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notadev-iamaura / OneRAG

Star 117

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenAI-compatible API. 2100+ tests.

python chatbot production-ready korean-nlp pinecone reranker rag weaviate fastapi vector-database hybrid-search qdrant llm chromadb retrieval-augmented-generation ollama graphrag rag-framework openai-compatible langchain-alternative
  • Updated Mar 29, 2026
  • Python

DmitrL-dev / AISecurity

Star 101

AI Security Platform: Defense (61 Rust engines + Micro-Model Swarm) + Offense (39K+ payloads)

python cybersecurity penetration-testing offensive-security ai-safety jailbreak-detection adversarial-attacks ai-security ai-red-team prompt-injection llm-security mcp-security ai-firewall langchain-alternative agentic-ai-security llm-attacks rlm-toolkit ai-security-academy owasp-asi-top10 llm-security-training
  • Updated Mar 31, 2026
  • Python

multimindlab / multimind-sdk

Sponsor
Star 90

Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tuning. Agent tools. Enterprise-ready. Hybrid RAG.Star 🌟 if you like it!

framework sdk ai deep-learning neural-network agents ai-agents sdk-python fine-tuning multimodal-deep-learning llm large-language-model multimodal-large-language-models fine-tuning-llm open-source-ai agentic-framework agentic-ai multimodel-architecture multimindsdk langchain-alternative
  • Updated Apr 6, 2026
  • Python

sbhooley / ainativelang

Star 66

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, validation and control, and lower dependence on long prompt loops. AINL is a compact, graph-canonical, AI-native programming system for (READ: README)

python compiler dsl mcp workflow-engine multi-agent openai domain-specific-language ai-agents prompt-engineering llm-orchestration model-context-protocol agent-orchestration claude-code langchain-alternative deterministic-execution openclaw ai-native-language graph-ir ainl
  • Updated Apr 8, 2026
  • Python

joungminsung / OpenDocuments

Sponsor
Star 61

Open source RAG tool for AI document search - connect GitHub, Notion, Google Drive and ask questions with cited answers. Self-hosted with Ollama/OpenAI/Claude.

open-source typescript ai mcp self-hosted embeddings openai knowledge-base enterprise-search ai-search document-search rag vector-search llm document-qa retrieval-augmented-generation ollama rag-pipeline langchain-alternative
  • Updated Apr 1, 2026
  • TypeScript

multimindlab / multimind-sdk-js

Sponsor
Star 8

JavaScript for MultiMindSDK – bring advanced context transfer and multi-LLM orchestration, Node.js apps, and web tools

javascript framework ai deep-learning npm-package deep-reinforcement-learning deep fine-tuning sdk-js multimodal-deep-learning large-language-models sdk-ts multimodal-large-language-models finetuning-llms llm-sdk open-source-ai agentic-ai rag-framework multimindsdk langchain-alternative
  • Updated Jul 3, 2025
  • TypeScript

SynapseKit / SynapseKit

Star 8

Async-native Python framework for building LLM applications — RAG pipelines, tool-using agents, and graph workflows. Streaming-first, transparent API, 2 hard deps. 27 providers · 43 tools · 26 loaders · 9 vector stores.

python nlp machine-learning streaming ai async openai agents rag pip-install vector-database llm generative-ai anthropic retrieval-augmented-generation llm-framework rag-pipeline langchain-alternative graph-workflow synapsekit
  • Updated Apr 8, 2026
  • Python

Dhruvpatel004 / RAG-ChatBot-Streamlit-Ollama-MongoDB-ChromaDB

Star 4

🤖 NoCapGenAI is a Retrieval-Augmented Generation (RAG) chatbot built with Streamlit, Ollama, MongoDB, and ChromaDB. It features a clean, modern UI and persistent vector memory for context-aware conversations. Easily integrates with Ollama-supported models like phi3:mini, llama3, mistral, and more. Designed to support customizable assistant modes

python open-source mongodb chatbot embedding-models rag streamlit vector-database ai-assistant llm chromadb local-llm ollama rag-application context-aware-ai memory-augmented-ai langchain-alternative chatbot-with-memory
  • Updated Jul 6, 2025
  • Python

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