{"repo":"shadi-fsai/a1facts","free":true,"listed":false,"github":"https://github.com/shadi-fsai/a1facts","clone":"git clone https://github.com/shadi-fsai/a1facts.git","description":"a1facts - the precision layer for AI agents","language":"Python","stars":67,"topics":["ai","ai-agents","knowledge-base","knowledge-based-ai","knowledge-graph","genai","python"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"a1facts: The precision layer for AI a1facts is a powerful Python framework that acts as a verifiable knowledge layer for factual, precise AI. It allows you to define a clear structure (ontology) for your domain, ingest verifiyable information from various sources, and use natural language to get precise, reliable answers. By grounding your AI agents in a structured knowledge graph, a1facts helps eliminate hallucinations and ensures that your agent's responses are based on verified facts. This project supports a Neo4j backend to manage and query the graph data, providing a robust and scalable solution for your knowledge management needs. Key Features - Ontology-Driven : Define your knowledge domain with simple YAML files. a1facts uses this ontology to automatically create the tools and structures needed to interact with your data. - Verifiable Ingestion : Convert unstructured knowledge into structured entities and relationships within your knowledge graph, ensuring data quality and consistency. - Natural Language Queries : Ask questions in plain English. a1facts translates your queries into precise graph traversals to retrieve the information you need. - Reliable AI Agents : Build AI agents that can provide accurate and trustworthy answers by grounding them in the factual data of the knowledge graph. - Neo4j Backend : Supports Neo4j for efficient storage and complex querying of your knowledge base. Usage Scenario: Building AI Agents with Precise Answers In many applications, i","default_branch":null,"files":null,"tree":[],"storefront":"/r/shadi-fsai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/shadi-fsai/a1facts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}