deepset-ai / haystack
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
☆16,739Updated this week
Related projects: ⓘ
- LlamaIndex is a data framework for your LLM applications☆35,450Updated this week
- the AI-native open-source embedding database☆14,555Updated this week
- Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with struc…☆10,798Updated this week
- DSPy: The framework for programming—not prompting—foundation models☆16,773Updated this week
- Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.…☆19,824Updated this week
- 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows☆8,698Updated last week
- Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.☆8,446Updated this week
- A guidance language for controlling large language models.☆18,698Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆26,822Updated this week
- The Memory layer for your AI apps☆21,765Updated this week
- Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!☆32,206Updated this week
- Python SDK, Proxy Server to call 100+ LLM APIs using the OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker,…☆12,231Updated this week
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆11,796Updated last month
- A programming framework for agentic AI 🤖☆30,821Updated this week
- 🦜🔗 Build context-aware reasoning applications☆92,335Updated this week
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆11,200Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆9,780Updated this week
- Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.☆9,731Updated last week
- Open-source vector similarity search for Postgres☆11,772Updated last week
- Drag & drop UI to build your customized LLM flow☆29,841Updated this week
- LLM based autonomous agent that does online comprehensive research on any given topic☆14,029Updated this week
- Large Language Model Text Generation Inference☆8,762Updated this week
- Build Conversational AI in minutes ⚡️☆6,762Updated this week
- aider is AI pair programming in your terminal☆18,357Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆17,179Updated this week
- 📋 A list of open LLMs available for commercial use.☆10,912Updated 2 months ago
- Create LLM agents with long-term memory and custom tools 📚🦙☆11,378Updated this week
- Structured Text Generation☆8,241Updated this week
- Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory☆15,611Updated this week
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,079Updated last week