19 May 2026

Tools for Legal AI

Extract Citations:

  • LexNLP
  • Spacy (legal-spacy)
  • Blackstone
  • eyecite
  • citeURL
  • lenu
  • open semantic search

Deep Risk Analysis:

  • Legal-Bert
  • SaulLM
  • Legal-Gemma
Inference/LLM Hosting:
  • vLLM
  • Ollama
Vector DB:
  • Chroma
  • Qdrant
  • Faiss

Building Research App and E-Discovery:

  • LlamaIndex
  • LangChain
  • ContraxSuite
  • OpenContracts
  • sift-kg
Benchmarking and QA:
  • LegalBench
  • datasets
  • LexGlue
  • cite-bench
Ingestion:
  • Marker
  • Unstructured
  • DocTR
  • LayoutLM
  • semchunk
  • pdfplumber
  • phython-docx
  • pypandoc
  • open-gov-crawlers
  • Mistral OCR API
  • Juriscraper
  • open-source-legislation
  • scotus
  • google-patents-scraper

PII:

  • Presidio

Network Analysis and KG:

  • NetworkX
  • Open Legal Data Tools
  • rdflib

Contract Logic:

  • PyReason
  • Pythen
Open Legal Graph:
  • Liquid Legal Institute
  • Lex Graph
  • Sali Alliance
  • LKIF
  • LKIF-Core
  • WhyHowAI
  • folio-python
  • folio mcp server
  • nyOn
  • ontologybasedkgcreation
Multi-Jurisdictional Sync and Graph Patching:
  • kgcl
  • pyld

Four Types of Memory for AI Agents

Four Types of Memory for AI Agents

Attention, World Models

Attention, World Models

Unmetered Intelligence

Unmetered Intelligence

AI Systems Performance Engineering

AI Systems Performance Engineering

90% of Data is Private

90% of Data is Private