From 40f84fc98eec8e9096ffea05bd0bf86984923257 Mon Sep 17 00:00:00 2001 From: qixinbo Date: Sat, 21 Mar 2026 20:37:13 +0800 Subject: [PATCH] rm .trae --- .../checklist.md | 15 ---- .../create-data-analysis-platform/spec.md | 89 ------------------- .../create-data-analysis-platform/tasks.md | 47 ---------- 3 files changed, 151 deletions(-) delete mode 100644 .trae/specs/create-data-analysis-platform/checklist.md delete mode 100644 .trae/specs/create-data-analysis-platform/spec.md delete mode 100644 .trae/specs/create-data-analysis-platform/tasks.md diff --git a/.trae/specs/create-data-analysis-platform/checklist.md b/.trae/specs/create-data-analysis-platform/checklist.md deleted file mode 100644 index 7bc7dd4..0000000 --- a/.trae/specs/create-data-analysis-platform/checklist.md +++ /dev/null @@ -1,15 +0,0 @@ -- [x] Directory structure is correct (`backend/`, `frontend/`, `nanobot/`). -- [x] FastAPI server running. -- [x] React frontend running. -- [x] LLM Configuration UI works. -- [x] Users can select configured LLM for agents. -- [x] Data Sources (PG, CH, MinIO, CSV) connect successfully. -- [x] NL2SQL generates correct SQL. -- [x] "View SQL" button works. -- [x] "Add to Dashboard" button works. -- [x] Dashboard displays pinned charts. -- [x] Dashboard panels are resizable and draggable (Grafana-like). -- [x] Internal Skills CRUD works. -- [x] Users can select specific skills for a chat session. -- [x] Selected skills are used by the agent. -- [x] Multi-agent workflow functions as expected. diff --git a/.trae/specs/create-data-analysis-platform/spec.md b/.trae/specs/create-data-analysis-platform/spec.md deleted file mode 100644 index 4147713..0000000 --- a/.trae/specs/create-data-analysis-platform/spec.md +++ /dev/null @@ -1,89 +0,0 @@ -# Data Analysis Platform Spec - -## Why -Currently, users need a unified platform to perform data analysis using natural language across multiple data sources (PostgreSQL, ClickHouse, MinIO, CSV). Existing solutions may lack the specific agentic capabilities, skill extensibility, or the desired user experience (WrenAI-like). Building this platform will democratize data access and analysis for non-technical users through LLM-powered SQL generation and agent-based workflows. - -## What Changes -- **Directory Structure**: - - `frontend/`: React application. - - `backend/`: FastAPI application. - - `nanobot/`: Existing nanobot source code (to be integrated/referenced by backend). -- **Backend Architecture**: - - Implement a FastAPI server in `backend/` to handle API requests. - - Integrate `nanobot` framework for agent management, session handling, and memory. - - Implement connectors for PostgreSQL, ClickHouse, MinIO, and CSV file handling. - - Implement NL2SQL logic using LLM. - - Implement internal Skills management system. - - Implement LLM Integration Module for custom model configuration. -- **Frontend Architecture**: - - Create a React application in `frontend/`. - - Implement a layout inspired by WrenAI (Sidebar for threads, Main chat area, Visualization pane). - - **New**: Implement a dynamic Dashboard view with resizable/draggable panels (Grafana-like). - - Implement a Skills management interface. - - Implement an LLM Configuration interface (Settings page). -- **Agent System**: - - Configure `nanobot` to support multiple agents. - - Allow users to explicitly select skills for an agent to use. - - Allow users to select which LLM model to use for the agent. - -## Impact -- **Affected specs**: N/A (New Project) -- **Affected code**: `backend/`, `frontend/`, and integration with `nanobot`. - -## ADDED Requirements - -### Requirement: LLM Integration Module -The system SHALL: -- Allow users to configure multiple LLM providers (e.g., OpenAI, Anthropic, Custom/Local via OpenAI-compatible API). -- Allow users to set API Keys, Base URLs, and Model Names. -- Persist these configurations. -- Allow users to select which model/provider to use for the agent/NL2SQL tasks. - -### Requirement: Data Source Connectivity -The system SHALL allow users to connect to: -- PostgreSQL databases. -- ClickHouse databases. -- MinIO object storage. -- Upload CSV files directly. - -### Requirement: Natural Language to SQL (NL2SQL) & Visualization -The system SHALL: -- Accept natural language queries from users. -- Use an LLM to convert these queries into executable SQL. -- Execute the SQL and return results. -- Visualize the results (charts/tables). -- Provide a "View SQL" button for each chart/result to show the underlying SQL. -- Provide an "Add to Dashboard" button for each chart to pin it to a global Dashboard view. - -### Requirement: Interactive Dashboard (Grafana-like) -The system SHALL: -- Provide a Dashboard view where pinned charts are displayed as panels. -- Allow users to resize and drag panels to customize the layout (Grid layout). -- Persist the dashboard layout. - -### Requirement: Internal Skills Management -The system SHALL: -- Allow users to define custom skills (name, description, instructions/code). -- Store these skills in the system. -- Allow users to view, edit, and delete skills. -- Allow users to select specific skills to be active for a conversation or agent. - -### Requirement: Multi-Agent Support -The system SHALL: -- Support multiple specialized agents (e.g., Data Analyst, SQL Generator). -- Use `nanobot` for orchestrating these agents. - -### Requirement: User Interface (WrenAI Style) -The system SHALL: -- Have a sidebar for managing chat threads/history. -- Have a main chat interface. -- Have a dedicated area for displaying data visualizations. -- Have a "Dashboard" page/view with resizable panels. -- Have a "Skills" page/view to manage custom skills. -- Have a "Settings" page/view to manage LLM configurations. - -## MODIFIED Requirements -N/A - -## REMOVED Requirements -N/A diff --git a/.trae/specs/create-data-analysis-platform/tasks.md b/.trae/specs/create-data-analysis-platform/tasks.md deleted file mode 100644 index 29a1125..0000000 --- a/.trae/specs/create-data-analysis-platform/tasks.md +++ /dev/null @@ -1,47 +0,0 @@ -# Tasks - -- [x] Task 1: Project Initialization & Structure - - [x] SubTask 1.1: Verify/Create `backend` and `frontend` directories. - - [x] SubTask 1.2: Ensure `nanobot` source code is correctly placed/linked. - - [x] SubTask 1.3: Set up FastAPI in `backend/` and React in `frontend/`. - -- [x] Task 2: Backend - Core & Data Sources - - [x] SubTask 2.1: Configure `nanobot` integration within FastAPI. - - [x] SubTask 2.2: Implement PostgreSQL connector. - - [x] SubTask 2.3: Implement ClickHouse connector. - - [x] SubTask 2.4: Implement MinIO connector. - - [x] SubTask 2.5: Implement CSV upload handling. - -- [x] Task 3: Backend - Agent, Skills & LLM - - [x] SubTask 3.1: Implement LLM Configuration API (CRUD for providers/models). - - [x] SubTask 3.2: Implement NL2SQL agent logic using `nanobot` (using configured LLM). - - [x] SubTask 3.3: Implement Internal Skills CRUD API. - - [x] SubTask 3.4: Implement Skill Selection logic. - -- [x] Task 4: Frontend - Core & UI Components - - [x] SubTask 4.1: Setup React project with Tailwind/Shadcn. - - [x] SubTask 4.2: Implement Sidebar (Threads/History). - - [x] SubTask 4.3: Implement Main Chat Interface. - - [x] SubTask 4.4: Implement Visualization Component (Charts/Tables). - - [x] SubTask 4.5: Implement "View SQL" button and modal/popover. - -- [x] Task 5: Frontend - Dashboard & Management - - [x] SubTask 5.1: Implement Dashboard Page with Grid Layout (using `react-grid-layout` or similar). - - [x] SubTask 5.2: Implement "Add to Dashboard" functionality (persist chart config to dashboard state). - - [x] SubTask 5.3: Implement Skills Management UI (List/Edit). - - [x] SubTask 5.4: Implement LLM Settings UI (Configure providers/keys). - - [x] SubTask 5.5: Implement Skill Selection selector in Chat interface. - -- [x] Task 6: Integration & Polish - - [x] SubTask 6.1: Connect Frontend to Backend. - - [x] SubTask 6.2: Test LLM Configuration (add provider -> use in chat). - - [x] SubTask 6.3: Test NL2SQL flow with SQL view and Dashboard pinning. - - [x] SubTask 6.4: Test Dashboard interactivity (resize/drag panels). - - [x] SubTask 6.5: Test Skill creation and usage. - - [x] SubTask 6.6: Verify multi-agent coordination. - -# Task Dependencies -- Task 3 depends on Task 1 and Task 2. -- Task 4 depends on Task 1. -- Task 5 depends on Task 3 and Task 4. -- Task 6 depends on all previous tasks.