Anto01
531c560db7
Phase 1 - Ingestion hardening: - Encoding fallback (UTF-8/UTF-8-sig/Latin-1/CP1252) - Delete detection: purge DB/vector entries for removed files - Ingestion stats endpoint (GET /stats) Phase 5 - Trusted Project State: - project_state table with categories (status, decision, requirement, contact, milestone, fact, config) - CRUD API: POST/GET/DELETE /project/state - Upsert semantics, invalidation (supersede) support - Context builder integrates project state at highest trust precedence - Project state gets 20% budget allocation, appears first in context - Trust precedence: Project State > Retrieved Chunks (per Master Plan) 33/33 tests passing. Validated end-to-end with GigaBIT M1 project data. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
AtoCore
Personal context engine that enriches LLM interactions with durable memory, structured context, and project knowledge.
Quick Start
pip install -e .
uvicorn src.atocore.main:app --port 8100
Usage
# Ingest markdown files
curl -X POST http://localhost:8100/ingest \
-H "Content-Type: application/json" \
-d '{"path": "/path/to/notes"}'
# Build enriched context for a prompt
curl -X POST http://localhost:8100/context/build \
-H "Content-Type: application/json" \
-d '{"prompt": "What is the project status?", "project": "myproject"}'
# CLI ingestion
python scripts/ingest_folder.py --path /path/to/notes
API Endpoints
| Method | Path | Description |
|---|---|---|
| POST | /ingest | Ingest markdown file or folder |
| POST | /query | Retrieve relevant chunks |
| POST | /context/build | Build full context pack |
| GET | /health | Health check |
| GET | /debug/context | Inspect last context pack |
Architecture
FastAPI (port 8100)
├── Ingestion: markdown → parse → chunk → embed → store
├── Retrieval: query → embed → vector search → rank
├── Context Builder: retrieve → boost → budget → format
├── SQLite (documents, chunks, memories, projects, interactions)
└── ChromaDB (vector embeddings)
Configuration
Set via environment variables (prefix ATOCORE_):
| Variable | Default | Description |
|---|---|---|
| ATOCORE_DEBUG | false | Enable debug logging |
| ATOCORE_PORT | 8100 | Server port |
| ATOCORE_CHUNK_MAX_SIZE | 800 | Max chunk size (chars) |
| ATOCORE_CONTEXT_BUDGET | 3000 | Context pack budget (chars) |
| ATOCORE_EMBEDDING_MODEL | paraphrase-multilingual-MiniLM-L12-v2 | Embedding model |
Testing
pip install -e ".[dev]"
pytest