Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

ai-agents multimodal rag vector-database llm localai local-ai agentic-workflow agentic-ai computer-use self-hosted-ai agent-orchestration agent-harness hermes-agent agent-computer

• Updated Nov 12, 2026
• JavaScript

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

search api search-engine database ai fuzzy-search full-text-search vectors instantsearch semantic-search enterprise-search geosearch typo-tolerance site-search faceting search-as-you-type vector-search app-search vector-database hybrid-search

• Updated Nov 12, 2026
• Rust

A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.

real-time mongodb self-hosted semantic-search pathway no-code pinecone document-search live-data rag weaviate milvus vector-database duckdb qdrant llm pgvector chromadb document-qa retrieval-augmented-generation

• Updated Nov 10, 2026
• Python

LlamaIndex is the document processing platform for AI

application data framework agents fine-tuning multi-agents rag vector-database llm llamaindex

• Updated Nov 11, 2026
• Python

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

golang distributed nearest-neighbor-search cloud-native image-search vector-similarity faiss anns rag hnsw vector-search vector-database llm embedding-database embedding-store vector-store embedding-similarity diskann

• Updated Nov 12, 2026
• Go

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

memory memory-management knowledge-base vector-database agentic-rag self-evolving agent-memory context-database agent-context agent-plugins dsh-plugin

• Updated Nov 12, 2026
• Python

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

information-retrieval ai retrieval agents reasoning ai-agents rag vector-database llm retrieval-augmented-generation agentic-ai context-engineering

• Updated Nov 12, 2026
• Python

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity hybrid-search ai-search-engine

• Updated Nov 12, 2026
• Rust

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

open-source ai knowledge knowledge-graph help-wanted graph-database memory-management ai-agents contributions-welcome cognitive-architecture good-first-issue good-first-pr vector-database graph-rag ai-memory cognitive-memory agent-skills agent-memory context-engineering

• Updated Nov 12, 2026
• Python

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

python nlp machine-learning ai tutorials embeddings openai gpt semantic-search rag vector-database llm llms generative-ai langchain llama-index retrieval-augmented-generation agentic-rag

• Updated Nov 2, 2026
• Jupyter Notebook

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

python nlp opencv machine-learning embedded ai offline-first memory context knowledge-graph video-processing knowledge-base semantic-search faiss rag vector-database llm mv2 retrieval-augmented-generation memvid

• Updated Jul 14, 2026
• Rust

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

search-engine information-retrieval grpc nearest-neighbor-search semantic-search-engine image-search recommender-system vectors approximate-nearest-neighbor-search semantic-search similarity-search mlops hnsw weaviate vector-search vector-database neural-search vector-search-engine hybrid-search generative-search

• Updated Nov 12, 2026
• Go

A lightweight, lightning-fast, in-process vector database

search-engine embedded local db fts fulltext-search semantic-search similarity-search faiss rag hnsw vector-database vector-db llm-memory agent-skills

• Updated Nov 12, 2026
• C++

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

python privacy ai offline-first localstorage vectors faiss rag vector-search vector-database llm langchain llama-index retrieval-augmented-generation ollama gpt-oss

• Updated Nov 11, 2026
• Python

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

java embeddings gemini openai chroma llama gpt pinecone onnx huggingface milvus vector-database openai-api llm llms chatgpt langchain anthropic pgvector ollama

• Updated Nov 12, 2026
• Java

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

python search nlp search-engine information-retrieval ai transformers embeddings language-model agents semantic-search ai-agents sentence-embeddings rag vector-search vector-database txtai large-language-models llm retrieval-augmented-generation

• Updated Nov 11, 2026
• Python

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

nodejs agent typescript mcp code-search openai vscode-extension code-generation cursor merkle-tree semantic-search embedding rag vector-database gemini-cli agentic-rag voyage-ai ai-coding vibe-coding claude-code

• Updated Nov 12, 2026
• TypeScript

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

search-engine nearest-neighbor-search image-search recommender-system approximate-nearest-neighbor-search semantic-search similarity-search vector-database

• Updated Nov 12, 2026
• Rust

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

javascript search search-engine node typescript vector data-structures full-text search-algorithm typo-tolerance vector-search vector-database vector-search-engine algiorithm vector-database-embedding

• Updated Oct 18, 2026
• TypeScript

OceanBase is the unified distributed database for the AI era — open-source, multi-model, one engine for your most demanding workloads.

mysql database scalable analytics vector olap distributed-database cloud-native vectors fulltext-support paxos fulltext fulltext-search hacktoberfest htap oltp vector-search oceanbase vector-database mysql-compatibility

• Updated Nov 12, 2026
• C++