ContextGem: Effortless LLM extraction from documents
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Updated
Mar 16, 2026 - Python
ContextGem: Effortless LLM extraction from documents
AI-powered contract review skill with CUAD risk detection, market benchmarks, and lawyer-ready redlines. Works with Claude Code, Codex, Cursor, and 26+ tools.
Ally – AI Contract Assistant is a Word plugin using Azure OpenAI for contract analysis, real-time Q&A, and auto-markup. It helps legal professionals save time and ensure accuracy in reviews.
AI-powered real-time smart contract scanner that connects Machine Learning with Etherscan V2 to analyze newly deployed contracts instantly. Fetches verified Solidity code, performs static risk analysis, computes ML-driven deployer trust scores, and generates full security intelligence pipelines for Web3 threat detection.
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A deep technical exploration of how malicious smart-contract developers weaponize fee logic in ERC-20 tokens. Covers dynamic tax flipping, hidden sell traps, fee obfuscation, whitelist-based bypasses, liquidity-drain funnels, attack timelines, forensic analysis, mathematical modeling, and ML-powered detection strategies for tax abuse.
Generate tracked-changes Word docs and redline PDFs from a contract review — the same deliverables lawyers actually send.
A research-grade tool that analyzes Solidity smart contracts for economic vulnerabilities such as unbounded minting, toxic fee mechanisms, liquidity traps, oracle manipulation, centralized control, and broken financial invariants. Focused on economic correctness, incentive risks, and DeFi system stability.
NLP-based Contract Analysis
Open-source tool for extracting and analyzing key information from legal contracts and documents with ease.
Find what gets buried in the data room. Open-source integrated M&A due diligence — legal, financial, commercial, and technical analysis across every contract, cross-referenced with exact citations.
LexReviewer is an AI legal document review engine that ingests PDFs, uses RAG for hybrid retrieval, and enables grounded chat with citations and bounding-box references, delivering verifiable answers directly from the source text.
GraphRAG for Legal AI: Context-aware contract analysis using Neo4j, OpenAI and the CUAD dataset.
Intelligent contract management system leveraging AI to analyze, process, and extract actionable insights from legal documents
A compilation of useful software, repos, and apps for lawyers and legal tech developers.
Vendor Risk & Contract Copilot that summarizes contracts, flags risky clauses with evidence, drafts negotiation emails, and enables clause search.
AI-powered contract analysis tool that extracts clauses, highlights risky terms, summarizes documents, and answers questions using NLP. Built with Streamlit + Python.
Benchmark Microsoft Foundry Content Understanding on CUAD legal contracts. Achieves 83.3% F1 score (29% better than GPT-4o baseline). Complete Python notebook with optimized schemas for contract clause extraction. Production-ready with confidence scores & cost analysis.
An intelligent contract analysis platform that identifies potential risks, highlights critical clauses, and provides actionable legal insights to help you negotiate and sign with confidence.
Automated AI-powered contract analysis. Identify legal and business risks before you sign.
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