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  • Azure

    Prerequisites Provider configuration Create or locate OpenAI instance Create or locate model deployment Set up route and plugin Test the configuration This guide walks you t...
  • CreateAnomalyDetectorTool

    CreateAnomalyDetectorTool Step 1: Register a flow agent that runs the CreateAnomalyDetectorTool Step 2: Run the agent Register parameters Execute parameters CreateAnomalyDet...
  • Llama2

    Upstream formats Raw format Ollama format OpenAI format Using the plugin with Llama2 Prerequisites Provider configuration Set up route and plugin Test the configuration T...
  • Use Cases

    Use Cases Semantic Search LLM Orchestration Language Model Workflows Use Cases The following sections introduce common txtai use cases. A comprehensive set of over 50 example...
  • Hugging Face

    HuggingFace LLM Connecting to Hugging Face HuggingFace LLM HuggingFace (opens in a new tab) is where the world puts open-source LLMs and other AI models online. All of the ...
  • Register agent

    Register an agent Path and HTTP methods Request fields Example request: Flow agent Example request: Conversational flow agent Example request: Conversational agent Example resp...
  • 结构化输出

    结构化输出 结构化输出 有时候我们希望输出的内容不是文本,而是像 json 那样结构化的数据。 from langchain . output_parsers import StructuredOutputParser , ResponseSchema from langchain . prompts import Pro...
  • Mistral AI

    Mistral AI LLM Connecting to Mistral AI Mistral AI LLM Mistral AI (opens in a new tab) is the creator of the popular, uncensored, open-source Mistral-7B model. They provid...
  • RAG

    RAG Example Configuration-driven example config.yml Run with Workflows Run with API Methods __init__(similarity, path, quantize=False, gpu=True, model=None, tokenizer=None, mi...
  • RAG tool

    RAG tool Before you start Step 1: Register a flow agent that will run the RAGTool Step 2: Run the agent Register parameters Execute parameters RAG tool Introduced 2.12 Th...