From 0cb82982728c5fcdc62fdafc9e1f503c86dc0414 Mon Sep 17 00:00:00 2001 From: Ismael Sampaio Date: Mon, 21 Apr 2025 21:24:55 -0300 Subject: [PATCH] Initial Commit --- .vscode/settings.json | 15 + backend/.python-version | 1 + backend/Database/chromaDB/chroma_DB.py | 18 + backend/LLM/Ollama.py | 8 + backend/README.md | 0 backend/interfaces/DB_model.py | 25 + backend/interfaces/LLM_model.py | 22 + backend/main.py | 6 + backend/pyproject.toml | 13 + backend/uv.lock | 2249 ++++++++++++++++++++++++ 10 files changed, 2357 insertions(+) create mode 100644 .vscode/settings.json create mode 100644 backend/.python-version create mode 100644 backend/Database/chromaDB/chroma_DB.py create mode 100644 backend/LLM/Ollama.py create mode 100644 backend/README.md create mode 100644 backend/interfaces/DB_model.py create mode 100644 backend/interfaces/LLM_model.py create mode 100644 backend/main.py create mode 100644 backend/pyproject.toml create mode 100644 backend/uv.lock diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..7213822 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,15 @@ +{ + // para o Language Server enxergar seu src como pacote + "python.analysis.extraPaths": [ + "${workspaceFolder}/backend" + ], + // para o autocompletar do VSCode + "python.autoComplete.extraPaths": [ + "${workspaceFolder}/backend" + ], + // para o terminal integrado herdar o PYTHONPATH + "terminal.integrated.env.linux": { + "PYTHONPATH": "${workspaceFolder}/backend" + }, + "python.analysis.autoImportCompletions": false +} \ No newline at end of file diff --git a/backend/.python-version b/backend/.python-version new file mode 100644 index 0000000..e4fba21 --- /dev/null +++ b/backend/.python-version @@ -0,0 +1 @@ +3.12 diff --git a/backend/Database/chromaDB/chroma_DB.py b/backend/Database/chromaDB/chroma_DB.py new file mode 100644 index 0000000..c62a345 --- /dev/null +++ b/backend/Database/chromaDB/chroma_DB.py @@ -0,0 +1,18 @@ +from .models.DB_model import DBInterface; + +class ChromaDB(DBInterface): + def __init__(self): + super().__init__() + + def connect(self): + + + def disconnect(self): + raise NotImplementedError + + def execute(self, command, parameters): + raise NotImplementedError + + + + \ No newline at end of file diff --git a/backend/LLM/Ollama.py b/backend/LLM/Ollama.py new file mode 100644 index 0000000..c656090 --- /dev/null +++ b/backend/LLM/Ollama.py @@ -0,0 +1,8 @@ +from interfaces.LLM_model import LLMInterface +from langchain_core.prompts import ChatMessagePromptTemplate + + + +class OllamaLLM(LLMInterface): + def __init__(self): + super().__init__() \ No newline at end of file diff --git a/backend/README.md b/backend/README.md new file mode 100644 index 0000000..e69de29 diff --git a/backend/interfaces/DB_model.py b/backend/interfaces/DB_model.py new file mode 100644 index 0000000..e2824a4 --- /dev/null +++ b/backend/interfaces/DB_model.py @@ -0,0 +1,25 @@ +from abc import ABC, abstractmethod +from typing import Any, Dict, List, Optional + +class DBInterface(ABC): + + @abstractmethod + def connect(self) -> None: + """ + Cria a conexão com o banco de dados + """ + pass + + @abstractmethod + def disconnect(self) -> bool: + """ + Disconecta a instancia do banco de dados + + Returns: + bool: _description_ + """ + pass + + @abstractmethod + def execute(self, command: str, parameters: Dict[str, any]): + pass \ No newline at end of file diff --git a/backend/interfaces/LLM_model.py b/backend/interfaces/LLM_model.py new file mode 100644 index 0000000..b569fe1 --- /dev/null +++ b/backend/interfaces/LLM_model.py @@ -0,0 +1,22 @@ +from abc import ABC, abstractmethod +from typing import Any, Dict, List, Optional, TypedDict + +class GenerateParams(TypedDict): + temperature: float + top_p: float + max_tokens: int + stop_sequences: Optional[list[str]] + +class LLMInterface(ABC): + @abstractmethod + def reset_context(self) -> None: + """Reseta o contexto da conversa""" + pass + + @abstractmethod + def generate(self, prompt: str,): + pass + + @abstractmethod + def set_parameters(self, params: GenerateParams) -> None: + pass \ No newline at end of file diff --git a/backend/main.py b/backend/main.py new file mode 100644 index 0000000..997a4ad --- /dev/null +++ b/backend/main.py @@ -0,0 +1,6 @@ +def main(): + print("Hello from backend!") + + +if __name__ == "__main__": + main() diff --git a/backend/pyproject.toml b/backend/pyproject.toml new file mode 100644 index 0000000..2d6fc12 --- /dev/null +++ b/backend/pyproject.toml @@ -0,0 +1,13 @@ +[project] +name = "backend" +version = "0.1.0" +description = "Add your description here" +readme = "README.md" +requires-python = ">=3.12" +dependencies = [ + "chromadb>=0.6.3", + "fastapi[standard]>=0.115.12", + "langchain>=0.3.23", + "langchain-community>=0.3.21", + "langchain-ollama>=0.3.2", +] diff --git a/backend/uv.lock b/backend/uv.lock new file mode 100644 index 0000000..6a2a71b --- /dev/null +++ b/backend/uv.lock @@ 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