Mintplex-Labs/anything-llm Sponsor Star45.2k The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. mcpno-codeai-agentsmultimodalragvecto
vector) STORED); -- Insert data into the documents table INSERT INTO documents(doc_contents) VALUES ('Create in-database embeddings with azure_local_ai extension.'), ('Enable RAG patterns with in-database embeddings and vectors on Azure Database for PostgreSQL - Flexible server.'), ('...
A hyper-fast local vector database for use with LLM Agents. Now accepting SAFEs at $135M cap. - jdagdelen/hyperDB
If you add documents to your knowledge database in the future, you will have to update your vector database. Now that our knowledge base and vector database are ready, we can review the workflow of the private LLM: 1. The user enters a prompt in the user interface. 2. The application...
1. Install Langflow: Use “uv pip install langflow” in your terminal to install Langflow locally. 2. Create a New Flow: Choose the “Simple Agent” template. Once opened, you’ll see a ready-made simple agentic flow complete with an agent (defaulting to OpenAI’s gpt-4o-mini LLM),...
from langchain.chains import RetrievalQA # from langchain.embeddings import HuggingFaceInstructEmbeddings from langchain.embeddings import HuggingFaceEmbeddings from langchain.llms import LlamaCpp from langchain.llms import OpenAI from langchain.vectorstores import Chroma from langchain.memory import Conversa...
'Self-hosted AI Package' is an open, docker compose template that quickly bootstraps a fully featured Local AI and Low Code development environment including Ollama for your local LLMs, Open WebUI for an interface to chat with your N8N agents, and Supabase for your database, vector store,...
For example, you can define a chain that takes the user input, queries the Faiss vector database for the most relevant chunks, and generates a response using the Azure OpenAI Service. Use ConversationalRetrievalChain from azure-openai to create a chatbot agent that ...
Finally, Google rolled out Vertex AI Agent Builder, a no-code console in which users can build generative-AI-based multi-step workflows executed by AI agents. Agent Builder is integrated with RAG and grounding tools, including Google Search, Workday and Salesforce data, as wel...
Vector Search Learn how to build intelligent applications powered by semantic search and generative AI over any type of data. MongoDB 8.0 Take advantage of the latest features of the most popular document database. MongoDB 8.0 is more secure, durable, and performant than ever. ...