#166 · Primary category: LLM Application Frameworks
simplemind
Python API client for AI providers that intends to replace LangChain and LangGraph for most common use cases.
Project last updated:02/09/25
GitHub Stars
540
Forks
31
Contributors
11
License
Apache-2.0
Why we included this project
Simplemind wraps OpenAI, Anthropic, Google, and several other model providers behind a single Python API, so swapping Claude for Gemini or GPT for a local Ollama model is just a change of provider string. It handles text generation, streaming, structured data extraction, and multi-turn conversations, and leans on Pydantic for typed, schema-validated output, which saves teams from hand-rolling JSON parsing. The library stays deliberately small and readable rather than stacking abstractions, which makes it a reasonable pick for developers who found LangChain too heavy for straightforward tasks and want a lighter way to work with multiple LLM APIs.
Articles for this project
No articles for this project yet.
To suggest a topic or contribute an article, contact us.
Related projects in this category
langchain
The agent engineering platform.
dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
litellm
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
llama_index
LlamaIndex is the leading document agent and OCR platform