| Augur89 | vlite | |
|---|---|---|
| 1 | 8 | |
| 2 | 718 | |
| - | - | |
| 1.8 | 9.3 | |
| about 1 year ago | about 1 month ago | |
| Python | ||
| - | GNU Affero General Public License v3.0 |
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Augur89
vlite
- Fastest vector database made in NumPy
- FLaNK Stack Weekly for 27 November 2023
- Vlite – simple vector database written in less than 200 lines of code
-
Build Personal ChatGPT Using Your Data
I am working on a simple vector db just with numpy: https://github.com/sdan/vlite
I think milvus, quickwit, and pinecone are geared more towards enterprise and are hard to use.
- Vlite: Simple Open-source project for vector embeddings
- Vlite: Simple Vector Database with NumPy
- VLite: Fast vector db written in NumPy
What are some alternatives?
instructor-embedding - [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"
PdfGptIndexer - RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.
OpenLLM - Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
openai-cookbook - Examples and guides for using the OpenAI API
FLaNK-ContinuousSQL
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
akto - Proactive, Open source API security → API discovery, Testing in CI/CD, Test Library with 150+ Tests, Add custom tests, Sensitive data exposure
gpt4all - gpt4all: run open-source LLMs anywhere
CogVLM - a state-of-the-art-level open visual language model | 多模态预训练模型
pymobiledevice3 - Pure python3 implementation for working with iDevices (iPhone, etc...).
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows