diff --git a/.env-example b/.env-example deleted file mode 100644 index bc10a04..0000000 --- a/.env-example +++ /dev/null @@ -1,11 +0,0 @@ -ANTHROPIC_API_KEY="ESSA É A ANTHROPIC_API_KEY" -OPENAI_API_KEY="ESSA É A OPENAI_API_KEY" -GOOGLE_API_KEY="ESSA É A GOOGLE_API_KEY" - -POSTGRES_USER="USUARIO_DA_BASE_DE_DADOS" -POSTGRES_PASSWORD="SENHA_BASE_DE_DADOS" -POSTGRES_DB="NOME_BASE_DE_DADOS" -PGDATA=/var/lib/postgresql/18/docker - -DB_DNS='postgresql://USUARIO_DA_BASE_DE_DADOS:SENHA_BASE_DE_DADOS@localhost:5432/NOME_BASE_DE_DADOS' - diff --git a/docs/Aprendizado_megale.md b/docs/Aprendizado_megale.md new file mode 100644 index 0000000..ce8420d --- /dev/null +++ b/docs/Aprendizado_megale.md @@ -0,0 +1,17 @@ + + +Site para fazer grafos + +https://www.mermaidchart.com/app/projects/abe4786a-4c2c-42ac-bebe-267dd17151d5/diagrams/95bf5c1d-8b17-4fe9-8296-2596c97d712d/version/v0.1/edit + +colar nesse link o codigo do grafo, e vc vera como Imagen + +build.langchain.com. (esse mt foda ) + +https://whimsical.com/Ck8Sb5D8k4DzM8d4WUtVAy + + + +--- + + diff --git a/pyproject.toml b/pyproject.toml index 6f95e06..70c7b96 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,7 +8,7 @@ authors = [{ name = "Luiz Otávio" }] requires-python = ">=3.13" dependencies = [ "aiosqlite>=0.21.0", - "langchain>=1.0.8", + "langchain[google-genai,ollama]>=1.0.8", "langchain-core>=1.0.7", "langchain-google-genai>=3.1.0", "langchain-ollama>=1.0.0", diff --git a/src/examples/ex001/main.py b/src/examples/ex001/main.py index de91b8f..3500362 100644 --- a/src/examples/ex001/main.py +++ b/src/examples/ex001/main.py @@ -12,6 +12,9 @@ # `ChatOpenAI` do pacote `langchain_openai` isso deixaria o meu código um pouco # mais acoplado, já que eu precisaria fazer isso sempre que mudasse de modelo. # Pense nele como um atalho para criar um novo Chat Model. + +from dotenv import load_dotenv +import os from langchain.chat_models import init_chat_model ################################################################################ @@ -39,7 +42,7 @@ # Vou usar Ollama neste exemplo -llm = init_chat_model("ollama:gpt-oss:20b") +llm = init_chat_model("google_genai:gemini-2.5-flash", api_key=os.getenv("GOOGLE_API_KEY")) # passa explicitamente # A beleza do LangChain é que daqui para baixo, tudo é praticamente igual # para qualquer modelo. diff --git a/src/examples/ex001/megale01.py b/src/examples/ex001/megale01.py new file mode 100644 index 0000000..b7e7553 --- /dev/null +++ b/src/examples/ex001/megale01.py @@ -0,0 +1,23 @@ +# main.py +from dotenv import load_dotenv +import os +from rich import print +# Carrega as variáveis do .env + +load_dotenv() + +# Verifica se a variável foi carregada +print("GOOGLE_API_KEY =", os.getenv("GOOGLE_API_KEY")) + + + +# Agora inicialize seu LLM normalmente +from langchain.chat_models import init_chat_model + +llm = init_chat_model( + "google_genai:gemini-2.5-flash", + api_key=os.getenv("GOOGLE_API_KEY") # passa explicitamente +) + +response = llm.invoke("Olá, como vai?") +print(response) diff --git a/src/examples/ex002/megale02.py b/src/examples/ex002/megale02.py new file mode 100644 index 0000000..24727e6 --- /dev/null +++ b/src/examples/ex002/megale02.py @@ -0,0 +1,69 @@ +# main.py +from dotenv import load_dotenv +import os +from rich import print + +# Carrega as variáveis do .env +load_dotenv() + +# Verifica se a variável foi carregada +print("GOOGLE_API_KEY =", os.getenv("GOOGLE_API_KEY")) + +# Importações corretas do LangChain + +from langchain.chat_models import init_chat_model +from langchain.messages import HumanMessage, SystemMessage + +# Inicializa seu LLM +llm = init_chat_model( + model="google_genai:gemini-2.5-flash", + api_key=os.getenv("GOOGLE_API_KEY") +) + +# Mensagem do sistema (instrui o comportamento do assistente) +system_message = SystemMessage( + content=( + "Você é um guia de estudos que ajuda estudantes a aprenderem novos tópicos.\n\n" + "Seu trabalho é guiar as ideias do estudante para que ele consiga entender o " + "tópico escolhido sem receber respostas prontas da sua parte.\n\n" + "Evite conversar sobre assuntos paralelos ao tópico escolhido. Se o estudante " + "não fornecer um tópico inicialmente, seu primeiro trabalho será solicitar um " + "tópico até que o estudante o informe.\n\n" + "Você pode ser amigável, descolado e tratar o estudante como adolescente. Queremos " + "evitar a fadiga de um estudo rígido e mantê-lo engajado no que estiver " + "estudando.\n\n" + "As próximas mensagens serão de um estudante." + ) +) + +# Mensagem do humano (usuário) +human_message = HumanMessage(content="Olá, tudo bem?") + +# Monta a lista de mensagens +messages = [system_message, human_message] + +# Obtém a resposta do modelo +response = llm.invoke(messages) +print(f"{'AI':-^80}") +print(response.content) + +messages.append(response) +while True: + print(f"{'Human':-^80}") + user_input = input("Digite sua mensagem: ") + human_message = HumanMessage(content=user_input) + + if user_input.lower() in ["exit", "quit", "bye", "q"]: + break + + messages.append(human_message) + response = llm.invoke(messages) + print(f"{'AI':-^80}") + print(response.content) + print() + messages.append(response) + +print() +print(f"{'Histórico':-^80}") +print(*[f"{m.type.upper()}\n{m.content}\n\n" for m in messages], sep="", end="" ) +print() diff --git a/src/examples/ex003/megale03_01.py b/src/examples/ex003/megale03_01.py new file mode 100644 index 0000000..381b155 --- /dev/null +++ b/src/examples/ex003/megale03_01.py @@ -0,0 +1,55 @@ +from typing import Annotated, TypedDict +from langgraph.graph import StateGraph, add_messages +from rich import print +##import operator + + +# def reducer(a: list[str], b: list[str]) -> list[str]: +# reducer_result = a + b +# print("> reducer em execução", f"{reducer_result=}") +# return reducer_result + +## O estado do grafo +class State(TypedDict): + nodes_path: Annotated[list[str],add_messages] # operator.add Usando o operador de adição como reducer + +#2 Definir os nodes + +def node_a(state: State) -> State: + output_state: State = {"nodes_path": ["A"]} + print("> node_a em execução", f"{state=}", f"{output_state=}") + return output_state + + +def node_b(state: State) -> State: + output_state: State = {"nodes_path": ["B"]} + print("> node_b em execução", f"{state=}", f"{output_state=}") + return output_state + +## definir o builder do grafo //stategraph +builder = StateGraph(State) + +builder.add_node("A", node_a) +builder.add_node("B", node_b) + +##Conectar a Edges + +builder.add_edge('__start__', "A") +builder.add_edge("A", "B") +builder.add_edge("B", "__end__") + +## Compilar o grafo + +graph = builder.compile() + +## Executar o grafo + +#print(graph.get_graph().draw_mermaid()) ## quiser ver img, sio colcar no mermeid chart + +##Pegar o resultado + +response = graph.invoke({"nodes_path": []}) + +print() +print(f"{response}") +print() \ No newline at end of file diff --git a/src/examples/ex003/megale03_02.py b/src/examples/ex003/megale03_02.py new file mode 100644 index 0000000..5a336b4 --- /dev/null +++ b/src/examples/ex003/megale03_02.py @@ -0,0 +1,73 @@ +from typing import Annotated, TypedDict, Literal +from langgraph.graph import StateGraph, END, START +from rich import print +import operator +from dataclasses import dataclass + + +@dataclass +class State: + nodes_path: Annotated[list[str],operator.add] + current_number: int = 0 + +#2 Definir os nodes + + +def node_a(state: State) -> State: + output_state: State = State(nodes_path=["A"], current_number=state.current_number) + print("> node_a em execução", f"{state=}", f"{output_state=}") + return output_state + + +def node_b(state: State) -> State: + output_state: State = State(nodes_path=["B"], current_number=state.current_number) + print("> node_b em execução", f"{state=}", f"{output_state=}") + return output_state + +def node_c(state: State) -> State: + output_state: State = State(nodes_path=["C"], current_number=state.current_number) + print("> node_c em execução", f"{state=}", f"{output_state=}") + return output_state + +#Funcao condicional + +def the_conditional(state: State) -> Literal["B", "C"]: + if state.current_number >= 50: + return "C" + else: + return "B" + + + + + + + + + +## definir o builder do grafo //stategraph +builder = StateGraph(State) +builder.add_node("A", node_a) 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