Skip to content

Commit 810d34d

Browse files
CopilotMte90
Copilot
and
Mte90
committed
Add documentation and finalize production-ready features
Co-authored-by: Mte90 <403283+Mte90@users.noreply.github.com>
1 parent 32ffcd3 commit 810d34d

File tree

2 files changed

+211
-0
lines changed

2 files changed

+211
-0
lines changed

‎CHANGELOG.md‎

Lines changed: 178 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,178 @@
1+
# PicoCode v0.2.0 - Production-Ready RAG Backend Update
2+
3+
## Summary
4+
5+
PicoCode has been upgraded to a production-ready local RAG backend with per-project persistent storage and PyCharm/IDE integration capabilities.
6+
7+
## Key Changes
8+
9+
### 1. Per-Project Database Isolation
10+
- Each project now gets its own SQLite database stored in `~/.picocode/projects/`
11+
- Project IDs are generated from path hashes for stability
12+
- Prevents cross-project data leakage
13+
- Registry database tracks all projects
14+
15+
**Files Added:**
16+
- `projects.py` - Project management system
17+
18+
### 2. PyCharm-Compatible REST API
19+
New API endpoints for IDE integration:
20+
21+
- `POST /api/projects` - Create/get project
22+
- `GET /api/projects` - List all projects
23+
- `GET /api/projects/{id}` - Get project details
24+
- `DELETE /api/projects/{id}` - Delete project
25+
- `POST /api/projects/index` - Index/re-index project
26+
- `POST /api/query` - Semantic search
27+
- `POST /api/code` - Code suggestions with RAG
28+
- `GET /api/health` - Health check
29+
30+
**Files Added:**
31+
- `PYCHARM_INTEGRATION.md` - Complete API documentation
32+
- `example_client.py` - Example Python client
33+
34+
### 3. Production-Ready Features
35+
36+
#### Error Handling
37+
- Comprehensive input validation
38+
- Proper HTTP status codes (400, 404, 500)
39+
- Detailed error messages
40+
- Exception logging
41+
42+
#### Retry Logic
43+
- Automatic retry on database locked errors
44+
- Exponential backoff for retries
45+
- Configurable retry counts
46+
47+
#### Connection Management
48+
- WAL mode for better concurrency
49+
- Proper connection timeouts
50+
- Resource cleanup
51+
- Transaction handling
52+
53+
#### Logging
54+
- Structured logging throughout
55+
- Info, warning, and error levels
56+
- Request/response logging
57+
- Performance monitoring ready
58+
59+
### 4. UI Updates
60+
- Projects section in web UI
61+
- Shows project status (created, indexing, ready, error)
62+
- Project selection interface
63+
- Real-time status updates
64+
65+
### 5. Updated Dependencies
66+
- Added `pydantic>=2.0` for request validation
67+
- Updated version to 0.2.0
68+
- Updated project description
69+
70+
## File Changes
71+
72+
### Modified Files:
73+
1. `main.py` - Added API endpoints and project support
74+
2. `README.md` - Updated with new features and quick start
75+
3. `pyproject.toml` - Version bump and new dependencies
76+
4. `templates/index.html` - Added projects UI
77+
5. `.gitignore` - Ignore per-project databases
78+
79+
### New Files:
80+
1. `projects.py` - Project management system (284 lines)
81+
2. `PYCHARM_INTEGRATION.md` - API documentation (270 lines)
82+
3. `example_client.py` - Example API client (240 lines)
83+
84+
## Testing
85+
86+
All features have been tested:
87+
- ✓ Health endpoint
88+
- ✓ Project creation and retrieval
89+
- ✓ Project listing
90+
- ✓ Project deletion
91+
- ✓ Error handling for invalid inputs
92+
- ✓ API endpoint structure
93+
- ✓ Import validation
94+
- ✓ Route registration
95+
96+
## Usage Example
97+
98+
```python
99+
from example_client import PicoCodeClient
100+
101+
client = PicoCodeClient()
102+
103+
# Create project
104+
project = client.create_project("/path/to/project", "My Project")
105+
106+
# Index project
107+
client.index_project(project["id"])
108+
109+
# Query
110+
results = client.query(project["id"], "how does auth work?")
111+
112+
# Get code suggestion
113+
suggestion = client.get_code_suggestion(project["id"], "explain auth")
114+
```
115+
116+
## API Integration
117+
118+
The REST API is designed for IDE plugins:
119+
120+
1. **On Project Open**: Create/get project via API
121+
2. **Background Indexing**: Start indexing asynchronously
122+
3. **Code Assistance**: Query endpoint for semantic search
123+
4. **Code Completion**: Code endpoint with RAG context
124+
125+
## Benefits
126+
127+
### For Users:
128+
- Isolated project data
129+
- No cross-project contamination
130+
- Better performance with per-project databases
131+
- RESTful API for custom tools
132+
133+
### For Developers:
134+
- Clear API contracts with Pydantic models
135+
- Comprehensive error handling
136+
- Production-ready code
137+
- Easy to integrate with IDEs
138+
139+
### For Operations:
140+
- Health check endpoint for monitoring
141+
- Structured logging
142+
- Retry logic for reliability
143+
- WAL mode for concurrency
144+
145+
## Backward Compatibility
146+
147+
The existing web UI and analysis features remain fully functional. The single `codebase.db` is still used for the web UI workflow. New API endpoints are additive and don't break existing functionality.
148+
149+
## Future Enhancements
150+
151+
Potential additions for future versions:
152+
- Authentication/authorization
153+
- Rate limiting
154+
- Metrics/telemetry
155+
- WebSocket support for real-time updates
156+
- Full-text search in addition to semantic search
157+
- Code snippet extraction in query results
158+
- Project settings UI
159+
- Bulk project operations
160+
161+
## Migration Guide
162+
163+
No migration needed for existing users. New features are opt-in via the API. To use per-project storage:
164+
165+
1. Use the API endpoints instead of the web UI analyze button
166+
2. Each project gets its own database automatically
167+
3. Old `codebase.db` remains for web UI usage
168+
169+
## Documentation
170+
171+
- `README.md` - Overview and quick start
172+
- `PYCHARM_INTEGRATION.md` - Complete API reference
173+
- `example_client.py` - Working examples
174+
- `.env.example` - Configuration reference
175+
176+
## Conclusion
177+
178+
PicoCode v0.2.0 is a significant upgrade that transforms PicoCode from a simple web tool into a production-ready RAG backend suitable for IDE integration and enterprise use.

‎README.md‎

Lines changed: 33 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -39,6 +39,39 @@ Prerequisites
3939
- If you use Astral `uv`, install/configure `uv` according to the official docs:
4040
https://docs.astral.sh/uv/
4141

42+
## Quick Start with API
43+
44+
PicoCode now provides a production-ready REST API for IDE integration:
45+
46+
```python
47+
import requests
48+
49+
# 1. Start the server
50+
# python main.py
51+
52+
# 2. Create/get a project
53+
response = requests.post("http://127.0.0.1:8000/api/projects",
54+
json={"path": "/path/to/your/project", "name": "My Project"})
55+
project = response.json()
56+
project_id = project["id"]
57+
58+
# 3. Index the project
59+
requests.post("http://127.0.0.1:8000/api/projects/index",
60+
json={"project_id": project_id})
61+
62+
# 4. Query your codebase
63+
response = requests.post("http://127.0.0.1:8000/api/query",
64+
json={"project_id": project_id, "query": "authentication flow"})
65+
results = response.json()
66+
67+
# 5. Get code suggestions
68+
response = requests.post("http://127.0.0.1:8000/api/code",
69+
json={"project_id": project_id, "prompt": "Explain the auth system"})
70+
suggestion = response.json()
71+
```
72+
73+
See [PYCHARM_INTEGRATION.md](PYCHARM_INTEGRATION.md) for complete API documentation.
74+
4275
## Installation and run commands
4376

4477
First step: Example .env (copy `.env.example` -> `.env` and edit)

0 commit comments

Comments
 (0)