Context Gems @context_gem
Free, open-source LLM framework that makes it radically easier to extract structured data and insights from documents, with minimal code Developed by @Dorianva contextgem.org San Francisco Joined August 2021-
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Why repeat the same work when you can capture it once and scale it across every workflow? Reuse saves time, cuts costs, and keeps your process efficient, freeing up energy to focus on the work that really matters. From documents to pipelines, a single extraction can power…
Stop repeating costly LLM calls, with ContextGem you can fully serialize documents, pipelines, and configs, giving you a smarter way to work with large language models at scale. Instead of paying the price for every repeated request, serialization lets you capture, reuse, and…
Turn your laptop into a powerful RAG system! LEANN can index and search through millions of documents while using 97% less storage than traditional solutions without accuracy loss. 100% Open Source
Upload a .docx and instantly get structured context. Skip the formatting and pre-processing loops, your data comes out clean, organized, and ready to use in workflows or analysis.
DocxConverter is now built-in, and it changes the way you handle documents. For anyone working with DOCX files, manual formatting and copy-pasting has always been a time sink. With DocxConverter, all of that becomes seamless, you can now extract everything, headings, tables,…
Document labeling just got smarter. With LabelConcept, you can tag files by contract type, risk level, priority, and more, all while supporting flexible multi-label setups. This means your documents aren’t just stored, they’re structured. Legal teams can flag high-risk clauses.…
A plain .md on GitHub holds the papers and blogs behind AI Engineering. The kind of roadmap people charge $999 for. And it’s free.
Define complex extraction flows without the complexity. With just a few lines of code, Context Gem lets you capture exactly the details you need, fast, precise, and built for scale.
The Concepts API makes it simple to transform unstructured documents into structured, usable data. Instead of digging through files or writing fragile regex scripts, you can automatically extract key elements like dates, numbers, JSON objects, booleans, and more. This turns…
ContextGem now supports Aspect Extraction. Grab meaningful sections, clauses, chapters, or key segments, in one go. No more manual skimming or piecing things together. The right context comes clean, fast, and ready to use.
Data is only as useful as the context around it. That’s where Context Gems comes in, turning unstructured text into structured insights you can actually use. Manual extraction gets replaced with speed. Hours of cleanup turn into clean, ready-to-use data at your fingertips.…
All pipelines start with raw text, it’s the most fundamental layer of interaction between humans and machines. But raw text alone isn’t enough. Without structure, it’s messy, inconsistent, and hard for models to reliably reason over. Building smarter pipelines means transforming…
🚨BIG Update: Google Gemini just dropped features ChatGPT can’t match. From free Pro plans to Deep Think reasoning, this is wild. Here’s everything included 👇
Smarter agents don’t just happen, they start with clean, structured inputs. When the foundation is solid, reasoning sharpens, responses improve, and workflows scale without breaking. It’s not just about building agents, it’s about giving them the right environment to operate…
Avoid hallucinations and start with structure, every AI system is only as reliable as the data it’s built on. When inputs are messy, scattered, or unstructured, you end up with confusion, inefficiency, and sometimes outright errors. But when the foundation is structured, clean,…
Every powerful AI assistant is built on structured data. That’s the foundation, clean, organized, and reliable inputs that allow models to reason, respond, and act with precision. Get the data layer right, and everything else, automation, insights, workflows, scales seamlessly.
Extracting information from complex documents shouldn’t feel like hunting for a needle in a haystack. Context Gems lets you break down massive files into structured insights with clarity and speed. Instead of wasting hours manually parsing contracts, reports, or research papers,…
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