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32 lines
1.7 KiB
Markdown
32 lines
1.7 KiB
Markdown
# AI Stack Decisions — Dealix v3
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## Current immediate stack
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- **FastAPI** — primary API surface.
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- **Supabase / Postgres / pgvector** — project + strategic memory (see migration + setup doc).
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- **Deterministic internal agent runtime** — `SafeAgentRuntime` patterns in v3 routers; no silent outbound execution.
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- **Deterministic Personal Operator** — Arabic briefs, opportunities, drafts with `approval_required`.
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- **Sentry / OpenTelemetry** — optional instrumentation in `api/main.py` when `dealix.observability` is present.
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- **Project Intelligence (local)** — `scan_project`, `chunk_text`, `naive_search`, CLI `scripts/index_project_memory.py`.
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## Next stack (when credentials and policy are ready)
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- **Langfuse** — tracing, evals, prompt versioning (dependency already in project).
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- **OpenAI Agents SDK** — structured traces, tool calls, guardrails.
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- **LangGraph** — durable workflows with human-in-the-loop approvals.
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- **LlamaIndex** — RAG over `project_chunks` + `strategic_memory`.
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- **WhatsApp Cloud API** — interactive reply buttons (max 3 per message).
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- **Gmail drafts API** — outbound only after approval.
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- **Google Calendar** — schedule drafts first; create events only after explicit approval.
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## Later stack (cost / scale driven)
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- **vLLM / Ollama** — when inference cost or latency justifies self-hosting.
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- **n8n / MCP** — after internal policy and audit trails are stable.
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- **Dify** — prototyping only; not the core production execution path.
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## Why this shape
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- **Dealix owns** memory schema, PDPL posture, approval contracts, and audit semantics.
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- External frameworks are **replaceable execution engines** around the same memory and policy core.
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