agent: look at current info, its aUEC, feat: pull up notifcations.

README.md

@@ -4,13 +4,14 @@ Local Ollama-powered chat for UEX marketplace workflows.
 
 ## What It Does
 
-- Searches active UEX marketplace listings through `GET /marketplace_listings/`.
+- Searches active/current UEX marketplace listings through `GET /marketplace_listings/`.
 - Reads authenticated marketplace negotiations and negotiation messages when `UEX_SECRET_KEY` or `UEX_BEARER_TOKEN` is set.
 - Drafts negotiation messages and marketplace listings as pending actions.
 - Requires browser approval before sending authenticated write requests to UEX.
 - Maintains local SQLite memory with searchable recall for user facts, preferences, and prior chat context.
 - Can create one-time or recurring wake jobs that prompt the assistant later and surface the result in the UI.
 - Loads the configured UEX user profile from `GET /user` so the assistant knows the current account username, display name, timezone, language, and marketplace-relevant profile details.
+- Polls authenticated `GET /user_notifications` for unread UEX notifications and surfaces new pending alerts in the chat notification queue.
 
 ## Setup
 
@@ -33,11 +34,11 @@ Local Ollama-powered chat for UEX marketplace workflows.
 
 ## Notes
 
-Ollama runs locally at `http://localhost:11434` by default. This app talks to Ollama's native chat API with tool schemas, then executes approved UEX calls in the FastAPI backend.
+Ollama runs locally at `http://localhost:11434` by default. This app talks to Ollama's native chat API with tool schemas, then executes approved UEX calls in the FastAPI backend. `OLLAMA_NUM_CTX` controls the per-request Ollama context window; `64000` is the default because Ollama recommends at least 64k tokens for agent-style workflows when hardware allows it.
 
 UEX marketplace posting and negotiation messages are guarded because they are account-affecting write actions. The model can draft them, but the UI approval button performs the final API call.
 
-The assistant gets runtime context on every chat: current date/time, authenticated UEX identity when credentials are configured, remembered user profile, last interaction time, relevant memories, and recent conversation excerpts. Memory is stored locally at `TRADERAI_MEMORY_PATH`.
+The assistant gets runtime context on every chat: current date/time, authenticated UEX identity when credentials are configured, remembered user profile, last interaction time, relevant memories, and recent conversation excerpts. It is instructed to prefer open/current marketplace data, avoid historical sale information unless explicitly requested, and treat UEX prices as in-game aUEC/UEC credits rather than real-world dollars. Memory is stored locally at `TRADERAI_MEMORY_PATH`.
 
 Wake jobs can be created from chat, for example:
 
@@ -53,6 +54,8 @@ Every day at 9 AM, wake up and check whether I have marketplace followups.
 
 The scheduler accepts one-time ISO datetimes and five-field cron expressions through the `schedule_wake_job` tool. When a wake job fires, the assistant receives context like the current time and last interaction time, then places its response into the UI notification queue.
 
+UEX notifications are checked every `UEX_NOTIFICATION_POLL_SECONDS` seconds by default. New unread notifications are deduplicated locally, then displayed in the chat through the same notification queue used by wake jobs.
+
 ## Sources Used
 
 - UEX SwaggerHub OpenAPI v2.1: https://app.swaggerhub.com/apis-docs/dolejska-daniel/UEX-API/v2.1
@@ -60,6 +63,7 @@ The scheduler accepts one-time ISO datetimes and five-field cron expressions thr
 - UEX negotiation message docs: https://uexcorp.space/api/documentation/id/post_marketplace_negotiations_messages/?is_kiosk=1
 - Ollama tool calling docs: https://docs.ollama.com/capabilities/tool-calling
 - Ollama API streaming/tool-call reference: https://github.com/ollama/ollama/blob/main/docs/api.md
+- Ollama context length docs: https://docs.ollama.com/context-length
 - SQLite FTS5 docs: https://www.sqlite.org/fts5.html
 - APScheduler AsyncIO scheduler docs: https://apscheduler.readthedocs.io/en/stable/modules/schedulers/asyncio.html
 - Letta/MemGPT memory hierarchy background: https://docs.letta.com/concepts/letta