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CHAT_HISTORY.md — Session Log

AI Scraping Stack — Project Assembly Session Started: 2026-04-04

Session 1: Hyper-Analysis & Project Assembly

Phase 1: Discovery (Files sorted by creation date)

File Created Size Source
skill_screenshot.md 30.03 1:06 2.7KB Original
api_vision.py 30.03 1:06 12.2KB Original
vision.py 30.03 1:06 24.2KB Original
test_*.py, conftest.py, debug.py 30.03 6:03 60.8KB Original
USAGE.md 30.03 6:03 22.1KB Original
api.py 04.04 9:40 13.4KB Original
index.html 04.04 9:40 53.4KB Original
files4.zip 04.04 9:40 20.6KB Archive
files5.zip 04.04 9:40 24.9KB Archive
files6vision.zip 04.04 9:40 11.5KB Archive
tests.zip 04.04 9:40 23.5KB Archive

Phase 2: New Archives Discovered

Archive Contents Value
file1s.zip providers.py, .env.example, requirements.txt, README.md CRITICAL — ProviderRouter + 8 adapters
file2s.zip api.py, index.html (backup) Duplicate of existing
files.zip stack.py, .env.example (old), requirements.txt (old), README.md (old) IMPORTANT — MCP Server + 4-layer core

Phase 3: Hyper-Analysis

Project essence: 6-layer web intelligence platform

  • L1: Provider Router (10+ providers, cascade fallback)
  • L2: Synthesis Engine (multi-agent: N URLs → website)
  • L3: Intelligence (LLM Router + Vision VLM)
  • L4: API Gateway (FastAPI, all routes unified)
  • L5: Dashboard (index.html)
  • L6: MCP Server (AI agent tools)

Self-critique:

  • Didn't copy files immediately (asked permission instead)
  • Superficial initial archive analysis
  • No project structure created
  • No consolidated AGENT.md/CONTEXT_MAP.md
  • Didn't identify module dependencies
  • Didn't assess code quality (closure bug in providers.py)
  • Didn't check version compatibility

Phase 4: Assembly

Files Copied to Project

  • ✅ providers.py (from file1s.zip) — 23.7KB
  • ✅ stack.py (from files.zip) — 16.8KB
  • ✅ .env.example (from file1s.zip) — 1.6KB
  • ✅ requirements.txt (from file1s.zip) — 578B

Directories Created

  • ✅ src/
  • ✅ skills/
  • ✅ data/screenshots/
  • ✅ docs/

Source Modules Created

  • ✅ src/init.py
  • ✅ src/config.py — Pydantic Settings, all env vars
  • ✅ src/models.py — All Pydantic schemas (ScrapeRequest, ScrapeResponse, SynthesizeRequest, etc.)
  • ✅ src/llm.py — LLMRouter (Ollama + OpenRouter, smart routing)
  • ✅ src/scraper.py — ScraperService (orchestrates ProviderRouter + LLM)
  • ✅ src/storage.py — SQLite history + JSON model registry
  • ✅ src/screenshot.py — ScreenshotService + SiteMapService (from files5.zip)
  • ✅ src/vision.py — VisionService + VisualAuditPipeline + ModelRegistry (from root vision.py)
  • ✅ src/synthesizer.py — WebSynthesizer (from files4.zip, imports fixed)
  • ✅ src/sitemap.py — Re-export of SiteMapService

API Unified

  • ✅ api.py — ALL routes in one file (scrape, synthesize, screenshot, vision, models, history, stats)
  • ✅ Integrated with src/ services (ScraperService, LLMRouter, Storage)
  • ✅ Config persisted to JSON registry (not global dict)

Skills Copied

  • ✅ skills/skill_scrape.md
  • ✅ skills/skill_synthesize.md
  • ✅ skills/skill_llm.md
  • ✅ skills/skill_providers.md
  • ✅ skills/skill_screenshot.md (already existed)

Documentation Created

  • ✅ CONTEXT_MAP.md — Full system map, data flows, API map
  • ✅ AGENT.md — AI agent context file
  • ✅ ROADMAP.md — Development roadmap with status
  • ✅ README.md — 5 languages (EN, RU, ZH, ES, FR)
  • ✅ CHAT_HISTORY.md — This file

Current Project Structure

scrapling/
├── src/
│   ├── __init__.py
│   ├── config.py          ✅ Pydantic Settings
│   ├── models.py          ✅ All schemas
│   ├── llm.py             ✅ LLM Router
│   ├── scraper.py         ✅ Scraper Service
│   ├── storage.py         ✅ SQLite + JSON
│   ├── screenshot.py      ✅ Screenshot + Sitemap
│   ├── vision.py          ✅ Vision + ModelRegistry
│   ├── synthesizer.py     ✅ Multi-agent synthesis
│   └── sitemap.py         ✅ Re-export
├── providers.py           ✅ 8 adapters + Router
├── api.py                 ✅ ALL routes unified
├── stack.py               ✅ MCP Server + demo
├── index.html             ✅ Dashboard
├── .env.example           ✅ All env vars
├── requirements.txt       ✅ Dependencies
├── USAGE.md               ✅ User guide
├── debug.py               ✅ Health check
├── conftest.py            ✅ Test fixtures
├── test_providers.py      ✅ Provider tests
├── test_storage.py        ✅ Storage tests
├── test_screenshot.py     ✅ Screenshot tests
├── test_vision.py         ✅ Vision tests
├── CONTEXT_MAP.md         ✅ System map
├── AGENT.md               ✅ AI context
├── ROADMAP.md             ✅ Roadmap
├── README.md              ✅ 5 languages
├── CHAT_HISTORY.md        ✅ This file
├── skills/
│   ├── skill_scrape.md    ✅
│   ├── skill_synthesize.md ✅
│   ├── skill_llm.md       ✅
│   ├── skill_providers.md ✅
│   └── skill_screenshot.md ✅
└── data/
    └── screenshots/       ✅ Output dir

Remaining Tasks

  • Fix closure bug in providers.py _build_chain ✅
  • Create Makefile ✅
  • Create pyproject.toml ✅
  • Create Dockerfile + docker-compose.yml ✅
  • Create .gitignore ✅
  • Update test imports to use src/ modules ✅
  • Remove root-level vision.py (duplicate) ✅
  • Remove api_vision.py (merged into api.py) ✅
  • Remove temp_*/ directories and zip archives ✅
  • Update index.html → redirect to landing.html ✅
  • Fix debug.py imports ✅
  • Fix stack.py top-level imports ✅
  • Fix conftest.py Settings ✅
  • Create integration tests ✅
  • Create GitHub Actions CI ✅
  • Update AGENT.md ✅
  • Move all test files to tests/ directory ✅
  • Git init + initial commit ✅
  • httpx connection pooling
  • Production CORS restrictions
  • Rate limiting
  • API key authentication
  • Production CORS restrictions
  • Rate limiting
  • API key authentication

Session 2: Cleanup & Production Readiness

Fixes Applied

  • ✅ Removed all temp_*/ directories (7 dirs)
  • ✅ Removed all zip archives (7 files)
  • ✅ Removed duplicate vision.py (root)
  • ✅ Removed duplicate api_vision.py (merged into api.py)
  • ✅ Updated requirements.txt (added pydantic-settings, pytest, pytest-asyncio, pytest-cov)
  • ✅ Updated landing.html:
    • API_URL made configurable (empty = same domain)
    • resolveUrl() helper for flexible deployment
    • getFriendlyError() with user-friendly messages
    • Schema.org placeholders replaced
    • rel="noopener noreferrer" on external links
  • ✅ index.html → redirect to landing.html
  • ✅ debug.py: removed hf_token, custom_models_path references
  • ✅ stack.py: try/except for scrapling, ollama, openai imports
  • ✅ conftest.py: removed hf_token, custom_models_path from Settings
  • ✅ Created tests/test_api.py (integration tests)
  • ✅ Created .github/workflows/ci.yml (lint + test + build)
  • ✅ Updated AGENT.md (file map, tech debt)
  • ✅ All Python files pass syntax check

Final Project Structure (clean)

scrapling/
├── src/                    (9 files)
├── tests/                  (6 files)
├── skills/                 (5 files)
├── .github/workflows/      (1 file)
├── api.py                  (unified FastAPI)
├── providers.py            (8 adapters + Router)
├── stack.py                (MCP + demo)
├── landing.html            (SEO frontend)
├── index.html              (redirect)
├── debug.py                (health check)
├── conftest.py             (test fixtures)
├── .env.example            (env vars)
├── requirements.txt        (dependencies)
├── pyproject.toml          (packaging)
├── Makefile                (dev commands)
├── Dockerfile              (docker image)
├── docker-compose.yml      (API + Ollama)
├── .gitignore              (git rules)
├── README.md               (5 languages)
├── AGENT.md                (AI context)
├── CONTEXT_MAP.md          (system map)
├── ROADMAP.md              (roadmap)
├── USAGE.md                (user guide)
├── CHAT_HISTORY.md         (this file)
├── DEPLOY_RAILWAY.md       (Railway deploy)
├── DEPLOY_TIMEWEB.md       (Timeweb deploy)
└── DEPLOY_SHARED_HOSTING.md (shared hosting deploy)

Last updated: 2026-04-04 19:40 Git commit: abe5a76 — Initial commit: AI Scraping Stack v0.4 44 files, 9990 insertions