tianyix@saharalabs.ai
saharalabs.ai · Joined 2025-09-25 · Last active 2026-02-09
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Recent Conversations (20 messages)
Did you do semantic search?
Feb 9, 07:32 AM
Based on the available data, I did not perform semantic search for your query. The only information provided in my context is Surf's general FAQ documentation and a language detection result showing your query is in English. **What semantic search would have involved:** - Analyzing the meaning and intent behind your question rather than just keyword matching - Searching across multiple data sources (on-chain, social media, news, technical indicators) - Synthesizing information from different di
What algorithms power Surf semantic search
Feb 9, 07:33 AM
# Surf Semantic Search: Algorithm Analysis ## Executive Summary Surf's semantic search capabilities are powered by a proprietary **multi-agent "Deep Search Agent" system** that scans 200+ crypto-specific websites and proprietary databases, integrated through crypto-native large language models specifically trained for digital asset markets. While the system has demonstrated superior performance (4x better than competitors on the CAIA benchmark), the specific algorithms, embedding models, and v
How do you perform retrieval?
Feb 9, 08:25 AM
# Surf Retrieval Process: How Information is Retrieved ## Executive Summary Surf's retrieval process is powered by a **proprietary "Deep Search Agent" system** that dynamically scans over **200+ crypto-specific websites** alongside Surf's internal proprietary database for each query. This multi-dimensional retrieval fuses real-time web data, on-chain signals, social sentiment, and structured project intelligence (via Cryptopedia) into relevant contexts. Unlike traditional keyword-based search,
btc market summary
Jan 27, 08:37 AM
# BTC Market Summary ## Current Market Status **Bitcoin is trading at $88,191 with a market cap of $1.76 trillion**, showing positive momentum with a 16.2% 24-hour gain as of January 27, 2026. The cryptocurrency maintains its dominant position with substantial trading volume of $39.6 billion over the past day. [CoinGecko](https://www.coingecko.com/en/coins/bitcoin) ### Key Metrics Overview | Metric | Value | Context | |--------|-------|---------| | **Price** | $88,191 | +16.2% (24h) | | **Ma
how's the BTC trend recently
Jan 27, 08:38 AM
# Bitcoin Trend Analysis: Healthy Consolidation Amid Bullish Divergence ## Executive Summary Bitcoin is currently in a **healthy consolidation phase** around $88,300, showing remarkable stability with only a 0.0055% decline over the past week despite significant macro volatility. The asset demonstrates strong institutional conviction with 71% of professional investors viewing it as undervalued, while technical indicators suggest the current pullback from $98,000 represents a cooling period rat