Generative AI Systems Stack
๐๐๐ ๐
- OpenAI
- Anthropic Claude
- Bedrock
๐๐ ๐๐ฟ๐ฎ๐บ๐ฒ๐๐ผ๐ฟ๐ธ๐
- LangChain
- LlamaIndex
๐ง๐ฒ๐ ๐ ๐๐บ๐ฏ๐ฒ๐ฑ๐ฑ๐ถ๐ป๐ด๐
- semantic search
- similarity ranking
- Huggingface
๐๐ฎ๐๐ฎ & ๐ฅ๐ฒ๐๐ฟ๐ถ๐ฒ๐๐ฎ๐น
- Embedding
- Storing
RAG
- Storing
Agents
- Planning
- Tools
- Memory
๐๐๐ ๐ฆ๐ฒ๐ฟ๐๐ถ๐ป๐ด
- FastAPI
- Hugging Face Inference API
๐๐๐ ๐ ๐ผ๐ป๐ถ๐๐ผ๐ฟ๐ถ๐ป๐ด
- performance metricsโlatency
- cost
- User feedback