Posts tagged Local Agents
Building Reliable Local Agents with LangGraph, LLaMA3, and Elasticsearch
- 25 December 2024
This post details the construction of a robust local agent, leveraging the capabilities of LangGraph, LLaMA3, and Elasticsearch. We address the challenge of creating reliable local agents, which often suffer from inconsistencies and inaccuracies due to their reliance on limited context. This blog post is a companion piece to the original article published by Elastic Search Labs, which can be found here: https://www.elastic.co/search-labs/blog/local-rag-agent-elasticsearch-langgraph-llama3. Our solution employs LangGraph to orchestrate the agent’s workflow, LLaMA3 for its reasoning and generation capabilities, and Elasticsearch for efficient and accurate information retrieval. This combination allows for a more dependable agent, capable of handling complex tasks with improved performance.