Best GLiNER Alternatives in 2025
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Gestell's ETL pipeline turns unstructured data into AI-ready knowledge graphs for accurate, scalable LLM reasoning and Gen AI applications.
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Automate high-precision structured data extraction from any document with NuExtract AI. Get reliable, low-hallucination results for critical workflows.
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LangExtract: Python library for verifiable LLM data extraction. Turn unstructured text into precise, source-grounded, structured data you can trust.
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Graphlit is an API-first platform for developers building AI-powered applications with unstructured data, which leverage domain knowledge in any vertical market such as legal, sales, entertainment, healthcare or engineering.
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GLM-4.5V: Empower your AI with advanced vision. Generate web code from screenshots, automate GUIs, & analyze documents & video with deep reasoning.
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LightRAG is an advanced RAG system. With a graph structure for text indexing and retrieval, it outperforms existing methods in accuracy and efficiency. Offers complete answers for complex info needs.
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Supercharge your generative AI projects with FriendliAI's PeriFlow. Fastest LLM serving engine, flexible deployment options, trusted by industry leaders.
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BAGEL: Open-source multimodal AI from ByteDance-Seed. Understands, generates, edits images & text. Powerful, flexible, comparable to GPT-4o. Build advanced AI apps.
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Arria NLG is a comprehensive technology suite that offers natural language generation (NLG) solution
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Enhance your RAG! Cognee's open-source semantic memory builds knowledge graphs, improving LLM accuracy and reducing hallucinations.
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To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
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Revolutionize your data search, citation, and analysis with Gloo. Get accurate and trustworthy information using semantic search and AI-powered API.
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Get reliable AI insights. Lettria's GraphRAG unlocks your data's potential, providing traceable, accurate answers you can trust.
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Stop AI hallucinations. Nuclia's Agentic RAG-as-a-Service builds trustworthy AI knowledge from all your unstructured data for verifiable Generative AI.
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Explore Glimmer: Revolutionize your PDF search with AI. Effortlessly navigate large documents, extract key data, and ensure top security. Ideal for research, finance, and legal professions. Experience fast, accurate searches with Glimmer. Try now!
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Narus is a platform designed to help teams work smarter by offering access to multiple large language models, such as GPT-4o, Claude, and Gemini. Narus is tailored for businesses that aim to adopt AI securely, providing administrative controls, budget management, and AI usage oversight.
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MonsterGPT: Fine-tune & deploy custom AI models via chat. Simplify complex LLM & AI tasks. Access 60+ open-source models easily.
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ContextGem: LLM framework for accurate structured data extraction from documents. Automate workflows & focus on insights, not boilerplate.
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DeepKE: Unified toolkit for high-precision Knowledge Extraction. Conquer low-resource, multimodal, & document-level data to build robust Knowledge Graphs.
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Mini-Gemini supports a series of dense and MoE Large Language Models (LLMs) from 2B to 34B with image understanding, reasoning, and generation simultaneously. We build this repo based on LLaVA.
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Gemma 3n brings powerful multimodal AI to the edge. Run image, audio, video, & text AI on devices with limited memory.
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Labelf unlocks the full potential of your customer support and customer experience data. Create and run custom AI models for analytics and automation.
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Nexal AI is an all-in-one platform that combines multiple AI models, including ChatGPT, Claude, Gemini, Leonardo, Dall-E, Meta AI, Mistral, and more. It offers a unified interface for easy and flexible access to these powerful tools.
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nanochat: Master the LLM stack. Build & deploy full-stack LLMs on a single node with ~1000 lines of hackable code, affordably. For developers.
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ggml is a tensor library for machine learning to enable large models and high performance on commodity hardware.
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JsonGPT API guarantees perfectly structured, validated JSON from any LLM. Eliminate parsing errors, save costs, & build reliable AI apps.
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Thumbs up or down only scratch the surface. Nebuly automatically analyzes your LLM users' conversations, unveiling a complete understanding of their intent and satisfaction.
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Gemma 2 offers best-in-class performance, runs at incredible speed across different hardware and easily integrates with other AI tools, with significant safety advancements built in.
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Jan-v1: Your local AI agent for automated research. Build private, powerful apps that generate professional reports & integrate web search, all on your machine.