Tag: LLamaIndex
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LLama Agents by LLamaIndex
Let’s take the common pattern of agents interacting with tools, and turning them into microservices. In llama-agents we allow you to setup both an agent service, which takes in a user input and performs reasoning about the next task to solve, and also a tool service, which can execute any variety of tools and exposes…
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Building a Basic AI Agent
In LlamaIndex, an agent is a semi-autonomous piece of software powered by an LLM that is given a task and executes a series of steps towards solving that task. It is given a set of tools, which can be anything from arbitrary functions up to full LlamaIndex query engines, and it selects the best available…
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LlamaIndex on Vertex AI
LlamaIndex Team excited to partner with the Vertex AI team (@googlecloud) to feature a brand-new RAG API on Vertex, powered by @llama_index advanced modules that enable e2e indexing, embedding, retrieval, and generation. It is simultaneously easy to setup and use, while providing developers programmatic flexibility to connect a range of data sources (local, GCS, GDrive)…