chore: archive deprecated chromadb and migration scripts

This commit is contained in:
2026-04-28 00:15:46 +00:00
parent d5b5c2ec14
commit 037d747573
10 changed files with 486 additions and 11 deletions
+91
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@@ -0,0 +1,91 @@
"""
Aaron AI — Migration: pgvector to Graphiti
One-time migration. Test with limit first: python3 migrate_to_graphiti.py 100
"""
import os, sys, json, time, requests, psycopg2
from pathlib import Path
from datetime import datetime
from dotenv import load_dotenv
load_dotenv(Path.home() / "aaronai" / ".env")
GRAPHITI_URL = "http://localhost:8001"
PG_DSN = os.getenv("PG_DSN")
GROUP_ID = "aaron"
BATCH_PAUSE = 0.5
PROGRESS_FILE = Path.home() / "aaronai" / "migration_progress.json"
def load_progress():
if PROGRESS_FILE.exists():
return json.loads(PROGRESS_FILE.read_text())
return {"completed_ids": [], "failed_ids": []}
def save_progress(progress):
PROGRESS_FILE.write_text(json.dumps(progress, indent=2))
def migrate(limit=None):
try:
resp = requests.get(f"{GRAPHITI_URL}/health", timeout=5)
print(f"Graphiti: {resp.json()}")
except Exception as e:
print(f"ERROR: sidecar not reachable — {e}"); sys.exit(1)
progress = load_progress()
completed_ids = set(progress["completed_ids"])
failed_ids = progress["failed_ids"]
if completed_ids:
print(f"Resuming — {len(completed_ids)} done, {len(failed_ids)} failed")
pg = psycopg2.connect(PG_DSN)
cur = pg.cursor()
query = "SELECT id, document, source, created_at FROM embeddings ORDER BY created_at ASC"
if limit:
query += f" LIMIT {limit}"
cur.execute(query)
rows = cur.fetchall()
pg.close()
pending = [r for r in rows if r[0] not in completed_ids]
print(f"Total: {len(rows)} | Pending: {len(pending)}{' [TEST]' if limit else ''}\n")
success = len(completed_ids)
failed = len(failed_ids)
start = time.time()
for i, (id, document, source, created_at) in enumerate(pending):
try:
src = (source or "unknown").replace("/", "-").replace(" ", "-")[:80]
name = f"{src}-{id[:8]}"
requests.post(f"{GRAPHITI_URL}/episodes", json={
"name": name,
"content": document,
"source_description": source or "nextcloud-corpus",
"timestamp": created_at or datetime.now().isoformat(),
"group_id": GROUP_ID,
}, timeout=120).raise_for_status()
success += 1
progress["completed_ids"].append(id)
if success % 10 == 0:
save_progress(progress)
if (i + 1) % 50 == 0:
elapsed = time.time() - start
rate = (i + 1) / elapsed
remaining = (len(pending) - i - 1) / rate if rate > 0 else 0
print(f" [{i+1}/{len(pending)}] {success} ok, {failed} failed | ~{remaining/60:.0f} min left")
time.sleep(BATCH_PAUSE)
except Exception as e:
failed += 1
progress["failed_ids"].append({"id": id, "error": str(e)})
print(f" FAILED {id}: {e}")
save_progress(progress)
time.sleep(2)
save_progress(progress)
elapsed = time.time() - start
print(f"\nDone — {success} ok, {failed} failed, {elapsed/60:.1f} min")
if limit and len(pending) > 0:
est = (elapsed / len(pending)) * 12915 / 60
print(f"Estimated full run: ~{est:.0f} min")
if __name__ == "__main__":
migrate(int(sys.argv[1]) if len(sys.argv) > 1 else None)
+5
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@@ -0,0 +1,5 @@
{
"last_dream_timestamp": 1777276868.016728,
"last_dream_mode": "pipeline",
"last_dream_file": "Journal/Dreams/2026-04-27-synthesis-1.md"
}
+301
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@@ -0,0 +1,301 @@
{
"completed_ids": [
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_16",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_70",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_12",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_80",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_68",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_46",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_2",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_78",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_66",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_6",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_50",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_44",
"claude_33e44682-8e4f-42e4-974f-cf469f841f32_64",
"claude_742dbbac-7ea4-4363-bde3-a86e241110df_2",
"claude_742dbbac-7ea4-4363-bde3-a86e241110df_8",
"claude_742dbbac-7ea4-4363-bde3-a86e241110df_24",
"claude_8fd584a3-d7f4-4af4-be63-f2071049e3e2_2",
"claude_2d8b5404-1c3e-42c1-8e24-507560ee6d6f_2",
"claude_1eb9040b-6e0f-434f-8dcc-50f68138db6d_4",
"claude_1eb9040b-6e0f-434f-8dcc-50f68138db6d_8",
"claude_1eb9040b-6e0f-434f-8dcc-50f68138db6d_9",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_126",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_174",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_8",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_20",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_22",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_36",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_184",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_24",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_182",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_178",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_180",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_38",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_124",
"claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_40"
],
"failed_ids": [
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_72",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_52",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_60",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_81",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_18",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_32",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_58",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_48",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_62",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_20",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_24",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_54",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_22",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_30",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_56",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_76",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_74",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_28",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_14",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_38",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_8",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_40",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_4",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_42",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_34",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_26",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_10",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_33e44682-8e4f-42e4-974f-cf469f841f32_36",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_4",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_6",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_32",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_10",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_26",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_20",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_18",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_30",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_14",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_22",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_16",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_12",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_36",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_34",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_742dbbac-7ea4-4363-bde3-a86e241110df_28",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_8fd584a3-d7f4-4af4-be63-f2071049e3e2_5",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_8fd584a3-d7f4-4af4-be63-f2071049e3e2_4",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_2d8b5404-1c3e-42c1-8e24-507560ee6d6f_4",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_2d8b5404-1c3e-42c1-8e24-507560ee6d6f_6",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_2d8b5404-1c3e-42c1-8e24-507560ee6d6f_9",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_2d8b5404-1c3e-42c1-8e24-507560ee6d6f_8",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_1eb9040b-6e0f-434f-8dcc-50f68138db6d_2",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_1eb9040b-6e0f-434f-8dcc-50f68138db6d_6",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_2",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_4",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_6",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_28",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_26",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_30",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_16",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_18",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_10",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_34",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_12",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_14",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_32",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
},
{
"id": "claude_dacf89e3-1ee7-400d-8461-ef5920c82fe3_42",
"error": "500 Server Error: Internal Server Error for url: http://localhost:8001/episodes"
}
]
}
+3
View File
@@ -565,6 +565,7 @@ async def get_status(auth: str = Depends(require_auth)):
# Watcher status
watcher_running = False
watcher_ingestion = {"status": "idle", "message": "", "file_count": 0}
last_indexed = "Unknown"
try:
import time as _time, json as _json
@@ -573,6 +574,7 @@ async def get_status(auth: str = Depends(require_auth)):
_s = _json.loads(_sp.read_text())
_age = _time.time() - _s.get("timestamp", 0)
watcher_running = _s.get("running", False) and _age < 30
watcher_ingestion = _s.get("ingestion", watcher_ingestion)
except:
pass
@@ -613,6 +615,7 @@ async def get_status(auth: str = Depends(require_auth)):
return JSONResponse({
"aaron_ai": "running",
"watcher": "running" if watcher_running else "stopped",
"watcher_ingestion": watcher_ingestion,
"chunk_count": chunk_count,
"file_count": file_count,
"last_indexed": last_indexed,
-1
View File
@@ -145,7 +145,6 @@ def ingest_folder(folder_path):
total_chunks += ingest_file(f)
print(f"\nDone. Total chunks indexed: {total_chunks}")
print(f"Database stored at: {db_path}")
if __name__ == "__main__":
target = sys.argv[1] if len(sys.argv) > 1 else str(Path.home() / "aaronai" / "docs")
+86 -10
View File
@@ -2,6 +2,7 @@ import time
import subprocess
import logging
import json
import threading
from pathlib import Path
from watchdog.observers import Observer
from watchdog.events import FileSystemEventHandler
@@ -25,16 +26,35 @@ logging.basicConfig(
]
)
ingestion_state = {
"status": "idle",
"message": "",
"file_count": 0,
"started_at": None,
"finished_at": None,
"last_error": "",
}
ingestion_lock = threading.Lock()
ingestion_thread = None
def set_ingestion_state(**kwargs):
with ingestion_lock:
ingestion_state.update(kwargs)
def load_state():
if Path(STATE_FILE).exists():
with open(STATE_FILE) as f:
return json.load(f)
return {}
def save_state(state):
with open(STATE_FILE, 'w') as f:
json.dump(state, f)
def get_changed_files():
state = load_state()
changed = []
@@ -52,13 +72,25 @@ def get_changed_files():
changed.append(path)
return changed, state
def run_ingestion():
changed, state = get_changed_files()
if not changed:
logging.info("No new or changed files detected — skipping ingestion.")
set_ingestion_state(status="idle", message="No changes detected", file_count=0)
return
logging.info(f"Found {len(changed)} new or changed files — starting ingestion...")
count = len(changed)
logging.info(f"Found {count} new or changed files — starting ingestion...")
set_ingestion_state(
status="ingesting",
message=f"Ingesting {count} file(s)...",
file_count=count,
started_at=time.time(),
finished_at=None,
last_error="",
)
try:
result = subprocess.run(
[PYTHON, INGEST_SCRIPT, NEXTCLOUD_PATH],
@@ -67,19 +99,51 @@ def run_ingestion():
timeout=1800
)
if result.returncode == 0:
# Update state with new mtimes
root = Path(NEXTCLOUD_PATH)
for path in root.rglob("*"):
if path.is_file() and path.suffix.lower() in SUPPORTED:
state[str(path)] = str(path.stat().st_mtime)
save_state(state)
logging.info("Ingestion complete. State updated.")
set_ingestion_state(
status="idle",
message=f"Last run: ingested {count} file(s) successfully",
finished_at=time.time(),
)
else:
logging.error(f"Ingestion error: {result.stderr}")
set_ingestion_state(
status="error",
message="Ingestion failed — see log",
last_error=result.stderr[-300:],
finished_at=time.time(),
)
except subprocess.TimeoutExpired:
logging.error("Ingestion timed out.")
set_ingestion_state(
status="error",
message="Ingestion timed out (>30 min)",
last_error="TimeoutExpired",
finished_at=time.time(),
)
except Exception as e:
logging.error(f"Ingestion failed: {e}")
set_ingestion_state(
status="error",
message=f"Ingestion exception: {e}",
last_error=str(e),
finished_at=time.time(),
)
def start_ingestion_thread():
global ingestion_thread
if ingestion_thread and ingestion_thread.is_alive():
logging.info("Ingestion already running — skipping.")
return
ingestion_thread = threading.Thread(target=run_ingestion, daemon=True)
ingestion_thread.start()
class IngestHandler(FileSystemEventHandler):
def __init__(self):
@@ -98,9 +162,26 @@ class IngestHandler(FileSystemEventHandler):
return
if 'Journal/Media' in str(path):
return
if event.event_type not in ('modified', 'created', 'moved'):
return
logging.info(f"Event: {event.event_type} {event.src_path}")
self.pending = True
self.last_event = time.time()
def write_status(handler):
with ingestion_lock:
status = {
"running": True,
"timestamp": time.time(),
"pending": handler.pending,
"last_event": handler.last_event,
"ingestion": dict(ingestion_state),
}
with open(STATUS_FILE, 'w') as f:
json.dump(status, f)
def main():
logging.info("Aaron AI Watcher starting...")
logging.info(f"Watching: {NEXTCLOUD_PATH}")
@@ -112,23 +193,18 @@ def main():
try:
while True:
import json as _json
_json.dump({
"running": True,
"timestamp": time.time(),
"pending": handler.pending,
"last_event": handler.last_event
}, open(STATUS_FILE, 'w'))
write_status(handler)
if handler.pending:
elapsed = time.time() - handler.last_event
if elapsed >= DEBOUNCE_SECONDS:
handler.pending = False
run_ingestion()
start_ingestion_thread()
time.sleep(5)
except KeyboardInterrupt:
observer.stop()
observer.join()
logging.info("Watcher stopped.")
if __name__ == "__main__":
main()