Projects with this topic
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A unified Python interface to select and use multiple Large Language Model (LLM) providers through a common API.
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💬 Epic prompts to turbo-charge your LLM chatbots.Updated -
🛒 AI chat & product/category summaries in Amazon shopping, powered by the latest LLMsUpdated -
🤖 AI chat & search summaries in Google Search, powered by the latest LLMsUpdated -
KiM Explorer is a two-stage RAG application for transport policy research publications from the KiM Netherlands Institute for Transport Policy Analysis. Users perform semantic search to identify relevant documents, manually select publications, then interact with an LLM using full document context rather than chunks. Built with Python/NiceGUI/OpenAI API, featuring citation generation, conversation history, filtering, and web/CLI interfaces. https://explorer.kim.rijkscloud.nl/
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Robot Framework test harness for LLM evaluation — deterministic grading, containerized execution, multi-model comparison, safety testing, test history, and CI/CD-native.
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bumble ideas projects / CPS-Enterprise-Dynamics-Commerce-System-DCS
CI/CD Catalog (unpublished)CP'S Enterprise DCS is a distributed commerce platform built on event sourcing, CRDTs, and an agentic architecture. It is designed for offline-first retail operations with sovereign data ownership, meaning your business data stays under your control at all times.
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a self-hosted, locally-routed LLM stack with a default-deny security posture. your models. your machine. your terms.
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Flexible GraphRAG: Python, LlamaIndex (LangChain also coming) Docker Compose: 8 Property Graph dbs, 3 RDF graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, RDF ontologies, schemas, LLMs, document processing, Docling, LlamaParse, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular TypeScript frontends, FastAPI backend, REST API, MCP Server
Python search AI KG Knowledge Graph GraphRAG hybrid-search LLMs genai llamaindex langchain Document pro... Docling LlamaParse mcp MCP-server RDF ontologies Graph Databases neo4j ArcadeDB falkordb LadyBug Ontotext Gra... fuseki Oxigraph vector-database opensearch Elasticsearch React vue Angular TypeScript RAG alfresco Amazon S3 Azure Blob Google GCS SharePoint box auto-syncUpdated -
A minimal Python3 program to collect and store JSON responses concurrently from LLM models using zai-sdk.
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Deterministic Reasoning Framework (DRF)
A framework for Trustworthy AI in Critical Decision Making
The Deterministic Reasoning Framework (DRF) is a command-line experimental tool designed to demonstrate a fundamental thesis in AI safety and reliability: critical decision-making tasks involving classification or ranking should not rely on pure LLM reasoning due to its stochastic and non-reproducible nature.
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A web AI interface using a selected number of models and trained to teach the German language.
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🔎 Type @brave in browser address bar to get results from Brave AIUpdated -
🔎 Type @you in browser address bar to get results from You.com AIUpdated -
NexusMind is a project centered around two Docker containers, llm_proxy and llm_redis. These containers are designed to act as your personal proxy to your favorite LLM, logging all inbound and outbound tokens to Redis for future use.
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Convert OpenAPI and Postman to Wrekenfile and break down to mini-wrekenfiles for LLM context
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To address limitations in existing CI/CD systems, we developed CI Agent, an LLM-powered automation system that transforms pipelines into self-healing systems.
“Every time a CI pipeline fails, a developer stops coding and starts debugging—we wanted to eliminate that interruption.”
CI Agent integrates with platforms like GitLab and automatically detects failures, analyzes logs using a hybrid AI approach, identifies root causes, selects appropriate fixes, executes safe remediation actions, and notifies results via Slack.
This converts CI/CD from a passive monitoring system into an intelligent assistant, reducing manual debugging effort and improving development efficiency.
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🤖 nGPT: A Swiss army knife for LLMs: powerful CLI and interactive chatbot in one package. Seamlessly work with OpenAI, Ollama, Groq, Claude, Gemini, or any OpenAI-compatible API to generate code, craft git commits, rewrite text, and execute shell commands. Fast, lightweight, and designed for both casual users and developers.Updated -