News Feed
News Feed is Minara’s curated information system that aggregates, analyzes, and summarizes high-value finance-related news in real time. See the real time news feed here: https://minara.ai/app/discover/news
It transforms fragmented information from global media into structured, verifiable insights, enabling users to understand what happened, why it matters, and how it impacts the markets.
The system continuously monitors multiple trusted sources, removes redundant or repetitive reports, and organizes news into events with context, relevance, and traceable updates.
Core Capabilities
Multi-Source Aggregation
Collects verified news from hundreds of global crypto, finance, and macroeconomic outlets.
AI Summarization
Converts multi-source reports into concise, factual summaries (≈5 min read) with structured sections (“What Happened”, “Why It Matters”, “Market Impact”, etc.).
Event Grouping
Detects and merges duplicate reports that describe the same incident, and links sequential developments into a continuous event timeline.
Impact on Assets
Identifies which assets, tokens, sectors, or projects are directly affected, and classifies them as bullish or bearish, with an explanation section titled Impact on Assets added to the article.
Scoring & Prioritization
Each event receives an internal relevance score based on its importance, scope, expected duration of influence and significance to broader macroeconomic trends.
“Key Concept” Module
When an article focuses on a specific project or concept, a Key Concept section is added to briefly introduce it (e.g., “About Bybit”, “About Lightning Network”).
Follow-Up Interaction
Users can ask follow-up questions about the news. Pre-generated follow-up questions are also provided for users to easily explore event context, market effects, or implications.
Source Transparency
Each summary cites aggregated sources, ensuring verifiability and transparency.
How It Works
Source Aggregation
Discover News continuously collects information from verified crypto and financial outlets across multiple formats, including RSS feeds, APIs, and platform announcements.
Incoming articles are automatically normalized, timestamped, and scored to ensure only credible and relevant stories enter the analysis pipeline.
Minara gathers content from more than 20 primary media sources, such as Cointelegraph, Coindesk, Decrypt, BWEnews, and selected announcements from exchanges and projects.
Event Generation
When a new article is ingested, Minara determines whether it should:
Merge with an existing event (if multiple sources report the same incident), or
Create a new independent event that may be linked to existing events as related (if the story represents a follow-up, consequence, or reaction to an existing event).
Each event is anchored to the timestamp of its earliest reported article, ensuring chronological consistency.
Asset & Sector Mapping
Minara performs entity extraction and context tagging to map which cryptos, stocks, projects, or sectors are directly or indirectly affected by each event.
Each identified entity receives a sentiment label:
🟢 Bullish: positive catalyst or favorable implication.
🔴 Bearish: negative catalyst or adverse development.
This classification enables users to instantly see how macro events or project-specific incidents propagate across the broader market.
Scoring & Prioritization
Every event is assigned a composite score reflecting its relevance and impact:
Importance: magnitude or market sensitivity of the event.
Scope: the breadth of affected entities or sectors.
Long-term Impact: estimated duration of influence.
Significance in Macroeconomics: the extent to which the event affects key macroeconomic indicators or policy expectations.
For Discover News Feed, low-scoring events are filtered out to reduce noise and improve overall content quality.
Summarization
Once event grouping and score filtering are complete, Minara summarizes the combined sources into a structured report with distinct sections:
Summary: a concise overview of the incident.
Sources: list of all verified sources included.
What Happened: factual reconstruction of the event.
Why It Matters: context and implications for the market.
Market Impact: short-term and structural effects on assets.
Key Concepts: concise explanation of key terms or entities mentioned.
All text follows a neutral, journalistic tone — avoiding speculation or promotional phrasing.
Updates & Revisions
Event content dynamically evolves as new reports emerge:
Breaking Period (0–24h): frequent refreshes as more outlets cover the story.
Stable Period (24h–3d): new relevant developments are linked as related instead of merged.
Archived Period (>3d): event frozen for historical reference but remains visible.
Follow-Up Interaction
Every event supports user interaction through the Follow-Up feature:
Minara auto-suggests questions relevant to the story (e.g., “How does this affect BTC?”, “Is this connected to regulation?”, “What could happen next?”).
Users may also input custom questions to explore deeper context under each event.
In the follow-up chat, users can click the title to view the original news directly without leaving the chat.
Future Development
The News Feed will continue to evolve toward a more intelligent, personalized experience.
Upcoming improvements include:
Personalization: delivering user-tailored insights based on profile data, composite scores, and topic relevance;
Topic Filtering: allowing users to browse and track news by topics such as DeFi, RWA, Stablecoins, Infrastructure, and more;
Additional features such as search and flexible feed views will also be introduced soon. Stay tuned!
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