Latest Open Source Projects

multi-agent-orchestrator

3,900
@awslabs

multi-agent-orchestrator

TLDR: The multi-agent-orchestrator is an open-source framework for orchestrating multiple AI agents to handle complex conversations. It features intelligent intent classification, dual language support, flexible agent responses, context management, extensible architecture, and universal deployment. It comes with pre-built agents and classifiers and offers a variety of examples and quick start guides.

agents ai-agents ai-agents-framework anthropic anthropic-claude aws aws-bedrock aws-cdk aws-lambda chatbot framework generative-ai machine-learning openai openaiapi orchestrator python serverless typescript Python
2024-07-23 Github

swarms

4,200
@kyegomez

swarms

TLDR: The swarms repository provides an enterprise-grade production-ready multi-agent orchestration framework. It offers a variety of agent architectures and tools for tasks such as financial analysis, healthcare diagnosis, and task routing. The framework is highly customizable and includes features like sequential and parallel processing, long-term memory integration, and multi-modal capabilities.

agents ai artificial-intelligence attention-mechanism chatgpt gpt4 gpt4all huggingface langchain langchain-python machine-learning multi-modal-imaging multi-modality multimodal prompt-engineering prompt-toolkit prompting swarms transformer-models tree-of-thoughts Python
2023-05-11 Github

llama_index

38,300
@run-llama

llama_index

TLDR: LlamaIndex is a data framework for LLM applications. It provides data connectors, ways to structure data, an advanced retrieval/query interface, and easy integrations. It has starter and customized options in Python and comes with important links and an ecosystem including LlamaHub and LlamaLab. Contributions are welcome and full documentation is available.

agents application data fine-tuning framework llamaindex llm multi-agents rag vector-database Python
2022-11-02 Github