{"repo":"affaan-m/Sol-Onchain-Analyst","free":true,"listed":false,"github":"https://github.com/affaan-m/Sol-Onchain-Analyst","clone":"git clone https://github.com/affaan-m/Sol-Onchain-Analyst.git","description":"Current working version of the Data Aggregator + Analyst agent in one solution via the CLI","language":"Rust","stars":19,"topics":["analytics","cryptocurrency","data-pipeline","solana","trading"],"license":null,"category":"blockchain-web3","readme_excerpt":"A decentralized AI trading agent platform on Solana, leveraging RIG for LLM interactions and MongoDB for vector storage. Token Filter Pipeline The token filter pipeline is a core component that analyzes and filters Solana tokens using the BirdEye API and LLM-based analysis. The pipeline consists of five stages: 1. BirdEye Filter Selection : Intelligent selection of filtering parameters using LLM 2. Token List Retrieval : Fetching and filtering tokens from BirdEye API 3. Market Analysis : Deep analysis of market metrics and trading patterns 4. Metadata Analysis : Evaluation of social signals and development metrics 5. Final Filtering & Storage : Storage of filtered tokens with comprehensive analysis Features - Fully automated token analysis and filtering - Integration with BirdEye API for real-time market data - MongoDB storage for token recommendations - LLM-powered market analysis and risk assessment - Comprehensive scoring system for token evaluation Technical Stack - Language : Rust - APIs : BirdEye API (Solana) - Database : MongoDB - LLM Integration : RIG with O1-MINI model - Data Storage : Vector storage for token analysis Getting Started 1. Clone the repository 2. Install dependencies: 3. Set up environment variables: 4. Run the token filter example: Pipeline Configuration The token filter pipeline can be configured through: - BirdEye API parameters in src/prompts/token filter initial.txt - MongoDB collection settings in src/services/token filter.rs - LLM model selectio","default_branch":null,"files":null,"tree":[],"storefront":"/r/affaan-m","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/affaan-m/Sol-Onchain-Analyst/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}