AI solution architecture
[Accelarated Computing]
AI Chips »
GPU
IPU
TPU
ASICs »
Sohu
Inference Engine »
Intel OpenVino
Modular MAX
OnnxRuntime
TensorRT
Mlc llm
Torchchat
vLLM
LLM Inference »
Cerebras
Flux
Groq
Liquid FM
Nvidia NIM
Ollama
OS Accelaration »
D3D12
Metal
Vulkan
WebGPU
[Agents]
AgentKit
AutoGen
CrewAI
OpenAI Swarm
Semantic Kernel
Swarm
__index
Types »
AI assistants, copilots, and AI personas
Intelligent agents
Rational agents
Task oriented
[EcoSystems]
Langchain »
LangFuse
LangWatch
PyTorch »
torchao: PyTorch Architecture Optimization
PyTorch Lightning »
Use, finetune, pretrain, and deploy LLMs Lightning fast ⚡⚡
LitServe
[FineTuning (PEFT)]
DoRa (Weight Decomposed Low Rank Adaptation)
LoRa (Low Rank Adaptation)
QDoRA
QLoRa (Efficient Fine tuning of Quantized LLMs)
[Frameworks]
DocETL
LLaMA Factory
Crawler »
ScrapeGraphAI
Crawl4ai
Firecrawl
Programming LLMs »
DSPy
Langfun
PromptOptimizer
Prompts »
Prompt Poet
RAG »
kotaemon RAG UI
[ModelArchitectires]
Encoder
Liquid Foundation Models: Our First Series of Generative AI Models
SSM
Transformers
[Models]
BertTopic
ColBERT ColBERTv2 Late Interaction and Why They Matter in Search
ColiPali
IBM Granite
Molmo and PixMo
PaliGemma Open Vision Language Model
SBert Sentence Tranformers
SFR Judge
xLAM
Embedding »
MedEmbed
Model2Vec
Pharma »
AlphaFold3
ESM3
NVIDIA MONAI
Speech Voice »
Whisper
[Optimisation]
Quantisation »
Bitnet
[Quality Assurance]
Embedding »
MTEB Massive Text Embedding Benchmark
Evaluation »
Benachmark »
AlpacaEval 2 LC
Arena Hard
MMMU
LLM Monitoring »
LLM Logging
Phoenix
[RAG]
Intro to RAG
Techniques »
Agentic RAG
GraphRAG
Speculative RAG
StructRAG
Tools »
Byaldi
RAGBuilder
RAGatouille
Verba RAG UI
Chunkr.ai
Vectorize
VectorStores »
Couchbase Capella
DataStax Astra DB Vector Database
ElasticCloud
LanceDB
Milvus
OpenSearch
Pincone
Qdrant
Weaviate
[Voice AI]
AssembyAI
Bland AI
Deepgram
LiveKit
Speech2Text
Vapi
SBert Sentence Tranformers
https://github.com/MinishLab/model2vec?tab=readme-ov-file#related-work
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