LLM Grounding Platform
Ground your LLM in real-time knowledge
Neuledge connects large language models to live, authoritative sources — documentation, knowledge bases, internal wikis, APIs, and more — so they produce accurate answers instead of hallucinations.
The Neuledge Platform
A grounding layer that sits between your LLM and the knowledge it needs. Instead of relying on static training data, Neuledge retrieves the right context at query time — from any source, for any domain.
Live Knowledge Retrieval
Fetch up-to-date information from documentation, knowledge bases, databases, and APIs at the moment your LLM needs it.
Source-Aware Context
Every piece of context comes with its source and version, so your LLM's answers are traceable and verifiable.
Any Domain, Any Source
Not limited to code. Ground your LLM in product docs, legal references, medical literature, support articles, or any structured knowledge.
Why LLM Grounding Matters
Large language models are trained on a snapshot of the world. The moment training ends, their knowledge starts decaying. For any domain where accuracy matters, this gap is critical.
The Hallucination Problem
LLMs confidently produce answers based on outdated or non-existent information. Without grounding, users can't trust the output.
Stale Training Data
Policies change, products update, regulations shift. A model trained months ago doesn't know what changed yesterday. Grounding bridges the gap.
Context Windows Are Finite
Dumping entire knowledge bases into a prompt wastes tokens. Smart retrieval fetches only the relevant sections, making efficient use of every token.
Grounding = Connecting LLMs to Ground Truth
"Grounding" means anchoring a model's output to verifiable, up-to-date information — documentation, databases, APIs, or any authoritative source. It's the difference between an LLM that sounds right and one that is right.
Use Cases
Grounding isn't just for code. Anywhere an LLM needs to be accurate and current, Neuledge delivers the right context.
Developer Tools
Feed version-specific library docs into coding assistants so they generate code that actually works with your stack.
Customer Support
Ground support bots in your latest product docs, FAQs, and knowledge base articles for accurate, helpful responses.
Enterprise Knowledge
Connect LLMs to internal wikis, policies, and process docs so employees get reliable answers from company knowledge.
Research & Compliance
Ground models in regulatory databases, legal references, or academic literature for domain-specific accuracy.
Ready to Ground Your LLM?
Stop relying on stale training data. Give your LLM access to the knowledge it needs, when it needs it.
Get Started