Analytics Copilot Phase 1 — Interactive Guardrailed Assistant

This version upgrades the app into an interactive analytics assistant with:

Gatekeeper 2.0: scope + ambiguity + refusal boundaries
Multi-intent Task Planner: decomposes a single message into atomic tasks
Capability Registry: explicit supported intents
Clarifier: asks only the minimal missing questions
Executors: per-intent response generation (SQL, pandas, product analytics, strategy)
Composer: merges results and transparently reports unsupported parts

Supported intents

pip install -r requirements.txt
streamlit run app.py

Name		Name	Last commit message	Last commit date
Latest commit History 48 Commits
Sample data files		Sample data files
core		core
data		data
llm		llm
prompts		prompts
validators		validators
.env.example		.env.example
.gitignore		.gitignore
Readme.md		Readme.md
app.py		app.py
clarifier.py		clarifier.py
confidence.py		confidence.py
config.py		config.py
data_utils.py		data_utils.py
gatekeeper.py		gatekeeper.py
memory.py		memory.py
models.py		models.py
requirements.txt		requirements.txt
router.py		router.py