From 4d2cfb5db1e251a85b730b93c81500cb5140e8bb Mon Sep 17 00:00:00 2001 From: Francwa Date: Mon, 17 Nov 2025 15:26:04 +0100 Subject: [PATCH] Prompt for root directory and list it --- agent/agent.py | 181 ++++++++++++++++ agent/commands.py | 109 ++++++++++ agent/config.py | 15 ++ agent/llm.py | 41 ++++ agent/memory.py | 38 ++++ agent/tools.py | 76 +++++++ app.py | 96 ++++++++ poetry.lock | 543 ++++++++++++++++++++++++++++++++++++++++++++++ pyproject.toml | 5 + 9 files changed, 1104 insertions(+) create mode 100644 agent/agent.py create mode 100644 agent/commands.py create mode 100644 agent/config.py create mode 100644 agent/llm.py create mode 100644 agent/memory.py create mode 100644 agent/tools.py create mode 100644 app.py create mode 100644 poetry.lock diff --git a/agent/agent.py b/agent/agent.py new file mode 100644 index 0000000..b627872 --- /dev/null +++ b/agent/agent.py @@ -0,0 +1,181 @@ +# agent/agent.py +from typing import Any, Dict, List +import json + +from .llm import DeepSeekClient +from .memory import Memory +from .tools import make_tools, Tool + +class Agent: + def __init__(self, llm: DeepSeekClient, memory: Memory): + self.llm = llm + self.memory = memory + self.tools: Dict[str, Tool] = make_tools(memory) + + def _build_system_prompt(self) -> str: + ctx = {"project_root": self.memory.get_project_root()} + tools_desc = "\n".join( + f"- {t.name}: {t.description}" for t in self.tools.values() + ) + return ( + "Tu es un agent IA qui aide un développeur senior à gérer son projet local.\n" + "Tu peux demander des informations de base (comme le chemin du projet)\n" + "et tu peux utiliser des outils pour interagir avec le système de fichiers.\n\n" + "Contexte utilisateur (JSON):\n" + f"{json.dumps(ctx, ensure_ascii=False)}\n\n" + "Règles IMPORTANTES pour les outils:\n" + "1. Si tu ne connais pas la valeur d'un argument (par exemple project_root), " + "TU NE DOIS PAS mettre null ou une valeur inventée.\n" + " À la place, tu dois poser une question à l'utilisateur pour obtenir l'information.\n" + "2. Ne propose set_user_profile QUE lorsque l'utilisateur a donné un chemin de projet explicite.\n" + "3. Quand tu veux utiliser un outil, réponds STRICTEMENT avec un JSON de la forme :\n" + '{ "thought": "...", "action": { "name": "tool_name", "args": { ... } } }\n' + " - Pas de texte avant/après.\n" + " - Les args doivent être COMPLETS et NON nuls.\n" + "4. Quand JE (le système) te fournis un object JSON contenant 'tool_result' et 'intent', " + "tu dois ALORS répondre à l'utilisateur en TEXTE NATUREL, et NE PAS renvoyer de JSON d'action.\n\n" + "Tools disponibles:\n" + f"{tools_desc}\n" + ) + + def _parse_intent(self, text: str) -> Dict[str, Any] | None: + try: + data = json.loads(text) + except json.JSONDecodeError: + return None + + if not isinstance(data, dict): + return None + + action = data.get("action") + if not isinstance(action, dict): + return None + + name = action.get("name") + if not isinstance(name, str): + return None + + return data + + def _execute_action(self, intent: Dict[str, Any]) -> Dict[str, Any]: + action = intent["action"] + name: str = action["name"] + args: Dict[str, Any] = action.get("args", {}) or {} + + if name == "set_user_profile": + project_root = args.get("project_root") + if not project_root: + return { + "error": "missing_project_root", + "message": ( + "Le modèle a demandé set_user_profile sans project_root. " + "Tu dois d'abord demander à l'utilisateur de fournir un chemin " + "de projet valide (ex: /home/francois/mon_projet)." + ), + } + + tool = self.tools.get(name) + if not tool: + return {"error": "unknown_tool", "tool": name} + + try: + result = tool.func(**args) + except TypeError as e: + # Mauvais arguments + return {"error": "bad_args", "message": str(e)} + + return result + + def step(self, user_input: str) -> str: + print("Starting a new step...") + """ + Un 'tour' d'agent : + - construit le prompt system + - interroge DeepSeek + - si JSON d'intent -> exécute tool, refait un appel, renvoie réponse finale + - sinon -> renvoie texte brut + """ + print("User input:", user_input) + root = self.memory.data.get("project_root") + print("Current project_root in memory:", root) + + # Unified system prompt that always allows tools + tools_desc = "\n".join( + f"- {t.name}: {t.description}\n Paramètres: {json.dumps(t.parameters, ensure_ascii=False)}" + for t in self.tools.values() + ) + + if root is None: + print("No project_root set - asking user and allowing tool use") + system_prompt = ( + "Tu es un agent IA qui aide un développeur à gérer son projet local.\n\n" + "CONTEXTE ACTUEL:\n" + f"- project_root: {root} (NON DÉFINI)\n\n" + "RÈGLES IMPORTANTES:\n" + "1. Le project_root n'est pas encore défini. Tu DOIS d'abord demander à l'utilisateur " + "le chemin absolu de son projet (ex: /home/user/mon_projet).\n" + "2. Quand l'utilisateur te donne un chemin, tu DOIS immédiatement utiliser l'outil " + "'set_project_root' pour le sauvegarder.\n" + "3. Pour utiliser un outil, réponds STRICTEMENT avec ce format JSON:\n" + ' { "thought": "explication", "action": { "name": "nom_outil", "args": { "arg": "valeur" } } }\n' + "4. Si tu réponds en texte (pas d'outil), réponds normalement en français.\n" + "5. Quand le système te renvoie un tool_result, réponds à l'utilisateur en TEXTE NATUREL.\n\n" + "OUTILS DISPONIBLES:\n" + f"{tools_desc}\n" + ) + else: + print("Project_root is set - normal operation mode") + system_prompt = ( + "Tu es un agent IA qui aide un développeur à gérer son projet local.\n\n" + "CONTEXTE ACTUEL:\n" + f"- project_root: {root}\n\n" + "RÈGLES IMPORTANTES:\n" + "1. Le project_root est défini. Tu peux utiliser les outils disponibles.\n" + "2. Pour utiliser un outil, réponds STRICTEMENT avec ce format JSON:\n" + ' { "thought": "explication", "action": { "name": "nom_outil", "args": { "param": "valeur" } } }\n' + " EXEMPLE pour lister le dossier 'src':\n" + ' { "thought": "L\'utilisateur veut voir le contenu de src", "action": { "name": "list_directory", "args": { "path": "src" } } }\n' + " EXEMPLE pour lister la racine du projet:\n" + ' { "thought": "L\'utilisateur veut voir la racine", "action": { "name": "list_directory", "args": { "path": "." } } }\n' + "3. Si tu réponds en texte (pas d'outil), réponds normalement en français.\n" + "4. Quand le système te renvoie un tool_result, réponds à l'utilisateur en TEXTE NATUREL.\n" + "5. IMPORTANT: Extrais le chemin demandé par l'utilisateur et passe-le comme argument 'path'.\n\n" + "OUTILS DISPONIBLES:\n" + f"{tools_desc}\n" + ) + + messages: List[Dict[str, Any]] = [ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": user_input}, + ] + + raw_first = self.llm.complete(messages) + intent = self._parse_intent(raw_first) + print("raw_first:", raw_first) + print("Intent:", intent) + if not intent: + # Réponse texte simple + #self.memory.append_history("user", user_input) + #self.memory.append_history("assistant", raw_first) + return raw_first + + # Exécuter l'action + tool_result = self._execute_action(intent) + + followup_messages: List[Dict[str, Any]] = [ + {"role": "system", "content": system_prompt}, + {"role": "user", "content": user_input}, + { + "role": "assistant", + "content": json.dumps( + {"tool_result": tool_result, "intent": intent}, + ensure_ascii=False, + ), + }, + ] + + raw_second = self.llm.complete(followup_messages) + + #self.memory.append_history("user", user_input) + #self.memory.append_history("assistant", raw_second) + return raw_second diff --git a/agent/commands.py b/agent/commands.py new file mode 100644 index 0000000..633d82a --- /dev/null +++ b/agent/commands.py @@ -0,0 +1,109 @@ +# agent/commands.py +from dataclasses import dataclass +from typing import Callable, Dict, List +import os + +from .memory import Memory + +@dataclass +class Command: + name: str + description: str + needs_project_root: bool + handler: Callable[[List[str], Memory], str] + + +class CommandRegistry: + def __init__(self, memory: Memory): + self.memory = memory + self.commands: Dict[str, Command] = {} + self._register_defaults() + + def _register_defaults(self): + # /setroot + def cmd_setroot(args: List[str], mem: Memory) -> str: + if not args: + return "Usage: `/setroot `" + + path = args[0] + if not os.path.isdir(path): + return f"Le chemin `{path}` n'existe pas ou n'est pas un dossier." + + mem.set_project_root(path) + return f"✅ Chemin du projet défini sur `{path}`." + + self.register( + Command( + name="setroot", + description="Définit le chemin racine du projet.", + needs_project_root=False, + handler=cmd_setroot, + ) + ) + + # /scan [rel_path] + def cmd_scan(args: List[str], mem: Memory) -> str: + root = mem.get_project_root() + rel = args[0] if args else "." + full = os.path.abspath(os.path.join(root, rel)) + + # sécurité basique + if not full.startswith(os.path.abspath(root)): + return "❌ Tu ne peux pas sortir du project_root." + + if not os.path.isdir(full): + return f"❌ `{rel}` n'est pas un dossier dans le projet." + + entries = sorted(os.listdir(full)) + if not entries: + return f"📁 `{rel}` est vide." + + lines = [f"📁 Scan de `{rel}` (dans `{root}`):"] + for e in entries: + p = os.path.join(full, e) + if os.path.isdir(p): + lines.append(f" 📂 {e}/") + else: + lines.append(f" 📄 {e}") + return "\n".join(lines) + + self.register( + Command( + name="scan", + description="Liste les fichiers/dossiers du projet.", + needs_project_root=True, + handler=cmd_scan, + ) + ) + + def register(self, cmd: Command): + self.commands[cmd.name] = cmd + + def handle(self, raw_input: str) -> str: + """ + Parse et exécute une commande du type `/scan src` ou `/setroot /chemin`. + """ + text = raw_input.strip() + if not text.startswith("/"): + return "Internal error: not a command." + + parts = text[1:].split() + if not parts: + return "Commande vide." + + name = parts[0] + args = parts[1:] + + cmd = self.commands.get(name) + if not cmd: + return f"Commande inconnue: `/{name}`.\nCommandes disponibles: {', '.join('/'+n for n in self.commands.keys())}" + + # dépendance project_root + if cmd.needs_project_root and not self.memory.get_project_root(): + return ( + "❗ Aucun `project_root` défini pour l'instant.\n" + "Commence par le définir avec:\n" + "`/setroot /chemin/vers/ton/projet`" + ) + + return cmd.handler(args, self.memory) diff --git a/agent/config.py b/agent/config.py new file mode 100644 index 0000000..3c4804f --- /dev/null +++ b/agent/config.py @@ -0,0 +1,15 @@ +from dataclasses import dataclass +import os +from dotenv import load_dotenv + +load_dotenv() + +@dataclass +class Settings: + deepseek_api_key: str = os.getenv("DEEPSEEK_API_KEY", "") + deepseek_base_url: str = os.getenv("DEEPSEEK_BASE_URL", "https://api.deepseek.com") + model: str = os.getenv("DEEPSEEK_MODEL", "deepseek-chat") + temperature: float = float(os.getenv("TEMPERATURE", "0.2")) + memory_file: str = os.getenv("MEMORY_FILE", "memory.json") + +settings = Settings() diff --git a/agent/llm.py b/agent/llm.py new file mode 100644 index 0000000..7767740 --- /dev/null +++ b/agent/llm.py @@ -0,0 +1,41 @@ +# agent/llm.py +from typing import List, Dict, Any +import requests + +from .config import settings + +class DeepSeekClient: + def __init__( + self, + api_key: str | None = None, + base_url: str | None = None, + model: str | None = None, + ): + self.api_key = api_key or settings.deepseek_api_key + self.base_url = base_url or settings.deepseek_base_url + self.model = model or settings.model + + def complete(self, messages: List[Dict[str, Any]]) -> str: + """ + messages: liste de dicts {role: 'system'|'user'|'assistant', content: str} + Retourne content (str) du premier choix. + """ + if not self.api_key: + return "Erreur côté agent : DEEPSEEK_API_KEY manquant dans l'environnement backend." + + url = f"{self.base_url}/v1/chat/completions" + headers = { + "Authorization": f"Bearer {self.api_key}", + "Content-Type": "application/json", + } + payload = { + "model": self.model, + "messages": messages, + "temperature": settings.temperature, + } + + resp = requests.post(url, headers=headers, json=payload, timeout=60) + resp.raise_for_status() + data = resp.json() + print("DeepSeek response:", data) + return data["choices"][0]["message"]["content"] diff --git a/agent/memory.py b/agent/memory.py new file mode 100644 index 0000000..9fdc810 --- /dev/null +++ b/agent/memory.py @@ -0,0 +1,38 @@ +# agent/memory.py +from pathlib import Path +from typing import Any, Dict +import json + +from .config import settings + + +class Memory: + def __init__(self, path: str = "memory.json"): + print("init memory") + self.file = Path(path) + self.data: Dict[str, Any] = {} + self.load() + + def load(self) -> None: + if self.file.exists(): + self.data = json.loads(self.file.read_text(encoding="utf-8")) + else: + self.data = { + "project_root": None, + "history": [], + } + + def save(self) -> None: + self.file.write_text( + json.dumps(self.data, indent=2, ensure_ascii=False), + encoding="utf-8", + ) + + def get_project_root(self) -> str | None: + """Ce qu'on injecte dans le prompt pour le LLM.""" + return self.data.get("project_root") + + def set_project_root(self, path: str) -> None: + print('Setting project root in memory to:', path) + self.data["project_root"] = path + self.save() diff --git a/agent/tools.py b/agent/tools.py new file mode 100644 index 0000000..b3ddd11 --- /dev/null +++ b/agent/tools.py @@ -0,0 +1,76 @@ +# agent/tools.py +from dataclasses import dataclass +from typing import Callable, Any, Dict +import os + +from .memory import Memory + +@dataclass +class Tool: + name: str + description: str + func: Callable[..., Dict[str, Any]] + parameters: Dict[str, Any] # JSON Schema des paramètres + +def make_tools(memory: Memory) -> dict[str, Tool]: + def set_project_root(project_root: str) -> Dict[str, Any]: + if not os.path.isdir(project_root): + return {"error": "invalid_path", "message": f"Le chemin {project_root} n'est pas un dossier valide."} + + print(f"Setting project root to: {project_root}") + print("Memory before:", memory.data) + memory.set_project_root(project_root) + print("Memory after:", memory.data) + return {"status": "ok", "project_root": project_root} + + def list_directory(path: str) -> Dict[str, Any]: + print("Proper tool used") + if not memory.data.get("project_root"): + return {"error": "no_project_root", "message": "Project root not set."} + + root = memory.data.get("project_root") + full_path = os.path.abspath(os.path.join(root, path)) + root_abs = os.path.abspath(root) + if not full_path.startswith(root_abs): + return {"error": "forbidden", "message": "Path outside project_root."} + + try: + entries = os.listdir(full_path) + return {"path": path, "entries": entries} + except Exception as e: + return {"error": "os_error", "message": str(e)} + + tools = [ + Tool( + name="set_project_root", + description="Enregistre le path du dossier racine du projet.", + func=set_project_root, + parameters={ + "type": "object", + "properties": { + "project_root": { + "type": "string", + "description": "Chemin absolu du dossier racine du projet (ex: /home/user/mon_projet)" + } + }, + "required": ["project_root"] + } + ), + Tool( + name="list_directory", + description="Liste le contenu d'un dossier relatif au project_root.", + func=list_directory, + parameters={ + "type": "object", + "properties": { + "path": { + "type": "string", + "description": "Chemin relatif du dossier à lister (ex: 'src' ou '.' pour la racine)" + } + }, + "required": ["path"] + } + ), + ] + + return {t.name: t for t in tools} diff --git a/app.py b/app.py new file mode 100644 index 0000000..3193c9a --- /dev/null +++ b/app.py @@ -0,0 +1,96 @@ +# app.py +import time +import uuid +import json +from typing import Any, Dict + +from fastapi import FastAPI, Request +from fastapi.responses import JSONResponse, StreamingResponse + +from agent.llm import DeepSeekClient +from agent.memory import Memory +from agent.agent import Agent +from agent.commands import CommandRegistry + +app = FastAPI( + title="LibreChat Agent Backend", + version="0.1.0", +) + +llm = DeepSeekClient() +memory = Memory() +agent = Agent(llm=llm, memory=memory) +commands_registry = CommandRegistry(memory=memory) + + +def extract_last_user_content(messages: list[Dict[str, Any]]) -> str: + last = "" + for m in reversed(messages): + if m.get("role") == "user": + last = m.get("content") or "" + break + return last + + +@app.post("/v1/chat/completions") +async def chat_completions(request: Request): + body = await request.json() + model = body.get("model", "local-deepseek-agent") + messages = body.get("messages", []) + stream = body.get("stream", False) + + user_input = extract_last_user_content(messages) + print("Received chat completion request, stream =", stream, "input:", user_input) + + # 🔹 1) Si c'est une commande, on ne fait PAS intervenir le LLM + if user_input.strip().startswith("/"): + answer = commands_registry.handle(user_input) + else: + # 🔹 2) Sinon, logique agent + LLM comme avant + answer = agent.step(user_input) + + # Ensuite = même logique de réponse (non-stream ou stream) + created_ts = int(time.time()) + completion_id = f"chatcmpl-{uuid.uuid4().hex}" + + if not stream: + resp = { + "id": completion_id, + "object": "chat.completion", + "created": created_ts, + "model": model, + "choices": [ + { + "index": 0, + "finish_reason": "stop", + "message": { + "role": "assistant", + "content": answer or "", + }, + } + ], + "usage": {"prompt_tokens": 0, "completion_tokens": 0, "total_tokens": 0}, + } + return JSONResponse(resp) + + async def event_generator(): + chunk = { + "id": completion_id, + "object": "chat.completion.chunk", + "created": created_ts, + "model": model, + "choices": [ + { + "index": 0, + "delta": { + "role": "assistant", + "content": answer or "", + }, + "finish_reason": "stop", + } + ], + } + yield f"data: {json.dumps(chunk, ensure_ascii=False)}\n\n" + yield "data: [DONE]\n\n" + + return StreamingResponse(event_generator(), media_type="text/event-stream") diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..40e09cc --- /dev/null +++ b/poetry.lock @@ -0,0 +1,543 @@ +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. + +[[package]] +name = "annotated-doc" +version = "0.0.4" +description = "Document parameters, class attributes, return types, and variables inline, with Annotated." +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_doc-0.0.4-py3-none-any.whl", hash = "sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320"}, + {file = "annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4"}, +] + +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with typing.Annotated" +optional = false +python-versions = ">=3.8" +files = [ + {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"}, + {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"}, +] + +[[package]] +name = "anyio" +version = "4.11.0" +description = "High-level concurrency and networking framework on top of asyncio or Trio" +optional = false +python-versions = ">=3.9" +files = [ + {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"}, + {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"}, +] + +[package.dependencies] +idna = ">=2.8" +sniffio = ">=1.1" +typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""} + +[package.extras] +trio = ["trio (>=0.31.0)"] + +[[package]] +name = "certifi" +version = "2025.11.12" +description = "Python package for providing Mozilla's CA Bundle." +optional = false +python-versions = ">=3.7" +files = [ + {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"}, + {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.4.4" +description = "The Real First Universal Charset Detector. 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