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pgvector

Appears in 6 awesome lists

Vector search inside Postgres. Try this before adding a dedicated vector database.

Open github.compgvector/pgvector

Found in these lists

Awesome LLMOps

Section: Vector search · Open-source vector similarity search for Postgres.

ActiveScore 75

Awesome Open Source AI

Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · PostgreSQL extension for vector similarity search.

FreshScore 89

Awesome Production Machine Learning

Section: Data Storage Optimisation · pgvector helps with vector similarity search for Postgres.

FreshScore 92

Awesome Startup

Section: Inference and Data Infrastructure · Vector search inside Postgres. Try this before adding a dedicated vector database.

FreshScore 82

Awesome Vector Search

Section: Library

ActiveScore 73

awesome-c

Section: Other · Open-source vector similarity search for Postgres

FreshScore 80

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(MIT) provides modules for structured outputs at different levels of abstraction, including output parsers for text completion endpoints, Pydantic programs for mapping prompts to structured outputs using function calling or output parsing, and pre-defined Pydantic programs for specific output types.

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Milvus

Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.

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Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…

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Python tool for converting files and office documents to Markdown. Supports PDF, PowerPoint, Word, Excel, images, audio, HTML, and more with OCR and transcription capabilities. MIT licensed.

In 9 listsDetails

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AI-native database built for LLM applications with incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. Powers RAGFlow's document engine. Apache 2.0 licensed.

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Private AI platform for building intelligent agents and assistants with enterprise search. Features Agent Builder, deep research tools, multi-format document analysis, and multi-model support. MIT licensed.

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All-in-one AI framework for semantic search, LLM orchestration and language model workflows. Embeddings database with customizable pipelines.

In 9 listsDetails

GPTCache

@ferret_db @ossinsight @milvusio we'd love to get a ferretdb backend for gptcache. we'll add it to the todo list.and on behalf of milvus developers and the broader community, thanks for the shout-out!

In 9 listsDetails