Sync vector main

ABB-Manual-Assistant/README.md

@@ -0,0 +1,3 @@
+# Linamar-Vector-Bootcamp
+
+## Applying agentic ai to robot troubleshooting.

ABB-Manual-Assistant/agent_utils/memory_store.py

@@ -0,0 +1,67 @@
+import datetime
+import os
+import sqlite3
+import uuid
+
+
+class MemoryStore:
+    def __init__(self, db_path="data/memory.db"):
+        os.makedirs(os.path.dirname(db_path), exist_ok=True)
+        self.conn = sqlite3.connect(db_path, check_same_thread=False)
+        self._init_db()
+
+    def _init_db(self):
+        cur = self.conn.cursor()
+        cur.execute("""
+        CREATE TABLE IF NOT EXISTS conversations (
+            id TEXT PRIMARY KEY,
+            title TEXT,
+            created_at TEXT
+        )
+        """)
+        cur.execute("""
+        CREATE TABLE IF NOT EXISTS messages (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            conversation_id TEXT,
+            role TEXT,
+            content TEXT,
+            timestamp TEXT
+        )
+        """)
+        self.conn.commit()
+
+    def create_conversation(self, title=None):
+        cid = str(uuid.uuid4())
+        if not title:
+            title = f"Chat {datetime.datetime.now().strftime('%Y-%m-%d %H:%M')}"
+        self.conn.execute(
+            "INSERT INTO conversations VALUES (?, ?, ?)", (cid, title, datetime.datetime.now().isoformat())
+        )
+        self.conn.commit()
+        return cid
+
+    def list_conversations(self):
+        return self.conn.execute("SELECT id, title, created_at FROM conversations ORDER BY created_at DESC").fetchall()
+
+    def get_history(self, conversation_id, limit=100):
+        rows = self.conn.execute(
+            "SELECT role, content FROM messages WHERE conversation_id=? ORDER BY id ASC LIMIT ?",
+            (conversation_id, limit),
+        ).fetchall()
+        return [{"role": r[0], "content": r[1]} for r in rows]
+
+    def log_message(self, conversation_id, role, content):
+        self.conn.execute(
+            "INSERT INTO messages (conversation_id, role, content, timestamp) VALUES (?, ?, ?, ?)",
+            (conversation_id, role, content, datetime.datetime.now().isoformat()),
+        )
+        self.conn.commit()
+
+    def rename_conversation(self, conversation_id, new_title):
+        self.conn.execute("UPDATE conversations SET title=? WHERE id=?", (new_title, conversation_id))
+        self.conn.commit()
+
+    def delete_conversation(self, conversation_id):
+        self.conn.execute("DELETE FROM messages WHERE conversation_id=?", (conversation_id,))
+        self.conn.execute("DELETE FROM conversations WHERE id=?", (conversation_id,))
+        self.conn.commit()

ABB-Manual-Assistant/conversation_manager.py

@@ -0,0 +1,73 @@
+# agents/conversation_manager.py
+from __future__ import annotations
+
+from typing import Any, Dict, List, Optional
+
+from agent_utils.memory_store import MemoryStore
+
+
+class ConversationManagerAgent:
+    """
+    Minimal 'agent' wrapper around MemoryStore so other agents/tools
+    can call a stable interface. Keeps things simple:
+    - make sure a conversation exists
+    - append user/assistant turns
+    - read history
+    - rename/delete/list conversations
+    - optional: keep assistant partials in RAM; persist only on finalize
+    """
+
+    def __init__(self, store: Optional[MemoryStore] = None):
+        self.store = store or MemoryStore()
+        # simple in-RAM buffer for current assistant partials per conversation
+        self._partials: Dict[str, str] = {}
+
+    # ---- conversation mgmt ----
+    def ensure_conversation(self, conversation_id: Optional[str]) -> str:
+        rows = self.store.list_conversations()
+        if not rows:
+            return self.store.create_conversation()
+        if conversation_id:
+            return conversation_id
+        # default to newest (list_conversations should return DESC by created_at)
+        return rows[0][0]
+
+    def list_conversations(self) -> List[Dict[str, Any]]:
+        rows = self.store.list_conversations()
+        return [{"id": r[0], "title": r[1], "created_at": r[2]} for r in rows]
+
+    def rename(self, conversation_id: str, title: str) -> Dict[str, Any]:
+        self.store.rename_conversation(conversation_id, title)
+        return {"ok": True, "conversation_id": conversation_id, "title": title}
+
+    def delete(self, conversation_id: str) -> Dict[str, Any]:
+        self.store.delete_conversation(conversation_id)
+        self._partials.pop(conversation_id, None)
+        return {"ok": True}
+
+    def create(self, title: Optional[str] = None) -> Dict[str, Any]:
+        cid = self.store.create_conversation(title)
+        return {"ok": True, "conversation_id": cid}
+
+    # ---- messages ----
+    def save_user(self, conversation_id: str, content: str) -> Dict[str, Any]:
+        cid = self.ensure_conversation(conversation_id)
+        self.store.log_message(cid, "user", content)
+        return {"ok": True, "conversation_id": cid}
+
+    def set_assistant_partial(self, conversation_id: str, partial_text: str) -> Dict[str, Any]:
+        # Keep partials in RAM for simplicity/quickness
+        cid = self.ensure_conversation(conversation_id)
+        self._partials[cid] = partial_text
+        return {"ok": True, "conversation_id": cid}
+
+    def finalize_assistant(self, conversation_id: str) -> Dict[str, Any]:
+        cid = self.ensure_conversation(conversation_id)
+        final_text = self._partials.pop(cid, "")
+        # Only persist once at the end of the stream
+        self.store.log_message(cid, "assistant", final_text)
+        return {"ok": True, "conversation_id": cid, "content_len": len(final_text)}
+
+    def get_history_messages(self, conversation_id: str, limit: int = 1000) -> List[Dict[str, Any]]:
+        cid = self.ensure_conversation(conversation_id)
+        return self.store.get_history(cid, limit=limit)

ABB-Manual-Assistant/gitignore-2025.txt

@@ -0,0 +1,212 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[codz]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+scrape_with_LLM/
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py.cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+#poetry.toml
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python.
+#   https://pdm-project.org/en/latest/usage/project/#working-with-version-control
+#pdm.lock
+#pdm.toml
+.pdm-python
+.pdm-build/
+
+# pixi
+#   Similar to Pipfile.lock, it is generally recommended to include pixi.lock in version control.
+#pixi.lock
+#   Pixi creates a virtual environment in the .pixi directory, just like venv module creates one
+#   in the .venv directory. It is recommended not to include this directory in version control.
+.pixi
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.envrc
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Max Added
+.venv_temp
+scrape_with_LLM/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# Abstra
+# Abstra is an AI-powered process automation framework.
+# Ignore directories containing user credentials, local state, and settings.
+# Learn more at https://abstra.io/docs
+.abstra/
+
+# Visual Studio Code
+#  Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore
+#  that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
+#  and can be added to the global gitignore or merged into this file. However, if you prefer,
+#  you could uncomment the following to ignore the entire vscode folder
+# .vscode/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
+
+# Cursor
+#  Cursor is an AI-powered code editor. `.cursorignore` specifies files/directories to
+#  exclude from AI features like autocomplete and code analysis. Recommended for sensitive data
+#  refer to https://docs.cursor.com/context/ignore-files
+.cursorignore
+.cursorindexingignore
+
+# Marimo
+marimo/_static/
+marimo/_lsp/
+__marimo__/