As more and more multi-tier services are developed from commercial off-the-shelf components or heterogeneous middleware without source code available, both developers and administrators need a request tracing tool to (1) exactly know how a user reque...
DSPy is an open-source Python framework for declaratively programming modular LLM pipelines and automatically optimizing prompts and model weights
Haystack is an open-source framework for building scalable semantic search and QA pipelines with document indexing, retrieval, and reader components
LlamaIndex is an open-source framework that streamlines connecting, ingesting, indexing, and retrieving structured or unstructured data to power efficient, data-aware language model applications.
Langflow is an open-source visual framework that enables developers to rapidly design, prototype, and deploy custom applications powered by large language models (LLMs)
Vertex AI is a fully managed platform by Google Cloud for building, deploying, and scaling machine learning models.
Hugging Face smolagents is a minimalist Python library for building powerful AI agents with simple abstractions, tool integrations, and flexible LLM support
LangChain is an open-source framework for building language model applications with prompt chaining, memory, and external integrations
OpenAI provides state-of-the-art LLMs for natural language understanding and generation.
Mistral AI develops open-weight large language models, focusing on efficiency, customization, and cost-effective AI solutions.
Amazon Bedrock is a managed service that provides access to top AI models for building scalable applications.
LiteLLM is an open-source platform that provides a unified interface to manage and access over 100 LLMs from various providers.
Guardrails is an open-source Python framework for adding programmable input/output validators to LLM applications, ensuring safe, structured, and compliant model interactions
Amazon Bedrock is a managed service that provides access to top AI models for building scalable applications.
CrewAI is an open-source Python framework for orchestrating role-playing, autonomous AI agents into collaborative "crews" and "flows," combining high-level simplicity with fine-grained control.
Instructor is a library that helps you define structured output formats for LLMs.
Vercel is a cloud platform that simplifies building, deploying, and scaling modern web applications with features like serverless functions, edge caching, and seamless Git integration
Anthropic is an AI research company that develops LLMs, including Claude, with a focus on alignment and reliable behavior.
Groq provides ultra-low latency inference for LLMs through its custom-built LPU™ architecture.
BeeAI is an open-source platform that enables developers to discover, run, and compose AI agents from any framework, facilitating the creation of interoperable multi-agent systems