git a/cognitive_architecture/database/postgres/models/__init__.py b/cognitive_architecture/database/relationaldb/models/__init__.py similarity index 100% rename from cognitive_architecture/database/postgres/models/__init__.py rename to cognitive_architecture/database/relationaldb/models/__init__.py diff --git a/cognitive_architecture/database/postgres/models/docs.py b/cognitive_architecture/database/relationaldb/models/docs.py similarity index 100% rename from cognitive_architecture/database/postgres/models/docs.py rename to cognitive_architecture/database/relationaldb/models/docs.py diff --git a/cognitive_architecture/database/postgres/models/memory.py b/cognitive_architecture/database/relationaldb/models/memory.py similarity index 100% rename from cognitive_architecture/database/postgres/models/memory.py rename to cognitive_architecture/database/relationaldb/models/memory.py diff --git a/cognitive_architecture/database/postgres/models/metadatas.py b/cognitive_architecture/database/relationaldb/models/metadatas.py similarity index 100% rename from cognitive_architecture/database/postgres/models/metadatas.py rename to cognitive_architecture/database/relationaldb/models/metadatas.py diff --git a/cognitive_architecture/database/postgres/models/operation.py b/cognitive_architecture/database/relationaldb/models/operation.py similarity index 100% rename from cognitive_architecture/database/postgres/models/operation.py rename to cognitive_architecture/database/relationaldb/models/operation.py diff --git a/cognitive_architecture/database/postgres/models/sessions.py b/cognitive_architecture/database/relationaldb/models/sessions.py similarity index 100% rename from cognitive_architecture/database/postgres/models/sessions.py rename to cognitive_architecture/database/relationaldb/models/sessions.py diff --git a/cognitive_architecture/database/postgres/models/user.py b/cognitive_architecture/database/relationaldb/models/user.py similarity index 100% rename from cognitive_architecture/database/postgres/models/user.py rename to cognitive_architecture/database/relationaldb/models/user.py diff --git a/cognitive_architecture/database/vectordb/basevectordb.py b/cognitive_architecture/database/vectordb/basevectordb.py index f6a507247..06276bfaf 100644 --- a/cognitive_architecture/database/vectordb/basevectordb.py +++ b/cognitive_architecture/database/vectordb/basevectordb.py @@ -16,12 +16,12 @@ from langchain.retrievers import WeaviateHybridSearchRetriever from weaviate.gql.get import HybridFusion -from cognitive_architecture.database.postgres.models.sessions import Session -from cognitive_architecture.database.postgres.models.metadatas import MetaDatas -from cognitive_architecture.database.postgres.models.operation import Operation -from cognitive_architecture.database.postgres.models.docs import DocsModel +from cognitive_architecture.database.relationaldb.models.sessions import Session +from cognitive_architecture.database.relationaldb.models.metadatas import MetaDatas +from cognitive_architecture.database.relationaldb.models.operation import Operation +from cognitive_architecture.database.relationaldb.models.docs import DocsModel from sqlalchemy.orm import sessionmaker -from cognitive_architecture.database.postgres.database import engine +from cognitive_architecture.database.relationaldb.database import engine load_dotenv() from typing import Optional import time @@ -31,12 +31,13 @@ tracemalloc.start() from datetime import datetime from langchain.embeddings.openai import OpenAIEmbeddings -from cognitive_architecture.database.vectordb.vectordb import PineconeVectorDB, WeaviateVectorDB +from cognitive_architecture.database.vectordb.vectordb import PineconeVectorDB, WeaviateVectorDB, LanceDB from langchain.schema import Document import uuid import weaviate from marshmallow import Schema, fields import json +from vector_db_type import VectorDBType OPENAI_API_KEY = os.getenv("OPENAI_API_KEY", "") @@ -45,8 +46,9 @@ OPENAI_API_KEY = os.getenv("OPENAI_API_KEY", "") class VectorDBFactory: def __init__(self): self.db_map = { - "pinecone": PineconeVectorDB, - "weaviate": WeaviateVectorDB, + VectorDBType.PINECONE: PineconeVectorDB, + VectorDBType.WEAVIATE: WeaviateVectorDB, + VectorDBType.LANCEDB: LanceDB, # Add more database types and their corresponding classes here } @@ -55,7 +57,7 @@ class VectorDBFactory: user_id: str, index_name: str, memory_id: str, - db_type: str = "weaviate", + db_type: str, namespace: str = None, embeddings=None, ): @@ -100,58 +102,6 @@ class BaseMemory: return self.vector_db.init_client(embeddings, namespace) -# class VectorDBFactory: -# def create_vector_db( -# self, -# user_id: str, -# index_name: str, -# memory_id: str, -# db_type: str = "pinecone", -# namespace: str = None, -# embeddings = None, -# ): -# db_map = {"pinecone": PineconeVectorDB, "weaviate": WeaviateVectorDB} -# -# if db_type in db_map: -# return db_map[db_type]( -# user_id, -# index_name, -# memory_id, -# namespace, -# embeddings -# ) -# -# raise ValueError(f"Unsupported database type: {db_type}") -# -# class BaseMemory: -# def __init__( -# self, -# user_id: str, -# memory_id: Optional[str], -# index_name: Optional[str], -# db_type: str, -# namespace: str, -# embeddings: Optional[None], -# ): -# self.user_id = user_id -# self.memory_id = memory_id -# self.index_name = index_name -# self.namespace = namespace -# self.embeddings = embeddings -# self.db_type = db_type -# factory = VectorDBFactory() -# self.vector_db = factory.create_vector_db( -# self.user_id, -# self.index_name, -# self.memory_id, -# db_type=self.db_type, -# namespace=self.namespace, -# embeddings=self.embeddings -# ) -# -# def init_client(self, embeddings, namespace: str): -# -# return self.vector_db.init_weaviate_client(embeddings, namespace) def create_field(self, field_type, **kwargs): field_mapping = { diff --git a/cognitive_architecture/database/vectordb/vector_db_type.py b/cognitive_architecture/database/vectordb/vector_db_type.py index b7983e8bc..83cd3acf5 100644 --- a/cognitive_architecture/database/vectordb/vector_db_type.py +++ b/cognitive_architecture/database/vectordb/vector_db_type.py @@ -10,4 +10,5 @@ class VectorDBType(Enum): PGVECTOR = 'pgvector' REDIS = 'redis' LANCEDB = 'lancedb' - MONGODB = 'mongodb' \ No newline at end of file + MONGODB = 'mongodb' + FAISS = 'faiss' diff --git a/cognitive_architecture/database/vectordb/vectordb.py b/cognitive_architecture/database/vectordb/vectordb.py index f0581a356..e16788397 100644 --- a/cognitive_architecture/database/vectordb/vectordb.py +++ b/cognitive_architecture/database/vectordb/vectordb.py @@ -415,3 +415,41 @@ class WeaviateVectorDB(VectorDB): consistency_level=weaviate.data.replication.ConsistencyLevel.ALL, # default QUORUM ) return + +import os +import lancedb +from pydantic import BaseModel +from typing import List, Optional +import pandas as pd +import pyarrow as pa +class LanceDB(VectorDB): + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.db = self.init_lancedb() + + def init_lancedb(self): + # Initialize LanceDB connection + # Adjust the URI as needed for your LanceDB setup + uri = "s3://my-bucket/lancedb" if self.namespace else "~/.lancedb" + db = lancedb.connect(uri, api_key=os.getenv("LANCEDB_API_KEY")) + return db + + def create_table(self, name: str, schema: Optional[pa.Schema] = None, data: Optional[pd.DataFrame] = None): + # Create a table in LanceDB. If schema is not provided, it will be inferred from the data. + if data is not None and schema is None: + schema = pa.Schema.from_pandas(data) + table = self.db.create_table(name, schema=schema) + if data is not None: + table.add(data.to_dict('records')) + return table + + def add_memories(self, table_name: str, data: pd.DataFrame): + # Add data to an existing table in LanceDB + table = self.db.open_table(table_name) + table.add(data.to_dict('records')) + + def fetch_memories(self, table_name: str, query_vector: List[float], top_k: int = 10): + # Perform a vector search in the specified table + table = self.db.open_table(table_name) + results = table.search(query_vector).limit(top_k).to_pandas() + return results diff --git a/cognitive_architecture/utils.py b/cognitive_architecture/utils.py index 8b33245d5..50b1ff037 100644 --- a/cognitive_architecture/utils.py +++ b/cognitive_architecture/utils.py @@ -7,7 +7,7 @@ from graphviz import Digraph from sqlalchemy import or_ from sqlalchemy.orm import contains_eager -from cognitive_architecture.database.postgres.database import AsyncSessionLocal +from cognitive_architecture.database.relationaldb.database import AsyncSessionLocal from dotenv import load_dotenv load_dotenv() @@ -133,12 +133,12 @@ def generate_letter_uuid(length=8): letters = string.ascii_uppercase # A-Z return "".join(random.choice(letters) for _ in range(length)) -from cognitive_architecture.database.postgres.models.operation import Operation -from cognitive_architecture.database.postgres.database_crud import session_scope, add_entity, update_entity, fetch_job_id -from cognitive_architecture.database.postgres.models.metadatas import MetaDatas -from cognitive_architecture.database.postgres.models.docs import DocsModel -from cognitive_architecture.database.postgres.models.memory import MemoryModel -from cognitive_architecture.database.postgres.models.user import User +from cognitive_architecture.database.relationaldb.models.operation import Operation +from cognitive_architecture.database.relationaldb.database_crud import session_scope, add_entity, update_entity, fetch_job_id +from cognitive_architecture.database.relationaldb.models.metadatas import MetaDatas +from cognitive_architecture.database.relationaldb.models.docs import DocsModel +from cognitive_architecture.database.relationaldb.models.memory import MemoryModel +from cognitive_architecture.database.relationaldb.models.user import User from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy.future import select import logging diff --git a/cognitive_architecture/vectorstore_manager.py b/cognitive_architecture/vectorstore_manager.py index 46dfd5e77..b30624d8e 100644 --- a/cognitive_architecture/vectorstore_manager.py +++ b/cognitive_architecture/vectorstore_manager.py @@ -11,12 +11,12 @@ print(os.getcwd()) -from cognitive_architecture.database.postgres.models.user import User -from cognitive_architecture.database.postgres.models.memory import MemoryModel +from cognitive_architecture.database.relationaldb.models.user import User +from cognitive_architecture.database.relationaldb.models.memory import MemoryModel import ast import tracemalloc -from cognitive_architecture.database.postgres.database_crud import add_entity +from cognitive_architecture.database.relationaldb.database_crud import add_entity tracemalloc.start() @@ -142,7 +142,7 @@ class Memory: user_id: str = "676", session=None, index_name: str = None, - db_type: str = "weaviate", + db_type: str = None, namespace: str = None, memory_id: str = None, memory_class = None, @@ -196,7 +196,7 @@ class Memory: ) memory_class = DynamicBaseMemory( - memory_label, user_id, str(memory_id), index_name=memory_label , db_type='weaviate', **kwargs + memory_label, user_id, str(memory_id), index_name=memory_label , db_type=config.vectordb, **kwargs ) return cls(user_id=user_id, session=session, memory_id=memory_id, job_id =job_id, memory_class=memory_class, **kwargs) @@ -442,8 +442,8 @@ async def main(): # memory_instance = Memory(namespace='SEMANTICMEMORY') # sss = await memory_instance.dynamic_method_call(memory_instance.semantic_memory_class, 'fetch_memories', observation='some_observation') - from database.postgres.database_crud import session_scope - from database.postgres.database import AsyncSessionLocal + from database.relationaldb.database_crud import session_scope + from database.relationaldb.database import AsyncSessionLocal async with session_scope(AsyncSessionLocal()) as session: memory = await Memory.create_memory("677", session, "SEMANTICMEMORY", namespace="SEMANTICMEMORY") diff --git a/main.py b/main.py index aa3366d5d..9d168a82d 100644 --- a/main.py +++ b/main.py @@ -2,26 +2,26 @@ from typing import Optional, List from neo4j.exceptions import Neo4jError from pydantic import BaseModel, Field -from cognitive_architecture.database.graph_database.graph import Neo4jGraphDB -from cognitive_architecture.database.postgres.models.memory import MemoryModel +from cognitive_architecture.database.graphdb.graph import Neo4jGraphDB +from cognitive_architecture.database.relationaldb.models.memory import MemoryModel from cognitive_architecture.classifiers.classifier import classify_documents import os from dotenv import load_dotenv -from cognitive_architecture.database.postgres.database_crud import session_scope, update_entity_graph_summary -from cognitive_architecture.database.postgres.database import AsyncSessionLocal +from cognitive_architecture.database.relationaldb.database_crud import session_scope, update_entity_graph_summary +from cognitive_architecture.database.relationaldb.database import AsyncSessionLocal from cognitive_architecture.utils import generate_letter_uuid import instructor from openai import OpenAI from cognitive_architecture.vectorstore_manager import Memory -from cognitive_architecture.database.postgres.database_crud import fetch_job_id +from cognitive_architecture.database.relationaldb.database_crud import fetch_job_id import uuid -from cognitive_architecture.database.postgres.models.sessions import Session -from cognitive_architecture.database.postgres.models.operation import Operation -from cognitive_architecture.database.postgres.database_crud import session_scope, add_entity, update_entity, fetch_job_id -from cognitive_architecture.database.postgres.models.metadatas import MetaDatas -from cognitive_architecture.database.postgres.models.docs import DocsModel -from cognitive_architecture.database.postgres.models.memory import MemoryModel -from cognitive_architecture.database.postgres.models.user import User +from cognitive_architecture.database.relationaldb.models.sessions import Session +from cognitive_architecture.database.relationaldb.models.operation import Operation +from cognitive_architecture.database.relationaldb.database_crud import session_scope, add_entity, update_entity, fetch_job_id +from cognitive_architecture.database.relationaldb.models.metadatas import MetaDatas +from cognitive_architecture.database.relationaldb.models.docs import DocsModel +from cognitive_architecture.database.relationaldb.models.memory import MemoryModel +from cognitive_architecture.database.relationaldb.models.user import User from cognitive_architecture.classifiers.classifier import classify_call aclient = instructor.patch(OpenAI()) DEFAULT_PRESET = "promethai_chat" diff --git a/poetry.lock b/poetry.lock index be9d0dc48..4e22f1348 100644 --- a/poetry.lock +++ b/poetry.lock @@ -954,6 +954,48 @@ files = [ marshmallow = ">=3.18.0,<4.0.0" typing-inspect = ">=0.4.0,<1" +[[package]] +name = "debugpy" +version = "1.8.1" +description = "An implementation of the Debug Adapter Protocol for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "debugpy-1.8.1-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:3bda0f1e943d386cc7a0e71bfa59f4137909e2ed947fb3946c506e113000f741"}, + {file = "debugpy-1.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = 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hash = "sha256:5c395dcabdbbde2e5178ef3f89b568a3066454a6ddc223b76473dac22f89b4f7"}, +] + +[package.extras] +test = ["pytest (>=3.0)", "pytest-asyncio"] + [[package]] name = "regex" version = "2023.12.25" @@ -4471,6 +4656,21 @@ files = [ [package.dependencies] types-setuptools = ">=57.0.0" +[[package]] +name = "retry" +version = "0.9.2" +description = "Easy to use retry decorator." +optional = false +python-versions = "*" +files = [ + {file = "retry-0.9.2-py2.py3-none-any.whl", hash = "sha256:ccddf89761fa2c726ab29391837d4327f819ea14d244c232a1d24c67a2f98606"}, + {file = "retry-0.9.2.tar.gz", hash = "sha256:f8bfa8b99b69c4506d6f5bd3b0aabf77f98cdb17f3c9fc3f5ca820033336fba4"}, +] + +[package.dependencies] +decorator = ">=3.4.2" +py = ">=1.4.26,<2.0.0" + [[package]] name = "retrying" version = "1.3.4" @@ -4742,26 +4942,6 @@ dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyl doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"] test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] -[[package]] -name = "segment-analytics-python" -version = "2.2.3" -description = "The hassle-free way to integrate analytics into any python application." -optional = false -python-versions = ">=3.6.0" -files = [ - {file = "segment-analytics-python-2.2.3.tar.gz", hash = "sha256:0df5908e3df74b4482f33392fdd450df4c8351bf54974376fbe6bf33b0700865"}, - {file = "segment_analytics_python-2.2.3-py2.py3-none-any.whl", hash = "sha256:06cc3d8e79103f02c3878ec66cb66152415473d0d2a142b98a0ee18da972e109"}, -] - -[package.dependencies] -backoff = ">=2.1,<3.0" -monotonic = ">=1.5,<2.0" -python-dateutil = ">=2.2,<3.0" -requests = ">=2.7,<3.0" - -[package.extras] -test = ["flake8 (==3.7.9)", "mock (==2.0.0)", "pylint (==2.8.0)"] - [[package]] name = "semver" version = "3.0.2" @@ -6333,4 +6513,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "fd1827c12c55037c200a399460ca9d17da4c6c1326eb275d18d9bb99cfbd60f3" +content-hash = "671f878d3fc3b864ac68ef553f3f48ac247bfee0ae60540f260fea7fda727e86" diff --git a/pyproject.toml b/pyproject.toml index fa7d6174a..50b823923 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -60,6 +60,8 @@ grpcio = "^1.60.0" langdetect = "^1.0.9" iso639 = "^0.1.4" debugpy = "^1.8.0" +lancedb = "^0.5.5" +pyarrow = "^15.0.0" [build-system] requires = ["poetry-core"]